- Introduction to Data Science Tools:
- Intro to Jupyter Notebook
- Notebook Type Interface for Data Science
- Google Colab and Kaggle Kernels
- Introduction to Kaggle and GitHub
- Overview of the Projects in Python
- Data Wrangling using NumPy:
- Introduction to NumPy Fundamentals
- NumPy Array
- NumPy Indexing and Selection
- Application and Real-world Problem solving using NumPy
- Data Wrangling using Pandas
- Introduction to Pandas Fundamental
- Data frame and Series in Pandas
- Application and real-world problem-solving using Pandas
- Python for Visualization: Matplotlib
- Matplotlib Fundamental
- Introduction to Different Plots and Charts
- Python for Visualization: Seaborn
- Seaborn Fundamental
- Introduction to Different Plots and Charts
- Simple Linear Regression
- Multiple Linear regression
- Logistic Regression
- Feed Forward Artificial Neural Network
Other Courses
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