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IT & Software Python with Machine Learning Start Building AI Models Today (1 Viewer)

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 IT & Software Python with Machine Learning Start Building AI Models Today (1 Viewer)

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MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 25 Lectures ( 3h 14m ) | Size: 2.5 GB


A Beginner Friendly Guide To Python For AI and Machine Learning
What you'll learn
✓ Introduction to Python Programming
✓ Variables, Data Types, Operators
✓ Conditional Statements, Loops
✓ Functions, Modules, and Packages
✓ File Handling in Python
✓ Error Handling and Exceptions
✓ Working with Libraries: NumPy, Pandas
✓ Data Visualization with Matplotlib and Seaborn
✓ Regular Expressions
✓ Data Analysis with Pandas
✓ Data Cleaning and Transformation
✓ Data Normalization and Standardization
✓ Object Oriented Programming (OOP) in Python
✓ Understanding Machine Learning Concepts
✓ Types of Machine Learning
✓ Machine Learning Workflow
✓ Linear Regression
✓ Logistic Regression
✓ Cross-Validation Techniques
✓ Basics of TensorFlow and Keras
✓ Model Evaluation Metrics
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