Free Udemy Course __ Machine Learning, AI & Neural Networks: A Complete Course

Learn the Foundations of Machine Learning, Explore AI Concepts, and Build Real-World Neural Network Models Using Python.Total:

4.5 (1,000+ students enrolled) English
Other Machine Learning
Machine Learning, AI & Neural Networks: A Complete Course

What You'll Learn

  • What is Machine Learning
  • AI & Neural Networks
  • Setting Up Your ML Environment
  • Python Basics & Essential Libraries
  • Data Handling & Preprocessing with Pandas
  • Data Visualization Techniques
  • Handling Missing Data & Data Cleaning
  • Feature Scaling & Normalization
  • Encoding Categorical Data
  • Understanding Regression in ML
  • Simple & Multiple Linear Regression
  • Logistic Regression & Decision Trees
  • Model Evaluation & Cross-Validation
  • Introduction to Deep Learning & Neural Networks
  • Building a CNN for Image Classification
  • Object Detection & Image Segmentation
  • Understanding Sequential Data & Time Series
  • Natural Language Processing
  • AI in Creative Fields (Music, Art, Video)
  • Future of AI & ML (Quantum Computing, AGI)
  • AI Career Paths & Industry Opportunities

Requirements

  • No prior knowledge required
  • A computer with internet access
  • Eagerness to learn

Who This Course is For

  • Beginners with no prior AI or machine learning experience
  • Students and professionals looking to enter the AI field
  • Developers and data enthusiasts wanting to master Machine Learning, AI & Neural Networks
  • Business professionals seeking to understand AI driven decision making

Your Instructor

Experienced Instructor

Professional Educator

An experienced instructor with expertise in this field and a passion for teaching.

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