├── .gitattributes ├── .gitignore ├── 1. Python Crash Course ├── Python Crash Course Exercises - Solutions.ipynb ├── Python Crash Course Exercises .ipynb └── Python Crash Course.ipynb ├── 10. Linear-Regression ├── .ipynb_checkpoints │ ├── Creating Fake Data-checkpoint.ipynb │ ├── Linear Regression - Project Exercise - Solutions-checkpoint.ipynb │ ├── Linear Regression - Project Exercise -checkpoint.ipynb │ └── Linear Regression with Python-checkpoint.ipynb ├── Ecommerce Customers ├── Linear Regression - Project Exercise - Solutions.ipynb ├── Linear Regression - Project Exercise .ipynb ├── Linear Regression with Python.ipynb └── USA_Housing.csv ├── 11. Logistic-Regression ├── .ipynb_checkpoints │ ├── Logistic Regression Project - Solutions-checkpoint.ipynb │ ├── Logistic Regression Project -checkpoint.ipynb │ └── Logistic Regression with Python-checkpoint.ipynb ├── Logistic Regression Project - Solutions.ipynb ├── Logistic Regression Project .ipynb ├── Logistic Regression with Python.ipynb ├── advertising.csv ├── titanic_test.csv └── titanic_train.csv ├── 12. K-Nearest-Neighbors ├── .ipynb_checkpoints │ ├── K Nearest Neighbors Project - Solutions-checkpoint.ipynb │ ├── K Nearest Neighbors Project-checkpoint.ipynb │ ├── K Nearest Neighbors with Python-checkpoint.ipynb │ └── kNN_classification-checkpoint.ipynb ├── Classified Data ├── K Nearest Neighbors Project - Solutions.ipynb ├── K Nearest Neighbors Project.ipynb ├── K Nearest Neighbors with Python.ipynb ├── KNN_Project_Data ├── iris.data.txt └── kNN_classification.ipynb ├── 13. Decision-Trees-and-Random-Forests ├── .ipynb_checkpoints │ ├── Decision Trees and Random Forest Project - Solutions-checkpoint.ipynb │ ├── Decision Trees and Random Forest Project -checkpoint.ipynb │ └── Decision Trees and Random Forests in Python-checkpoint.ipynb ├── Decision Trees and Random Forest Project - Solutions.ipynb ├── Decision Trees and Random Forest Project .ipynb ├── Decision Trees and Random Forests in Python.ipynb ├── kyphosis.csv └── loan_data.csv ├── 14. Support-Vector-Machines ├── .ipynb_checkpoints │ ├── Support Vector Machines Project - Solutions-checkpoint.ipynb │ ├── Support Vector Machines Project -checkpoint.ipynb │ └── Support Vector Machines with Python-checkpoint.ipynb ├── Support Vector Machines Project - Solutions.ipynb ├── Support Vector Machines Project .ipynb └── Support Vector Machines with Python.ipynb ├── 15. K-Means-Clustering ├── .ipynb_checkpoints │ ├── K Means Clustering Project - Solutions-checkpoint.ipynb │ ├── K Means Clustering Project -checkpoint.ipynb │ └── K Means Clustering with Python-checkpoint.ipynb ├── College_Data ├── K Means Clustering Project - Solutions.ipynb ├── K Means Clustering Project .ipynb └── K Means Clustering with Python.ipynb ├── 16. Principal-Component-Analysis ├── .ipynb_checkpoints │ └── Principal Component Analysis-checkpoint.ipynb ├── PCA.png └── Principal Component Analysis.ipynb ├── 2. NumPy ├── NumPy Arrays.ipynb ├── Numpy Exercise - Solutions.ipynb ├── Numpy Exercise .ipynb ├── Numpy Indexing and Selection.ipynb └── Numpy Operations.ipynb ├── 3. Pandas ├── .ipynb_checkpoints │ ├── Data Input and Output-checkpoint.ipynb │ ├── DataFrames-checkpoint.ipynb │ ├── Groupby-checkpoint.ipynb │ ├── Introduction to Pandas-checkpoint.ipynb │ ├── Merging, Joining, and Concatenating -checkpoint.ipynb │ ├── Missing Data-checkpoint.ipynb │ ├── Operations-checkpoint.ipynb │ └── Series-checkpoint.ipynb ├── Data Input and Output.ipynb ├── DataFrames.ipynb ├── Excel_Sample.xlsx ├── Groupby.ipynb ├── Introduction to Pandas.ipynb ├── Merging, Joining, and Concatenating .ipynb ├── Missing Data.ipynb ├── Operations.ipynb ├── Pandas Exercises │ ├── .ipynb_checkpoints │ │ ├── Ecommerce Purchases Exercise - Solutions-checkpoint.ipynb │ │ ├── Ecommerce Purchases Exercise -checkpoint.ipynb │ │ ├── SF Salaries Exercise- Solutions-checkpoint.ipynb │ │ └── SF Salaries Exercise-checkpoint.ipynb │ ├── Ecommerce Purchases │ ├── Ecommerce Purchases Exercise - Solutions.ipynb │ ├── Ecommerce Purchases Exercise .ipynb │ ├── SF Salaries Exercise- Solutions.ipynb │ ├── SF Salaries Exercise.ipynb │ └── Salaries.csv ├── Series.ipynb ├── example └── multi_index_example ├── 4. Matplotlib ├── .ipynb_checkpoints │ ├── Advanced Matplotlib Concepts-checkpoint.ipynb │ ├── Matplotlib Concepts Lecture-checkpoint.ipynb │ ├── Matplotlib Exercises - Solutions-checkpoint.ipynb │ └── Matplotlib Exercises -checkpoint.ipynb ├── Advanced Matplotlib Concepts.ipynb ├── Matplotlib Concepts Lecture.ipynb ├── Matplotlib Exercises - Solutions.ipynb └── Matplotlib Exercises .ipynb ├── 5. Seaborn ├── Categorical Plots.ipynb ├── Distribution Plots.ipynb ├── Grids.ipynb ├── Matrix Plots.ipynb ├── Regression Plots.ipynb ├── Seaborn Exercises - Solutions.ipynb ├── Seaborn Exercises .ipynb └── Style and Color.ipynb ├── 6. Pandas Built-in Data Viz ├── .ipynb_checkpoints │ ├── Pandas Built-in Data Visualization-checkpoint.ipynb │ ├── Pandas Data Visualization Exercise - Solutions-checkpoint.ipynb │ └── Pandas Data Visualization Exercise -checkpoint.ipynb ├── Pandas Built-in Data Visualization.ipynb ├── Pandas Data Visualization Exercise - Solutions.ipynb ├── Pandas Data Visualization Exercise .ipynb ├── df1 ├── df2 └── df3 ├── 7. Geographical Plotting ├── .ipynb_checkpoints │ ├── Choropleth Maps Exercise - Solutions-checkpoint.ipynb │ ├── Choropleth Maps Exercise -checkpoint.ipynb │ └── Choropleth Maps-checkpoint.ipynb ├── 2011_US_AGRI_Exports ├── 2012_Election_Data ├── 2014_World_GDP ├── 2014_World_Power_Consumption ├── Choropleth Maps Exercise - Solutions.ipynb ├── Choropleth Maps Exercise .ipynb ├── Choropleth Maps.ipynb └── plotly_cheat_sheet.pdf ├── 8. Plotly and Cufflinks ├── .ipynb_checkpoints │ └── Plotly and Cufflinks-checkpoint.ipynb └── Plotly and Cufflinks.ipynb ├── 9. Data-Capstone-Projects ├── .ipynb_checkpoints │ ├── 911 Calls Data Capstone Project - Solutions-checkpoint.ipynb │ ├── 911 Calls Data Capstone Project -checkpoint.ipynb │ ├── Finance Project - Solutions-checkpoint.ipynb │ ├── Finance Project -checkpoint.ipynb │ └── SF Salaries Exercise- Solutions-checkpoint.ipynb ├── 911 Calls Data Capstone Project - Solutions.ipynb ├── 911 Calls Data Capstone Project .ipynb ├── 911.csv ├── Finance Project - Solutions.ipynb ├── Finance Project .ipynb └── precipitation.html └── README.md /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/.gitignore -------------------------------------------------------------------------------- /1. Python Crash Course/Python Crash Course Exercises - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/1. Python Crash Course/Python Crash Course Exercises - Solutions.ipynb -------------------------------------------------------------------------------- /1. Python Crash Course/Python Crash Course Exercises .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/1. Python Crash Course/Python Crash Course Exercises .ipynb -------------------------------------------------------------------------------- /1. Python Crash Course/Python Crash Course.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/1. Python Crash Course/Python Crash Course.ipynb -------------------------------------------------------------------------------- /10. Linear-Regression/.ipynb_checkpoints/Creating Fake Data-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/10. Linear-Regression/.ipynb_checkpoints/Creating Fake Data-checkpoint.ipynb -------------------------------------------------------------------------------- /10. Linear-Regression/.ipynb_checkpoints/Linear Regression - Project Exercise - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/10. Linear-Regression/.ipynb_checkpoints/Linear Regression - Project Exercise - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /10. Linear-Regression/.ipynb_checkpoints/Linear Regression - Project Exercise -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/10. Linear-Regression/.ipynb_checkpoints/Linear Regression - Project Exercise -checkpoint.ipynb -------------------------------------------------------------------------------- /10. Linear-Regression/.ipynb_checkpoints/Linear Regression with Python-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/10. Linear-Regression/.ipynb_checkpoints/Linear Regression with Python-checkpoint.ipynb -------------------------------------------------------------------------------- /10. Linear-Regression/Ecommerce Customers: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/10. Linear-Regression/Ecommerce Customers -------------------------------------------------------------------------------- /10. Linear-Regression/Linear Regression - Project Exercise - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/10. Linear-Regression/Linear Regression - Project Exercise - Solutions.ipynb -------------------------------------------------------------------------------- /10. Linear-Regression/Linear Regression - Project Exercise .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/10. Linear-Regression/Linear Regression - Project Exercise .ipynb -------------------------------------------------------------------------------- /10. Linear-Regression/Linear Regression with Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/10. Linear-Regression/Linear Regression with Python.ipynb -------------------------------------------------------------------------------- /10. Linear-Regression/USA_Housing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/10. Linear-Regression/USA_Housing.csv -------------------------------------------------------------------------------- /11. Logistic-Regression/.ipynb_checkpoints/Logistic Regression Project - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/11. Logistic-Regression/.ipynb_checkpoints/Logistic Regression Project - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /11. Logistic-Regression/.ipynb_checkpoints/Logistic Regression Project -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/11. Logistic-Regression/.ipynb_checkpoints/Logistic Regression Project -checkpoint.ipynb -------------------------------------------------------------------------------- /11. Logistic-Regression/.ipynb_checkpoints/Logistic Regression with Python-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/11. Logistic-Regression/.ipynb_checkpoints/Logistic Regression with Python-checkpoint.ipynb -------------------------------------------------------------------------------- /11. Logistic-Regression/Logistic Regression Project - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/11. Logistic-Regression/Logistic Regression Project - Solutions.ipynb -------------------------------------------------------------------------------- /11. Logistic-Regression/Logistic Regression Project .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/11. Logistic-Regression/Logistic Regression Project .ipynb -------------------------------------------------------------------------------- /11. Logistic-Regression/Logistic Regression with Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/11. Logistic-Regression/Logistic Regression with Python.ipynb -------------------------------------------------------------------------------- /11. Logistic-Regression/advertising.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/11. Logistic-Regression/advertising.csv -------------------------------------------------------------------------------- /11. Logistic-Regression/titanic_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/11. Logistic-Regression/titanic_test.csv -------------------------------------------------------------------------------- /11. Logistic-Regression/titanic_train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/11. Logistic-Regression/titanic_train.csv -------------------------------------------------------------------------------- /12. K-Nearest-Neighbors/.ipynb_checkpoints/K Nearest Neighbors Project - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/12. K-Nearest-Neighbors/.ipynb_checkpoints/K Nearest Neighbors Project - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /12. K-Nearest-Neighbors/.ipynb_checkpoints/K Nearest Neighbors Project-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/12. K-Nearest-Neighbors/.ipynb_checkpoints/K Nearest Neighbors Project-checkpoint.ipynb -------------------------------------------------------------------------------- /12. K-Nearest-Neighbors/.ipynb_checkpoints/K Nearest Neighbors with Python-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/12. K-Nearest-Neighbors/.ipynb_checkpoints/K Nearest Neighbors with Python-checkpoint.ipynb -------------------------------------------------------------------------------- /12. K-Nearest-Neighbors/.ipynb_checkpoints/kNN_classification-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/12. K-Nearest-Neighbors/.ipynb_checkpoints/kNN_classification-checkpoint.ipynb -------------------------------------------------------------------------------- /12. K-Nearest-Neighbors/Classified Data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/12. K-Nearest-Neighbors/Classified Data -------------------------------------------------------------------------------- /12. K-Nearest-Neighbors/K Nearest Neighbors Project - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/12. K-Nearest-Neighbors/K Nearest Neighbors Project - Solutions.ipynb -------------------------------------------------------------------------------- /12. K-Nearest-Neighbors/K Nearest Neighbors Project.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/12. K-Nearest-Neighbors/K Nearest Neighbors Project.ipynb -------------------------------------------------------------------------------- /12. K-Nearest-Neighbors/K Nearest Neighbors with Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/12. K-Nearest-Neighbors/K Nearest Neighbors with Python.ipynb -------------------------------------------------------------------------------- /12. K-Nearest-Neighbors/KNN_Project_Data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/12. K-Nearest-Neighbors/KNN_Project_Data -------------------------------------------------------------------------------- /12. K-Nearest-Neighbors/iris.data.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/12. K-Nearest-Neighbors/iris.data.txt -------------------------------------------------------------------------------- /12. K-Nearest-Neighbors/kNN_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/12. K-Nearest-Neighbors/kNN_classification.ipynb -------------------------------------------------------------------------------- /13. Decision-Trees-and-Random-Forests/.ipynb_checkpoints/Decision Trees and Random Forest Project - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/13. Decision-Trees-and-Random-Forests/.ipynb_checkpoints/Decision Trees and Random Forest Project - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /13. Decision-Trees-and-Random-Forests/.ipynb_checkpoints/Decision Trees and Random Forest Project -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/13. Decision-Trees-and-Random-Forests/.ipynb_checkpoints/Decision Trees and Random Forest Project -checkpoint.ipynb -------------------------------------------------------------------------------- /13. Decision-Trees-and-Random-Forests/.ipynb_checkpoints/Decision Trees and Random Forests in Python-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/13. Decision-Trees-and-Random-Forests/.ipynb_checkpoints/Decision Trees and Random Forests in Python-checkpoint.ipynb -------------------------------------------------------------------------------- /13. Decision-Trees-and-Random-Forests/Decision Trees and Random Forest Project - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/13. Decision-Trees-and-Random-Forests/Decision Trees and Random Forest Project - Solutions.ipynb -------------------------------------------------------------------------------- /13. Decision-Trees-and-Random-Forests/Decision Trees and Random Forest Project .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/13. Decision-Trees-and-Random-Forests/Decision Trees and Random Forest Project .ipynb -------------------------------------------------------------------------------- /13. Decision-Trees-and-Random-Forests/Decision Trees and Random Forests in Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/13. Decision-Trees-and-Random-Forests/Decision Trees and Random Forests in Python.ipynb -------------------------------------------------------------------------------- /13. Decision-Trees-and-Random-Forests/kyphosis.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/13. Decision-Trees-and-Random-Forests/kyphosis.csv -------------------------------------------------------------------------------- /13. Decision-Trees-and-Random-Forests/loan_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/13. Decision-Trees-and-Random-Forests/loan_data.csv -------------------------------------------------------------------------------- /14. Support-Vector-Machines/.ipynb_checkpoints/Support Vector Machines Project - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/14. Support-Vector-Machines/.ipynb_checkpoints/Support Vector Machines Project - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /14. Support-Vector-Machines/.ipynb_checkpoints/Support Vector Machines Project -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/14. Support-Vector-Machines/.ipynb_checkpoints/Support Vector Machines Project -checkpoint.ipynb -------------------------------------------------------------------------------- /14. Support-Vector-Machines/.ipynb_checkpoints/Support Vector Machines with Python-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/14. Support-Vector-Machines/.ipynb_checkpoints/Support Vector Machines with Python-checkpoint.ipynb -------------------------------------------------------------------------------- /14. Support-Vector-Machines/Support Vector Machines Project - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/14. Support-Vector-Machines/Support Vector Machines Project - Solutions.ipynb -------------------------------------------------------------------------------- /14. Support-Vector-Machines/Support Vector Machines Project .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/14. Support-Vector-Machines/Support Vector Machines Project .ipynb -------------------------------------------------------------------------------- /14. Support-Vector-Machines/Support Vector Machines with Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/14. Support-Vector-Machines/Support Vector Machines with Python.ipynb -------------------------------------------------------------------------------- /15. K-Means-Clustering/.ipynb_checkpoints/K Means Clustering Project - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/15. K-Means-Clustering/.ipynb_checkpoints/K Means Clustering Project - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /15. K-Means-Clustering/.ipynb_checkpoints/K Means Clustering Project -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/15. K-Means-Clustering/.ipynb_checkpoints/K Means Clustering Project -checkpoint.ipynb -------------------------------------------------------------------------------- /15. K-Means-Clustering/.ipynb_checkpoints/K Means Clustering with Python-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/15. K-Means-Clustering/.ipynb_checkpoints/K Means Clustering with Python-checkpoint.ipynb -------------------------------------------------------------------------------- /15. K-Means-Clustering/College_Data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/15. K-Means-Clustering/College_Data -------------------------------------------------------------------------------- /15. K-Means-Clustering/K Means Clustering Project - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/15. K-Means-Clustering/K Means Clustering Project - Solutions.ipynb -------------------------------------------------------------------------------- /15. K-Means-Clustering/K Means Clustering Project .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/15. K-Means-Clustering/K Means Clustering Project .ipynb -------------------------------------------------------------------------------- /15. K-Means-Clustering/K Means Clustering with Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/15. K-Means-Clustering/K Means Clustering with Python.ipynb -------------------------------------------------------------------------------- /16. Principal-Component-Analysis/.ipynb_checkpoints/Principal Component Analysis-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/16. Principal-Component-Analysis/.ipynb_checkpoints/Principal Component Analysis-checkpoint.ipynb -------------------------------------------------------------------------------- /16. Principal-Component-Analysis/PCA.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/16. Principal-Component-Analysis/PCA.png -------------------------------------------------------------------------------- /16. Principal-Component-Analysis/Principal Component Analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/16. Principal-Component-Analysis/Principal Component Analysis.ipynb -------------------------------------------------------------------------------- /2. NumPy/NumPy Arrays.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/2. NumPy/NumPy Arrays.ipynb -------------------------------------------------------------------------------- /2. NumPy/Numpy Exercise - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/2. NumPy/Numpy Exercise - Solutions.ipynb -------------------------------------------------------------------------------- /2. NumPy/Numpy Exercise .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/2. NumPy/Numpy Exercise .ipynb -------------------------------------------------------------------------------- /2. NumPy/Numpy Indexing and Selection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/2. NumPy/Numpy Indexing and Selection.ipynb -------------------------------------------------------------------------------- /2. NumPy/Numpy Operations.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/2. NumPy/Numpy Operations.ipynb -------------------------------------------------------------------------------- /3. Pandas/.ipynb_checkpoints/Data Input and Output-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/.ipynb_checkpoints/Data Input and Output-checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/.ipynb_checkpoints/DataFrames-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/.ipynb_checkpoints/DataFrames-checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/.ipynb_checkpoints/Groupby-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/.ipynb_checkpoints/Groupby-checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/.ipynb_checkpoints/Introduction to Pandas-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/.ipynb_checkpoints/Introduction to Pandas-checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/.ipynb_checkpoints/Merging, Joining, and Concatenating -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/.ipynb_checkpoints/Merging, Joining, and Concatenating -checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/.ipynb_checkpoints/Missing Data-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/.ipynb_checkpoints/Missing Data-checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/.ipynb_checkpoints/Operations-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/.ipynb_checkpoints/Operations-checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/.ipynb_checkpoints/Series-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/.ipynb_checkpoints/Series-checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/Data Input and Output.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Data Input and Output.ipynb -------------------------------------------------------------------------------- /3. Pandas/DataFrames.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/DataFrames.ipynb -------------------------------------------------------------------------------- /3. Pandas/Excel_Sample.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Excel_Sample.xlsx -------------------------------------------------------------------------------- /3. Pandas/Groupby.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Groupby.ipynb -------------------------------------------------------------------------------- /3. Pandas/Introduction to Pandas.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Introduction to Pandas.ipynb -------------------------------------------------------------------------------- /3. Pandas/Merging, Joining, and Concatenating .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Merging, Joining, and Concatenating .ipynb -------------------------------------------------------------------------------- /3. Pandas/Missing Data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Missing Data.ipynb -------------------------------------------------------------------------------- /3. Pandas/Operations.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Operations.ipynb -------------------------------------------------------------------------------- /3. Pandas/Pandas Exercises/.ipynb_checkpoints/Ecommerce Purchases Exercise - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Pandas Exercises/.ipynb_checkpoints/Ecommerce Purchases Exercise - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/Pandas Exercises/.ipynb_checkpoints/Ecommerce Purchases Exercise -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Pandas Exercises/.ipynb_checkpoints/Ecommerce Purchases Exercise -checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/Pandas Exercises/.ipynb_checkpoints/SF Salaries Exercise- Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Pandas Exercises/.ipynb_checkpoints/SF Salaries Exercise- Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/Pandas Exercises/.ipynb_checkpoints/SF Salaries Exercise-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Pandas Exercises/.ipynb_checkpoints/SF Salaries Exercise-checkpoint.ipynb -------------------------------------------------------------------------------- /3. Pandas/Pandas Exercises/Ecommerce Purchases: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Pandas Exercises/Ecommerce Purchases -------------------------------------------------------------------------------- /3. Pandas/Pandas Exercises/Ecommerce Purchases Exercise - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Pandas Exercises/Ecommerce Purchases Exercise - Solutions.ipynb -------------------------------------------------------------------------------- /3. Pandas/Pandas Exercises/Ecommerce Purchases Exercise .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Pandas Exercises/Ecommerce Purchases Exercise .ipynb -------------------------------------------------------------------------------- /3. Pandas/Pandas Exercises/SF Salaries Exercise- Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Pandas Exercises/SF Salaries Exercise- Solutions.ipynb -------------------------------------------------------------------------------- /3. Pandas/Pandas Exercises/SF Salaries Exercise.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Pandas Exercises/SF Salaries Exercise.ipynb -------------------------------------------------------------------------------- /3. Pandas/Pandas Exercises/Salaries.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Pandas Exercises/Salaries.csv -------------------------------------------------------------------------------- /3. Pandas/Series.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/Series.ipynb -------------------------------------------------------------------------------- /3. Pandas/example: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/example -------------------------------------------------------------------------------- /3. Pandas/multi_index_example: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/3. Pandas/multi_index_example -------------------------------------------------------------------------------- /4. Matplotlib/.ipynb_checkpoints/Advanced Matplotlib Concepts-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/4. Matplotlib/.ipynb_checkpoints/Advanced Matplotlib Concepts-checkpoint.ipynb -------------------------------------------------------------------------------- /4. Matplotlib/.ipynb_checkpoints/Matplotlib Concepts Lecture-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/4. Matplotlib/.ipynb_checkpoints/Matplotlib Concepts Lecture-checkpoint.ipynb -------------------------------------------------------------------------------- /4. Matplotlib/.ipynb_checkpoints/Matplotlib Exercises - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/4. Matplotlib/.ipynb_checkpoints/Matplotlib Exercises - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /4. Matplotlib/.ipynb_checkpoints/Matplotlib Exercises -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/4. Matplotlib/.ipynb_checkpoints/Matplotlib Exercises -checkpoint.ipynb -------------------------------------------------------------------------------- /4. Matplotlib/Advanced Matplotlib Concepts.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/4. Matplotlib/Advanced Matplotlib Concepts.ipynb -------------------------------------------------------------------------------- /4. Matplotlib/Matplotlib Concepts Lecture.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/4. Matplotlib/Matplotlib Concepts Lecture.ipynb -------------------------------------------------------------------------------- /4. Matplotlib/Matplotlib Exercises - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/4. Matplotlib/Matplotlib Exercises - Solutions.ipynb -------------------------------------------------------------------------------- /4. Matplotlib/Matplotlib Exercises .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/4. Matplotlib/Matplotlib Exercises .ipynb -------------------------------------------------------------------------------- /5. Seaborn/Categorical Plots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/5. Seaborn/Categorical Plots.ipynb -------------------------------------------------------------------------------- /5. Seaborn/Distribution Plots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/5. Seaborn/Distribution Plots.ipynb -------------------------------------------------------------------------------- /5. Seaborn/Grids.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/5. Seaborn/Grids.ipynb -------------------------------------------------------------------------------- /5. Seaborn/Matrix Plots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/5. Seaborn/Matrix Plots.ipynb -------------------------------------------------------------------------------- /5. Seaborn/Regression Plots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/5. Seaborn/Regression Plots.ipynb -------------------------------------------------------------------------------- /5. Seaborn/Seaborn Exercises - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/5. Seaborn/Seaborn Exercises - Solutions.ipynb -------------------------------------------------------------------------------- /5. Seaborn/Seaborn Exercises .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/5. Seaborn/Seaborn Exercises .ipynb -------------------------------------------------------------------------------- /5. Seaborn/Style and Color.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/5. Seaborn/Style and Color.ipynb -------------------------------------------------------------------------------- /6. Pandas Built-in Data Viz/.ipynb_checkpoints/Pandas Built-in Data Visualization-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/6. Pandas Built-in Data Viz/.ipynb_checkpoints/Pandas Built-in Data Visualization-checkpoint.ipynb -------------------------------------------------------------------------------- /6. Pandas Built-in Data Viz/.ipynb_checkpoints/Pandas Data Visualization Exercise - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/6. Pandas Built-in Data Viz/.ipynb_checkpoints/Pandas Data Visualization Exercise - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /6. Pandas Built-in Data Viz/.ipynb_checkpoints/Pandas Data Visualization Exercise -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/6. Pandas Built-in Data Viz/.ipynb_checkpoints/Pandas Data Visualization Exercise -checkpoint.ipynb -------------------------------------------------------------------------------- /6. Pandas Built-in Data Viz/Pandas Built-in Data Visualization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/6. Pandas Built-in Data Viz/Pandas Built-in Data Visualization.ipynb -------------------------------------------------------------------------------- /6. Pandas Built-in Data Viz/Pandas Data Visualization Exercise - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/6. Pandas Built-in Data Viz/Pandas Data Visualization Exercise - Solutions.ipynb -------------------------------------------------------------------------------- /6. Pandas Built-in Data Viz/Pandas Data Visualization Exercise .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/6. Pandas Built-in Data Viz/Pandas Data Visualization Exercise .ipynb -------------------------------------------------------------------------------- /6. Pandas Built-in Data Viz/df1: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/6. Pandas Built-in Data Viz/df1 -------------------------------------------------------------------------------- /6. Pandas Built-in Data Viz/df2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/6. Pandas Built-in Data Viz/df2 -------------------------------------------------------------------------------- /6. Pandas Built-in Data Viz/df3: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/6. Pandas Built-in Data Viz/df3 -------------------------------------------------------------------------------- /7. Geographical Plotting/.ipynb_checkpoints/Choropleth Maps Exercise - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/7. Geographical Plotting/.ipynb_checkpoints/Choropleth Maps Exercise - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /7. Geographical Plotting/.ipynb_checkpoints/Choropleth Maps Exercise -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/7. Geographical Plotting/.ipynb_checkpoints/Choropleth Maps Exercise -checkpoint.ipynb -------------------------------------------------------------------------------- /7. Geographical Plotting/.ipynb_checkpoints/Choropleth Maps-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/7. Geographical Plotting/.ipynb_checkpoints/Choropleth Maps-checkpoint.ipynb -------------------------------------------------------------------------------- /7. Geographical Plotting/2011_US_AGRI_Exports: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/7. Geographical Plotting/2011_US_AGRI_Exports -------------------------------------------------------------------------------- /7. Geographical Plotting/2012_Election_Data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/7. Geographical Plotting/2012_Election_Data -------------------------------------------------------------------------------- /7. Geographical Plotting/2014_World_GDP: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/7. Geographical Plotting/2014_World_GDP -------------------------------------------------------------------------------- /7. Geographical Plotting/2014_World_Power_Consumption: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/7. Geographical Plotting/2014_World_Power_Consumption -------------------------------------------------------------------------------- /7. Geographical Plotting/Choropleth Maps Exercise - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/7. Geographical Plotting/Choropleth Maps Exercise - Solutions.ipynb -------------------------------------------------------------------------------- /7. Geographical Plotting/Choropleth Maps Exercise .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/7. Geographical Plotting/Choropleth Maps Exercise .ipynb -------------------------------------------------------------------------------- /7. Geographical Plotting/Choropleth Maps.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/7. Geographical Plotting/Choropleth Maps.ipynb -------------------------------------------------------------------------------- /7. Geographical Plotting/plotly_cheat_sheet.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/7. Geographical Plotting/plotly_cheat_sheet.pdf -------------------------------------------------------------------------------- /8. Plotly and Cufflinks/.ipynb_checkpoints/Plotly and Cufflinks-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/8. Plotly and Cufflinks/.ipynb_checkpoints/Plotly and Cufflinks-checkpoint.ipynb -------------------------------------------------------------------------------- /8. Plotly and Cufflinks/Plotly and Cufflinks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/8. Plotly and Cufflinks/Plotly and Cufflinks.ipynb -------------------------------------------------------------------------------- /9. Data-Capstone-Projects/.ipynb_checkpoints/911 Calls Data Capstone Project - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/9. Data-Capstone-Projects/.ipynb_checkpoints/911 Calls Data Capstone Project - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /9. Data-Capstone-Projects/.ipynb_checkpoints/911 Calls Data Capstone Project -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/9. Data-Capstone-Projects/.ipynb_checkpoints/911 Calls Data Capstone Project -checkpoint.ipynb -------------------------------------------------------------------------------- /9. Data-Capstone-Projects/.ipynb_checkpoints/Finance Project - Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/9. Data-Capstone-Projects/.ipynb_checkpoints/Finance Project - Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /9. Data-Capstone-Projects/.ipynb_checkpoints/Finance Project -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/9. Data-Capstone-Projects/.ipynb_checkpoints/Finance Project -checkpoint.ipynb -------------------------------------------------------------------------------- /9. Data-Capstone-Projects/.ipynb_checkpoints/SF Salaries Exercise- Solutions-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/9. Data-Capstone-Projects/.ipynb_checkpoints/SF Salaries Exercise- Solutions-checkpoint.ipynb -------------------------------------------------------------------------------- /9. Data-Capstone-Projects/911 Calls Data Capstone Project - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/9. Data-Capstone-Projects/911 Calls Data Capstone Project - Solutions.ipynb -------------------------------------------------------------------------------- /9. Data-Capstone-Projects/911 Calls Data Capstone Project .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/9. Data-Capstone-Projects/911 Calls Data Capstone Project .ipynb -------------------------------------------------------------------------------- /9. Data-Capstone-Projects/911.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/9. Data-Capstone-Projects/911.csv -------------------------------------------------------------------------------- /9. Data-Capstone-Projects/Finance Project - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/9. Data-Capstone-Projects/Finance Project - Solutions.ipynb -------------------------------------------------------------------------------- /9. Data-Capstone-Projects/Finance Project .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/9. Data-Capstone-Projects/Finance Project .ipynb -------------------------------------------------------------------------------- /9. Data-Capstone-Projects/precipitation.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/9. Data-Capstone-Projects/precipitation.html -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SuvroBaner/Python-for-Data-Science-and-Machine-Learning-Bootcamp/HEAD/README.md --------------------------------------------------------------------------------