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Machine Learning, AI & Neural Networks: A Complete Course

4.50
3,160 students
5h 10m
Updated Apr 2026

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

Course Description

Machine Learning, AI & Neural Networks: A Complete Course

Learn Machine Learning, AI & Neural Networks from scratch and gain the skills needed to build intelligent systems used in real-world applications. This comprehensive course is designed to help beginners, professionals, and aspiring AI engineers understand how modern Artificial Intelligence works and how to apply it effectively.


In this course, you will explore the fundamentals of Machine Learning, AI & Neural Networks, including data driven learning, algorithm selection, model training, and performance evaluation. You’ll also dive into neural networks and deep learning concepts that power today’s most advanced technologies such as self driving cars, recommendation engines, voice assistants, and image recognition systems.


What This Course Covers

  • Introduction to Machine Learning, AI & Neural Networks

  • Supervised, unsupervised, and reinforcement learning techniques

  • Neural networks, deep learning, and model optimization

  • Practical AI applications and real-world use cases

  • Understanding how AI systems learn, adapt, and improve

  • Tools and best practices for building scalable AI solutions


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


Why Enroll

  • In-demand skills for today’s job market

  • Clear explanations with hands-on learning examples

  • Lifetime access and practical knowledge you can apply immediately

  • Strong foundation for advanced AI, deep learning, and data science careers


By the end of this course, you will confidently understand and apply Machine Learning, AI & Neural Networks to solve real problems and advance your career in Artificial Intelligence.


Enroll now and start mastering the future of technology with Machine Learning, AI & Neural Networks.

Requirements

  • Basic Programming experience needed
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Machine Learning, AI & Neural Networks: A Complete Course

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Course Details

  • Level All Levels
  • Lectures 29
  • Duration 5h 10m