├── .gitignore ├── Applied Data Science Capstone ├── Capstone - The Battle of Neighborhoods - Part 1 │ ├── Data_Section.pdf │ ├── Introduction_Business Problem.pdf │ └── README.md ├── Capstone - The Battle of Neighborhoods - Part 2 │ ├── Avg Ratings.jpg │ ├── Presentation - The Battle of Neighbourhoods.pptx │ ├── README.md │ ├── Report - The Battle of Neighborhoods.docx │ ├── Report - The Battle of Neighborhoods.pdf │ ├── The Battle of Neighborhoods - Part 2.ipynb │ ├── borough_rating.html │ └── indian_rest_stats_ny.csv ├── README.md ├── Segmenting and Clustering Neighborhoods - Question 1.ipynb ├── Segmenting and Clustering Neighborhoods - Question 2.ipynb ├── Segmenting and Clustering Neighborhoods - Question 3.ipynb ├── all week solutions ├── capstone_project.ipynb ├── python_code.py └── week 1 │ ├── README.md │ ├── Segmenting and Clustering Neighborhoods - Question 1.ipynb │ ├── Segmenting and Clustering Neighborhoods - Question 2.ipynb │ └── Segmenting and Clustering Neighborhoods - Question 3.ipynb ├── Data Analysis with Python ├── week 1 │ ├── README.md │ ├── quiz 1 (Understanding the Data).JPG │ ├── quiz 2 (Python Packages for Data Science).JPG │ ├── quiz 3 (Importing and Exporting Data in Python).JPG │ ├── quiz 4 (Getting Started Analyzing Data in Python).JPG │ ├── quiz 5 (Importing Datasets) part I.JPG │ ├── quiz 5 (Importing Datasets) part II.JPG │ └── review-introduction.ipynb ├── week 2 │ ├── Lab 2-Data Wrangling │ │ └── data-wrangling.ipynb │ ├── README.md │ ├── quiz 1 (Dealing with Missing Values in Python).JPG │ ├── quiz 2 (Data Formatting in Python).JPG │ ├── quiz 3 (Data Normalization in Python).JPG │ ├── quiz 4 (Turning categorical variables into quantitative variables in Python).PNG │ ├── quiz 5 (Data Wrangling) part 1.PNG │ └── quiz 5 (Data Wrangling) part 2.PNG ├── week 3 │ ├── Lab 3 -Exploratory Data Analysis │ │ └── exploratory-data-analysis.ipynb │ ├── quiz 1 (Descriptive Statistics).PNG │ ├── quiz 2 (GroupBy in Python).PNG │ ├── quiz 3 (Correlation).PNG │ ├── quiz 4 (Correlation-Statistics).PNG │ ├── quiz 5 (Exploratory Data Analysis) part I.PNG │ └── quiz 5 (Exploratory Data Analysis) part II.PNG ├── week 4 │ ├── Lab 4 - Model Development │ │ └── model-development.ipynb │ ├── quiz 1 (Linear Regression and Multiple Linear Regression).PNG │ ├── quiz 2 (Model Evaluation using Visualization).PNG │ ├── quiz 3 (Polynomial Regression and Pipelines).PNG │ ├── quiz 4 (Measures for In-Sample Evaluation).PNG │ ├── quiz 5 (Model Development) part I.PNG │ └── quiz 5 (Model Development) part II.PNG ├── week 5 │ ├── Lab 5 - Model Evaluation and Refinement │ │ └── model-evaluation-and-refinement.ipynb │ ├── quiz 1(Model Evaluation).PNG │ ├── quiz 2 (Overfitting, Underfitting and model selection).PNG │ ├── quiz 3 (Ridge Regression).PNG │ ├── quiz 4(Model Refinement ) part 1.PNG │ └── quiz 4(Model Refinement ) part 2.PNG └── week 6 │ ├── House Sales_in_King_Count_USA.ipynb │ ├── Q1) DataType of each column.PNG │ ├── Q10) Polynomial ridge reg.PNG │ ├── Q2) drop and describe.PNG │ ├── Q3) Unique values of floor.PNG │ ├── Q4) Boxplot.PNG │ ├── Q5) Regplot.PNG │ ├── Q6 ) Train and score.PNG │ ├── Q7) Multiple features.PNG │ ├── Q8) pipeline.PNG │ └── Q9) Ridge reg.PNG ├── Data Visualization with Python ├── Final Assignment │ ├── Final Assignment.ipynb │ ├── Problem 1.PNG │ ├── Problem 2.PNG │ ├── Problem 3.PNG │ ├── Problem 4.PNG │ ├── Readme.md │ ├── Topic_Survey_Assignment.csv │ └── san-francisco.geojson ├── Week 2 - Specialized Visualization Tools │ ├── Lab 1 - Basic Visualization Tools │ │ └── DV0101EN-2-2-1-Area-Plots-Histograms-and-Bar-Charts-py-v2.0.ipynb │ ├── Lab 2 - Specialized Visualization Tools │ │ └── DV0101EN-2-3-1-Pie-Charts-Box-Plots-Scatter-Plots-and-Bubble-Plots-py-v2.0.ipynb │ ├── Quiz 1 (Basic Visualizayion Tools) part 1.PNG │ ├── Quiz 1 (Basic Visualizayion Tools) part 2.PNG │ ├── Quiz 2 (Specialized Visualizayion Tools) part 1.PNG │ ├── Quiz 2 (Specialized Visualizayion Tools) part 2.PNG │ ├── Quiz 2 (Specialized Visualizayion Tools) part 3.PNG │ └── Quiz 2 (Specialized Visualizayion Tools) part 4.PNG └── week 1 │ ├── Lab 1(Introduction to Matplotlib and Line Plots) │ └── DV0101EN-1-1-1-Introduction-to-Matplotlib-and-Line-Plots-py-v2.0.ipynb │ ├── Quiz 1(Introduction to Data Visualization Tools) part 1.PNG │ ├── Quiz 1(Introduction to Data Visualization Tools) part 2.PNG │ └── README.md ├── Databases and SQL for Data Science ├── Wk3 LAB 0 (Create Db2 Service Credentials) │ ├── Create-Db2-Service-Credentials.pdf │ └── README.md ├── quiz 1(Database access from Python).PNG ├── week 1 │ ├── LAB-1---v6---Create-Db2-Instance.pdf │ ├── Lab2-solution-Script.sql │ ├── README.md │ └── quiz 1 (Databases).PNG ├── week 2 │ ├── README.md │ ├── lab │ │ ├── Departments.csv │ │ ├── Employees.csv │ │ ├── Jobs.csv │ │ ├── JobsHistory.csv │ │ ├── Locations.csv │ │ ├── Script_Create_Tables.sql │ │ ├── Week2Lab1v5.pdf │ │ ├── lab 2 │ │ │ ├── PETSALE-CREATE.sql │ │ │ ├── PETSALE-FUNCTIONS.sql │ │ │ └── README.md │ │ └── lab solution │ │ │ ├── Module4_Queries_v4.sql │ │ │ └── README.md │ ├── quiz 1 (String Patterns, Ranges, Sorting and Grouping).PNG │ └── quiz 2 (Functions, Sub-Queries, Multiple Tables).PNG └── week 3 │ ├── Hands-on LAB 1 │ └── DB0201EN-Week3-1-1-Connecting-v4-py.ipynb │ ├── Hands-on LAB 2 │ ├── Querying-v4-py.ipynb │ └── SQLmagic-v3-py.ipynb │ └── Hands-on LAB 3 │ ├── Analyzing a real World Data Set-v5-py.ipynb │ └── jcxq-k9xf.csv ├── Machine Learning with Python ├── ML0101EN-Proj-Loan-answer-py-v1.ipynb ├── Machine Learning with Python - Week 2 - Lab 1 - Regression - Simple Linear Regression.ipynb ├── Machine Learning with Python - Week 2 - Lab 2 - Regression - Mulitple Linear Regression.ipynb ├── Machine Learning with Python - Week 2 - Lab 3 - Regression - Polynomial Regression.ipynb ├── Machine Learning with Python - Week 2 - Lab 4 - Regression - Non Linear Regression.ipynb ├── Machine Learning with Python - Week 3 - Lab 1 - Classification - K Nearest neighbors.ipynb ├── Machine Learning with Python - Week 3 - Lab 2 - Classification - Decision Trees.ipynb ├── Machine Learning with Python - Week 3 - Lab 3 - Classification - Logistic Regression.ipynb ├── Machine Learning with Python - Week 3 - Lab 4 - Classification - SVM.ipynb ├── Machine Learning with Python - Week 4 - Lab 1 - Clustering - K-Means.ipynb ├── Machine Learning with Python - Week 4 - Lab 2 - Clustering - Hierarchical Clustering.ipynb ├── Machine Learning with Python - Week 4 - Lab 3 - Clustering - DBSCAN.ipynb ├── Machine Learning with Python - Week 5 - Lab 1 - Recommender Systems - Content-Based.ipynb ├── Machine Learning with Python - Week 5 - Lab 2 - Recommender Systems - Collaborative-Filtering.ipynb ├── Machine Learning with Python Assignment .ipynb └── week 1 │ └── README.md ├── Open Source tools for Data Science ├── README.md ├── Week 1 │ ├── PracticeQuiz.PNG │ ├── README.md │ ├── quiz 1.PNG │ └── quiz 2.PNG ├── Week 2 │ ├── README.md │ ├── quiz 3.PNG │ └── quiz 4.PNG └── Week 3 │ ├── Final.ipynb │ ├── FinalAssignment.ipynb │ └── README.md ├── Python for Data Science and AI ├── README.md ├── Week 2 │ ├── PY0101EN-2-1-Tuples.ipynb │ ├── PY0101EN-2-2-Lists.ipynb │ ├── PY0101EN-2-3-Dictionaries.ipynb │ ├── PY0101EN-2-4-Sets.ipynb │ ├── quiz 1.1.PNG │ ├── quiz 1.2.PNG │ ├── quiz 2.PNG │ ├── quiz 3.PNG │ └── readme.md ├── week 1 │ ├── PY0101EN-1-1-Types.ipynb │ ├── PY0101EN-1-2-Strings.ipynb │ ├── quiz 1.PNG │ ├── quiz 2.PNG │ ├── quiz 3.1.PNG │ ├── quiz 3.2.PNG │ └── radme.md ├── week 3 │ ├── PY0101EN-3-1-Conditions.ipynb │ ├── PY0101EN-3-2-Loops.ipynb │ ├── PY0101EN-3-3-Functions.ipynb │ ├── PY0101EN-3-4-Classes.ipynb │ ├── quiz 1.PNG │ ├── quiz 2.PNG │ ├── quiz 3.1.PNG │ ├── quiz 3.2.PNG │ ├── quiz 4.PNG │ └── readme.md ├── week 4 │ ├── PY0101EN-4-1-ReadFile.ipynb │ ├── PY0101EN-4-2-WriteFile.ipynb │ ├── PY0101EN-5-1-Numpy1D.ipynb │ ├── PY0101EN-5-2-Numpy2D.ipynb │ ├── PY0101EN-5.1_Intro_API.ipynb │ ├── PY0101EN-5.2_API_2.ipynb │ ├── quiz 1.PNG │ ├── quiz 2.PNG │ ├── quiz 3(set1).PNG │ ├── quiz 3(set2).PNG │ ├── quiz 3(set3).PNG │ ├── quiz 4(set1).PNG │ ├── quiz 4(set2).PNG │ ├── quiz 5(set1).PNG │ ├── quiz 5(set2).PNG │ └── readme.md └── week 5 │ ├── Analyzing US Economic Data and Building a Dashboard.ipynb │ ├── README.md │ ├── S1.png │ ├── S2.png │ ├── S3.png │ ├── ScreenshotOfDashboard(Unemployemnt stats acc. to GDP).png │ └── readme.md ├── README.md ├── What is Data Science ├── Week 3 │ ├── Final Assignment.docx │ ├── _ba35c09f6806b345bda8524bda06a440_Datascience_Orientation_Use_Cases_for_Data_Science_Reading_2.pdf │ ├── _d34fba5dff39fc13a61304749d07af66_Datascience_Orientation_Use_Cases_for_Data_Science_Reading_1.pdf │ └── quiz 1.PNG ├── week 1 │ ├── Datascience_Orientation_Defining_Data_Science_Reading.pdf │ ├── Datascience_Orientation_What_Do_Data_Scientists_Do_Reading.pdf │ ├── quiz 1.PNG │ └── quiz 2.PNG └── week 2 │ ├── _9d7842599be434b5759c48f5fdd33b6a_Datascience_Orientation_Data_Science_in_Business_Reading.pdf │ 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