Course Details
Published Date
2024-01-23Machine Learning and Data Science with Python
BootCamp: Machine Learning and Data Science with Python
Category
Machine Learning
Difficulty
Beginner
Lesson
Practical
Time
5+ Hours
Assignments
Weekly Assignments
Playlist
ViewDuration: The course will span over 3+ months, with sessions held every Sunday at 8:00 PM (Kabul time)
Prerequisite: General Python Knowledge (if you don't you can learn it here!)
Curriculum Highlights:
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Key Concepts (Theory): AI (Machine Learning, Deep Learning, NLP, LLMs), Data (Data Science, Data Mining, Big Data)
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Python Libraries for Data Science (Practical): Introduction to Data Science, NumPy / SciPy, Pandas, Matplotlib, Web Scraping
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Machine Learning Libraries/Frameworks (Practical): Introduction to Machine Learning, Scikit-learn, TensorFlow / PyTorch, Keras
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Optional Section (Practical): Feature Engineering, ChatGPT-4 API Integration
Missed the sessions?
Here is the playlist.