Data Science
Python for Data Science and Machine Learning Bootcamp
Learn Python, Pandas, NumPy, Matplotlib, Scikit-Learn, Machine Learning and Deep Learning!
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0 studentsCreated by Priya Kapoor English 23h 0m 12 lecturesintermediate
What you'll learn
Use Python for Data Science and Machine Learning
Implement Machine Learning algorithms
Use Pandas for data manipulation
Create visualizations with Matplotlib and Seaborn
Build and train Neural Networks with TensorFlow
Work with real-world datasets
Requirements
- • Basic understanding of math and statistics
- • Some prior programming experience helpful
- • Python 3 (free and easy to install)
Description
Learn Python for Data Science, NumPy, Pandas, Matplotlib, Seaborn, Plotly, Scikit-Learn, Machine Learning, Tensorflow, and more!
This course covers everything from Python basics to advanced machine learning algorithms.
Course Curriculum
3 sections • 12 lectures • 23h 0m total length
Introduction & Getting Started4 lectures
Welcome to the Course!Preview
3mCourse Overview & RoadmapPreview
7mSetting Up Your Development Environment
13mHow to Get the Most Out of This Course
4mCore Concepts4 lectures
Understanding the Fundamentals
20mDeep Dive into Key Topics
30mHands-On Practice Exercise
15mQuiz: Test Your Knowledge
5mAdvanced Topics4 lectures
Advanced Concepts Explained
40mReal-World Project Walkthrough
1h 0mBest Practices & Tips
25mSection Summary & Resources
10mAbout the Instructor
P
Priya Kapoor
Data Scientist and ML Engineer with expertise in Python, TensorFlow, and PyTorch. Former AI researcher at IIT Delhi.