├── .github └── FUNDING.yml ├── Copy_of_Decision+Tree.ipynb ├── Data Science ├── BDM 221 DATA SCIENCE.pdf ├── Lesson 1 introduction to data science programming.pdf ├── Lesson 10 MySQL knowledge required for Data Science..pdf ├── Lesson 2 Charting in Collaboratory.pdf ├── Lesson 2 Data Science methodology.pdf ├── Lesson 3 Loading and Visualising Data Sets.pdf ├── Lesson 3 Python Libraries for data science.pdf ├── Lesson 4 Exploratory data analysis (EDA).pdf ├── Lesson 5 Data Wrangling in data science.pdf ├── Lesson 6 What is ML ,Types of machine Learning.pdf ├── Lesson 7 Supervised Learning Decision tree.pdf ├── Lesson 8 Unsupervised methods in Data science.pdf ├── Lesson 9 K-Means clustering Algorithm..pdf ├── lecturer George - Data Science.txt ├── topic 1 Introduction to Python Concepts 1.pdf └── topic 1 Introduction to Python Concepts 2.pdf ├── Data science ├── BDM 221 DATA SCIENCE.pdf ├── Introduction to Python Concepts 2.pdf ├── L10 MySQL knowledge required for Data Science..pdf ├── L2 Charting in Collaboratory.pdf ├── L3 Loading and Visualising Data Sets.pdf ├── L4 Exploratory data analysis (EDA).pdf ├── L5 Data Wrangling in data science.pdf ├── L6 Introduction to Python Concepts.pdf ├── L6 What is ML ,Types of machine Learning.pdf ├── L7 Supervised Learning Decision tree.pdf ├── L8 Unsupervised methods in Data science.pdf ├── L9 K-Means clustering Algorithm..pdf ├── Lesson 1 introduction to data science programming.pdf ├── Lesson 2 Data Science methodology.pdf ├── Lesson 3 Python Libraries for data science.pdf └── lecturer George - Data Science.txt ├── Data_Science_Learning.ipynb ├── Decision+Tree.ipynb ├── Jupyter demo (1).ipynb ├── LICENSE ├── Mall_Customers+29.csv ├── Mall_customer_clustering.ipynb ├── README.md ├── cat 2 data science.ipynb ├── covid_19_india.csv ├── datasciencecat2.ipynb ├── iris.csv ├── lecturer George - Data Science.txt ├── pandas+2_0+29.ipynb └── step_by_step_kmeans_explained_in_detail.ipynb /.github/FUNDING.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/.github/FUNDING.yml -------------------------------------------------------------------------------- /Copy_of_Decision+Tree.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Copy_of_Decision+Tree.ipynb -------------------------------------------------------------------------------- /Data Science/BDM 221 DATA SCIENCE.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/BDM 221 DATA SCIENCE.pdf -------------------------------------------------------------------------------- /Data Science/Lesson 1 introduction to data science programming.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 1 introduction to data science programming.pdf -------------------------------------------------------------------------------- /Data Science/Lesson 10 MySQL knowledge required for Data Science..pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 10 MySQL knowledge required for Data Science..pdf -------------------------------------------------------------------------------- /Data Science/Lesson 2 Charting in Collaboratory.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 2 Charting in Collaboratory.pdf -------------------------------------------------------------------------------- /Data Science/Lesson 2 Data Science methodology.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 2 Data Science methodology.pdf -------------------------------------------------------------------------------- /Data Science/Lesson 3 Loading and Visualising Data Sets.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 3 Loading and Visualising Data Sets.pdf -------------------------------------------------------------------------------- /Data Science/Lesson 3 Python Libraries for data science.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 3 Python Libraries for data science.pdf -------------------------------------------------------------------------------- /Data Science/Lesson 4 Exploratory data analysis (EDA).pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 4 Exploratory data analysis (EDA).pdf -------------------------------------------------------------------------------- /Data Science/Lesson 5 Data Wrangling in data science.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 5 Data Wrangling in data science.pdf -------------------------------------------------------------------------------- /Data Science/Lesson 6 What is ML ,Types of machine Learning.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 6 What is ML ,Types of machine Learning.pdf -------------------------------------------------------------------------------- /Data Science/Lesson 7 Supervised Learning Decision tree.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 7 Supervised Learning Decision tree.pdf -------------------------------------------------------------------------------- /Data Science/Lesson 8 Unsupervised methods in Data science.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 8 Unsupervised methods in Data science.pdf -------------------------------------------------------------------------------- /Data Science/Lesson 9 K-Means clustering Algorithm..pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/Lesson 9 K-Means clustering Algorithm..pdf -------------------------------------------------------------------------------- /Data Science/lecturer George - Data Science.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/lecturer George - Data Science.txt -------------------------------------------------------------------------------- /Data Science/topic 1 Introduction to Python Concepts 1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/topic 1 Introduction to Python Concepts 1.pdf -------------------------------------------------------------------------------- /Data Science/topic 1 Introduction to Python Concepts 2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data Science/topic 1 Introduction to Python Concepts 2.pdf -------------------------------------------------------------------------------- /Data science/BDM 221 DATA SCIENCE.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/BDM 221 DATA SCIENCE.pdf -------------------------------------------------------------------------------- /Data science/Introduction to Python Concepts 2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/Introduction to Python Concepts 2.pdf -------------------------------------------------------------------------------- /Data science/L10 MySQL knowledge required for Data Science..pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/L10 MySQL knowledge required for Data Science..pdf -------------------------------------------------------------------------------- /Data science/L2 Charting in Collaboratory.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/L2 Charting in Collaboratory.pdf -------------------------------------------------------------------------------- /Data science/L3 Loading and Visualising Data Sets.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/L3 Loading and Visualising Data Sets.pdf -------------------------------------------------------------------------------- /Data science/L4 Exploratory data analysis (EDA).pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/L4 Exploratory data analysis (EDA).pdf -------------------------------------------------------------------------------- /Data science/L5 Data Wrangling in data science.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/L5 Data Wrangling in data science.pdf -------------------------------------------------------------------------------- /Data science/L6 Introduction to Python Concepts.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/L6 Introduction to Python Concepts.pdf -------------------------------------------------------------------------------- /Data science/L6 What is ML ,Types of machine Learning.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/L6 What is ML ,Types of machine Learning.pdf -------------------------------------------------------------------------------- /Data science/L7 Supervised Learning Decision tree.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/L7 Supervised Learning Decision tree.pdf -------------------------------------------------------------------------------- /Data science/L8 Unsupervised methods in Data science.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/L8 Unsupervised methods in Data science.pdf -------------------------------------------------------------------------------- /Data science/L9 K-Means clustering Algorithm..pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/L9 K-Means clustering Algorithm..pdf -------------------------------------------------------------------------------- /Data science/Lesson 1 introduction to data science programming.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/Lesson 1 introduction to data science programming.pdf -------------------------------------------------------------------------------- /Data science/Lesson 2 Data Science methodology.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/Lesson 2 Data Science methodology.pdf -------------------------------------------------------------------------------- /Data science/Lesson 3 Python Libraries for data science.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/Lesson 3 Python Libraries for data science.pdf -------------------------------------------------------------------------------- /Data science/lecturer George - Data Science.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data science/lecturer George - Data Science.txt -------------------------------------------------------------------------------- /Data_Science_Learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Data_Science_Learning.ipynb -------------------------------------------------------------------------------- /Decision+Tree.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Decision+Tree.ipynb -------------------------------------------------------------------------------- /Jupyter demo (1).ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Jupyter demo (1).ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/LICENSE -------------------------------------------------------------------------------- /Mall_Customers+29.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Mall_Customers+29.csv -------------------------------------------------------------------------------- /Mall_customer_clustering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/Mall_customer_clustering.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/README.md -------------------------------------------------------------------------------- /cat 2 data science.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/cat 2 data science.ipynb -------------------------------------------------------------------------------- /covid_19_india.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/covid_19_india.csv -------------------------------------------------------------------------------- /datasciencecat2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/datasciencecat2.ipynb -------------------------------------------------------------------------------- /iris.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/iris.csv -------------------------------------------------------------------------------- /lecturer George - Data Science.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/lecturer George - Data Science.txt -------------------------------------------------------------------------------- /pandas+2_0+29.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/pandas+2_0+29.ipynb -------------------------------------------------------------------------------- /step_by_step_kmeans_explained_in_detail.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Maxwell-Muthui-Mwangi/Ballershopke-Python_Data-Science/HEAD/step_by_step_kmeans_explained_in_detail.ipynb --------------------------------------------------------------------------------