Learn Machine Learning - Full Comprehensive Course (2024)

By freeCodeCamp | Free Course on YouTube

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Created by Qasrawii Academy
Last updated 3/2026 EN Beginner 21423 min total

What you'll learn

ML course covering linear and logistic regression, practical case studies, and an end-to-end machine learning project using Python.

Course Content

20 sections • 191 lessons • 21423m total length

Getting Started

10 lessons
Machine Learning | What Is Machine Learning? | Introduction To Machine Learning | 2026 | Simplilearn Preview
8:00
Machine Learning | What Is Machine Learning? | Machine Learning Basics | 2026 | Simplilearn Preview
2:00
Machine Learning In 5 Minutes | Machine Learning Introduction |What Is Machine Learning |Simplilearn Preview
5:00
What Is Machine Learning? | What Is Machine Learning And How Does It Work? | Simplilearn
9:00
Machine Learning Full Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn
382:00
Top 10 Applications of Machine Learning | Machine Learning Applications & Examples | Simplilearn
5:00
Machine Learning Tutorial Part - 1 | Machine Learning Tutorial For Beginners Part - 1 | Simplilearn
63:00
Machine Learning Tutorial Part - 2 | Machine Learning Tutorial For Beginners Part - 2 | Simplilearn
57:00
Machine Learning vs Deep Learning vs Artificial Intelligence | ML vs DL vs AI | Simplilearn
28:00
Mathematics For Machine Learning | Essential Mathematics - Machine Learning Tutorial | Simplilearn
111:00

Fundamentals

10 lessons
Supervised Learning | Unsupervised Learning | Machine Learning Tutorial | 2026 | Simplilearn
10:00
Machine Learning Algorithms | Machine Learning Tutorial | Data Science Algorithms | Simplilearn
71:00
Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn
36:00
Linear Regression in R | Linear Regression in R With Example | Data Science Algorithms | Simplilearn
31:00
Logistic Regression | Logistic Regression in Python | Machine Learning Algorithms | Simplilearn
38:00
Logistic Regression in R | Logistic Regression in R Example | Data Science Algorithms | Simplilearn
20:00
Confusion Matrix TensorFlow | Confusion Matrix Explained With Example | 2026 | Simplilearn
25:00
Decision Tree In Machine Learning | Decision Tree Algorithm In Python |Machine Learning |Simplilearn
33:00
Decision Tree In R | Decision Tree Algorithm | Data Science Tutorial | Machine Learning |Simplilearn
46:00
Random Forest Algorithm - Random Forest Explained | Random Forest in Machine Learning | Simplilearn
46:00

Core Concepts

10 lessons
Random Forest In R | Random Forest Algorithm | Random Forest Tutorial |Machine Learning |Simplilearn
27:00
KNN Algorithm In Machine Learning | KNN Algorithm Using Python | K Nearest Neighbor | Simplilearn
28:00
Support Vector Machine - How Support Vector Machine Works | SVM In Machine Learning | Simplilearn
27:00
Support Vector Machine in R | SVM Algorithm Explained with Example | Data Science in R | Simplilearn
21:00
Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With Example | Simplilearn
44:00
K Means Clustering Algorithm | K Means In Python | Machine Learning Algorithms |Simplilearn
50:00
Hierarchical Clustering | Hierarchical Clustering in R |Agglomerative Clustering |Simplilearn
44:00
Time Series Analysis - 1 | Time Series in Excel | Time Series Forecasting | Data Science|Simplilearn
33:00
Time Series Analysis - 2 | Time Series in R | ARIMA Model Forecasting | Data Science | Simplilearn
26:00
How Does Netflix Work? | How Netflix Uses Machine Learning | Machine Learning Use Cases |Simplilearn
3:00

Intermediate Topics

10 lessons
How to Become A Machine Learning Engineer | How To Learn Machine Learning | Simplilearn
10:00
Machine Learning Engineer Salary, Roles And Responsibilities, Skills and Resume | Simplilearn
19:00
Machine Learning Interview Questions & Answers | Machine Learning Interview Preparation |Simplilearn
73:00
Machine Learning Tutorial | Machine Learning Basics | Machine Learning Algorithms | Simplilearn
35:00
Machine Learning Projects | Machine Learning Applications | Machine Learning Training | Simplilearn
11:00
Overfitting And Underfitting Machine Learning | Machine Learning Tutorial For Beginners |Simplilearn
16:00
Regularization In Machine Learning | Regularization Example | Machine Learning Tutorial |Simplilearn
30:00
Machine Learning With Python | Machine Learning Tutorial | Python Machine Learning | Simplilearn
56:00
A Brief History Of Machine Learning | Machine Learning For Beginners | Simplilearn
4:00
Deep Learning | What is Deep Learning? | Deep Learning Tutorial For Beginners | 2026 | Simplilearn
6:00

Advanced Concepts

10 lessons
What is Deep Learning? | Introduction to Deep Learning | Deep Learning Tutorial | Simplilearn
38:00
Deep Learning Tutorial | Deep Learning TensorFlow | Deep Learning With Neural Networks | Simplilearn
71:00
Deep Learning Tutorial - Part 2 | TensorFlow Object Detection | TensorFlow Tutorial | Simplilearn
12:00
What is a Neural Network? | How Deep Neural Networks Work | Neural Network Tutorial | Simplilearn
13:00
Neural Network Tutorial | Artificial Neural Network Tutorial | Deep Learning Tutorial | Simplilearn
54:00
What is TensorFlow? | Introduction to TensorFlow | TensorFlow Tutorial for Beginners | Simplilearn
74:00
Install TensorFlow in Jupyter Notebook | How to Install TensorFlow on Ubuntu | Anaconda |Simplilearn
29:00
TensorFlow Tutorial | Deep Learning with TensorFlow | TensorFlow Tutorial for Beginners |Simplilearn
59:00
TensorFlow Object Detection API Tutorial | Object Detection API | TensorFlow Tutorial | Simplilearn
11:00
Recurrent Neural Network (RNN) Tutorial | RNN LSTM Tutorial | Deep Learning Tutorial | Simplilearn
59:00

Projects & Practice

10 lessons
Convolutional Neural Network Tutorial (CNN) | How CNN Works | Deep Learning Tutorial | Simplilearn
64:00
Deep Learning Interview Questions And Answers | AI & Deep Learning Interview Questions | Simplilearn
45:00
What is Machine Learning? | Machine Learning Tutorial | Machine Learning Basics | Simplilearn
19:00
AI and Machine Learning | Rise of AI Robots | AI 2026 | ElonMusk BillGates SundarPichai|Simplilearn
5:00
How To Become An Artificial Intelligence Engineer | AI Engineer Career Path And Skills | Simplilearn
8:00
Top Technologies To Expect In 2020 | Trending Technologies In IT Industry 2020 | Simplilearn
10:00
Self Driving Cars - The Future Of Autonomous Vehicles & Transportation | Google Waymo | Simplilearn
4:00
Coronavirus Outbreak Prediction Using Machine Learning | Predicted vs Actual | Simplilearn
31:00
Machine Learning Crash Course | Machine Learning Tutorial | Machine Learning Projects | Simplilearn
240:00
Machine Learning For Absolute Beginners 2020 | Machine Learning Tutorial For Beginners | Simplilearn
33:00

Deep Dive

10 lessons
Text Classification Using Naive Bayes | Naive Bayes Algorithm In Machine Learning | Simplilearn
20:00
PCA In Machine Learning | Principal Component Analysis | Machine Learning Tutorial | Simplilearn
31:00
How to Make Money With Machine Learning | Machine Learning | Simplilearn
9:00
US Election Prediction 2020 Latest | US Election Prediction Using Machine Learning | Simplilearn
29:00
Types Of Machine Learning | Machine Learning Algorithms | Machine Learning Tutorial | Simplilearn
21:00
Classification In Machine Learning | Machine Learning Tutorial | Python Training | Simplilearn
64:00
Machine Learning With R | Machine Learning Full Course | Machine Learning Tutorial | Simplilearn
599:00
Cost Function In Machine Learning With Example | Machine Learning Tutorial | Simplilearn
33:00
Supervised vs Unsupervised vs Reinforcement Learning | Machine Learning Tutorial | Simplilearn
6:00
Feature Selection In Machine Learning | Feature Selection Techniques With Examples | Simplilearn
23:00

Expert Level

10 lessons
Machine Learning Roadmap 2026 | How To Become A Machine Learning Engineer | Simplilearn
6:00
Linear Regression vs Logistic Regression | Machine learning Algorithms Explained | Simplilearn
37:00
Cross Validation In Machine Learning | Cross Validation | Machine Learning Tutorial | Simplilearn
26:00
Tips To Learn Python Programming | Effective Tips To Learn Python Faster | Simplilearn
9:00
Machine Learning Algorithms Full Course | Machine Learning Algorithms Explained | Simplilearn
335:00
Machine Learning Steps | Machine Learning Basics | Machine Learning Tutorial | Simplilearn
6:00
Supervised And Unsupervised Machine Learning Full Course - Algorithms With Examples | Simplilearn
353:00
Machine Learning Engineer Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn
569:00
Machine Learning 🔥FREE Online Course | Machine Learning Course With Certificate | Simplilearn
4:00
🔥FREE Natural Language Processing (NLP) And Text Mining Course | NLP Free Course | Simplilearn
2:00

Mastery

10 lessons
Machine Learning Roadmap For 2026 | How To Become Machine Learning Engineer | Simplilearn
8:00
🔥FREE Machine Learning With R Course | Learn Machine Learning For FREE | SkillUp | Simplilearn
4:00
🔥Free OpenCV Course For Beginners | OpenCV Course Free | SkillUp | Simplilearn
4:00
What Is Django And How It Works? | Django Rest Framework Python | Django Tutorial | Simplilearn
4:00
Introduction To Machine Learning | Machine Learning Basics for Beginners | ML Basics | Simplilearn
16:00
What Is Supervised Learning In Machine Learning? | Machine Learning For Beginners | Simplilearn
14:00
Machine Learning Algorithms In-Depth Guide For 2022 | ML Algorithms Explained | Simplilearn
43:00
Regression Analysis | What Is Regression Analysis | Introduction to Regression Analysis |Simplilearn
53:00
Loan Approval Prediction using Machine Learning | Machine Learning Projects 2026 | Simplilearn
53:00
AI vs ML vs DL vs Data Science - Difference Explained | Simplilearn
7:00

Final Projects

10 lessons
Parkinson’s Disease Detection Using Machine Learning | Machine Learning Projects 2026 | Simplilearn
33:00
Python Machine Learning Projects For Beginners 2026 | Machine Learning With Python | Simplilearn
228:00
Mask Detection Using Python | Face Mask Detection Using OpenCV Python | Simplilearn
31:00
K Means Clustering Algorithm | K Means Example in Python | Machine Learning Algorithms | Simplilearn
50:00
Market Basket Analysis Using Association Mining Rule | Machine Learning Projects 2026 | Simplilearn
36:00
Myers Briggs Personality Indicator Using Machine Learning | ML Projects Using Python | Simplilearn
55:00
Hate Speech Detection Using Machine Learning | ML Projects Using Python | Simplilearn
28:00
Time Series Forecasting In Python | Time Series Analysis | ML Projects Using Python | Simplilearn
72:00
FIFA World Cup 2026 Winner Prediction Using Python | Python Projects For Beginners | Simplilearn
135:00
🔥Fake News Detection Using Machine Learning | Machine Learning Projects In Python | Simplilearn
47:00

Bonus Content

10 lessons
Faringham Disease Prediction Using Machine Learning | Heart Disease Prediction | Simplilearn
86:00
FIFA World Cup 2026 Final Prediction Using Python | Python Projects For Beginners | Simplilearn
93:00
Machine Learning Projects For Beginners 2026 | Machine Learning Projects | ML Projects | Simplilearn
191:00
Bitcoin Prediction Using Machine Learning | Machine Learning Projects | ML Projects | Simplilearn
51:00
Machine Learning Roadmap 2026 | Machine Learning Roadmap for Beginners | ML Roadmap | Simplilearn
4:00
Whatsapp Group Chat Analysis Using Python | Machine Learning Projects 2026 | Simplilearn
55:00
What is PyTorch ? | PyTorch in 8 Minutes | PyTorch Tutorial for Beginners | Simplilearn
7:00
What is LSTM ?| Long Short Term Memory Explained with Example | Deep Learning Tutorial | Simplilearn
71:00
CNN Tutorial for Beginners | Convolutional Neural Network | CNN Tutorial Python | Simplilearn
70:00
PyTorch Tutorial for Beginners | Deep Learning with Pytorch | Pytorch Installation | Simplilearn
15:00

Additional Topics

10 lessons
Object Detection Using YOLOv5 | PyTorch Object Detection | PyTorch for Beginners | Simplilearn
14:00
RNN Tutorial for Beginners | Recurrent Neural Network | RNN In Deep Learning | Simplilearn
79:00
Object Detection Using OpenCV Python | Object Detection OpenCV Tutorial | Simplilearn
29:00
Convolutional Neural Networks | CNN With TensorFlow | CNN Tutorial for Beginners | CNN | Simplilearn
66:00
Deep Learning With Pytorch | Introduction to Pytorch for Deep Learning | Pytorch Basics| Simplilearn
35:00
Deep Learning With Python | Deep Learning Python Tutorial | Deep Learning for Beginners |Simplilearn
73:00
Generative Adversarial Networks Tutorial | What is GAN | Deep Learning for Beginners | Simplilearn
45:00
🔥 Machine Learning Roadmap 2026 | How to Become ML Expert? | ML Roadmap 2026 | Simplilearn
10:00
Machine Learning in 2 Minutes | What is Machine Learning? | Machine Learning Explained | Simplilearn
2:00
Email Spam Classifier Project | Email Spam Detection | Python Machine Learning Projects |Simplilearn
34:00

Part 13

10 lessons
Basics of Machine Learning | Machine Learning Fundamentals | Machine Learning Training | Simplilearn
286:00
Introduction to Hidden Markov Model | HMM | Pattern Recognition | Machine Learning | Simplilearn
30:00
Object Tracking With OpenCV And Python | Object Detection Opencv Python | Simplilearn
37:00
🔥 Best Machine Learning Bootcamp For 2026 | Machine Learning Bootcamp For Beginners | Simplilearn
5:00
🔥 Advanced Machine Learning Course 2026 | Machine Learning Training 2026 | Simplilearn
698:00
🔥 Skills Required For ML Engineer 2026 | Skills for Machine Learning Engineer In 2026 | Simplilearn
6:00
🔥 Advanced Deep Learning Course 2026 | Learn Deep Learning In 7 Hours | Simplilearn
388:00
🔥 ChatGPT For Digital Marketing 2026 | ChatGPT Course For Digital Marketing | Simplilearn
132:00
🔥 AI And Machine Learning Specialist Course 2026 | AI ML Course for Beginners | Simplilearn
624:00
🔥 Top 5 Hottest IT Jobs Of 2026 | Highest Paying Jobs Of 2026 | Highest Paying Jobs | Simplilearn
6:00

Part 14

10 lessons
🔥 Backward Chaining and Forward Chaining In AI | AI Tutorial for Beginners | Simplilearn
11:00
AI In Cybersecurity | Using AI In Cybersecurity | How AI Can Be Used in Cyber Security | Simplilearn
9:00
🔥 Machine Learning Expert Course 2026 | Learn Machine Learning In 9 Hours | Simplilearn
553:00
🔥 AI Specialist Course 2026 | AI Specialist Training For 2026 | AI Basics In 9 Hours | Simplilearn
522:00
🔥 Deep Learning Crash Course 2026 | Learn Deep Learning Fundamentals In 5 Hours | Simplilearn
325:00
🔥 AI Course For Beginners 2026 | Learn Artificial Intelligence From Scratch | Simplilearn
401:00
🔥 Machine Learning Roadmap 2024 | Machine Learning Career Path 2024 | Simplilearn
10:00
🔥 Artificial Intelligence Full Course With Python 2026 | AI Full Course 2026| Simplilearn
636:00
🔥 Deep Learning Roadmap 2026 | Deep Learning Career Path 2026 | Simplilearn
8:00
🔥 5 Best Programming Languages For AI In 2026 | Top 5 Languages For AI 2026 | Simplilearn
13:00

Part 15

10 lessons
🔥 Machine Learning With Python | Python Machine Learning Full Course | Simplilearn
550:00
🔥 Natural Language Processing In AI 2026 | Natural Language Processing Course 2026 | Simplilearn
437:00
Top 10 Robotics Project 2026 | Robotics Projects for Beginners | Robotics Projects | Simplilearn
18:00
AI Engineer Roadmap 2026 | Roadmap To Become AI Engineer | AI Engineer Career Path 2026 |Simplilearn
10:00
AI Course With Python In 2026 | Learn Artificial Intelligence With Python In 10 Hours | Simplilearn
689:00
Deep Learning Course For Beginners 2026 | Deep Learning For Beginners | Simplilearn
618:00
Top 10 Python Projects 2026 | 10 Best Python Projects for Resume | Python Project Ideas |Simplilearn
10:00
Will AI Take Over Programming? 🤔😨😱 | Will AI Replace Programmers | Is Coding Dead? | Simplilearn
5:00
Machine Learning Beginners To Advanced Course 2026 | ML In 10 Hours | Simplilearn
583:00
🔥 Top 10 Machine Learning Skills Required In 2026 | ML Skills For Beginners 2026 | Simplilearn
7:00

Part 16

10 lessons
🔥 AI ML Engineer Roadmap 2024 | Roadmap To Become AI ML Engineer In 2024 | Simplilearn
17:00
🔥 Deep Learning NLP Course 2026 | NLP Deep Learning Tutorial 2026 | Simplilearn
670:00
🔥 How To Become ML Engineer 2026 | ML Engineer Career Path 2026 | Simplilearn
8:00
🔥 ML Complete Course 2026 | Machine Learning Full Course 2026 | Simplilearn
589:00
🔥 AI ML Complete Course 2026 | AI ML Course for Beginners 2026 | Simplilearn
597:00
🔥 MLOps Roadmap 2026 | MLOps Career Path 2026 | MLOps Careers | Simplilearn
7:00
🔥 Colour Detection Using OpenCV Python | Color Recognition With Python And ML | Simplilearn
22:00
🔥 Regression In Machine Learning 2023 | What Is Regression in Machine Learning? | Simplilearn
64:00
Top 10 Machine Learning Algorithms In 2024 | Machine Learning Algorithms | ML Engineer | Simplilearn
13:00
Decision Tree Algorithm In Machine Learning | Decision Tree In Machine Learning | Simplilearn
20:00

Part 17

10 lessons
🏏World Cup Winner 2023 Predictions Using Machine Learning |Who Will Win World Cup 2023| Simplilearn
62:00
🔥 Natural Language Processing In AI 2023 | Natural Language Processing Course 2023 | Simplilearn
10:00
🔥 Artificial Intelligence Full Course 2026 | AI Tutorial For Beginners |AI Full Course| Simplilearn
674:00
Machine Learning Projects For Beginners 2026 |Machine Learning Projects With Source Code|Simplilearn
199:00
Top 10 Highest Paying AI ML Jobs 2026 | 10 Highest Paid AI ML Jobs | AI ML Careers | Simplilearn
18:00
🔥 Support Vector Machine In Machine Learning | Support Vector Machine | Simplilearn
21:00
7 Python Projects For Beginners | Python Project Ideas For Beginners | Python Projects | Simplilearn
342:00
K Means Clustering Algorithm Using Python | K Means Clustering in Machine Learning | Simplilearn
30:00
Unlocking the Types of Reinforcement Learning in a Nutshell! 🤖 #Shorts #Simplilearn
1:00
🔥 K-Medoids Clustering Algorithm | K Medoids Clustering Example | Machine Learning | Simplilearn
11:00

Part 18

10 lessons
Learn Java Using ChatGPT | How To Learn Coding Fast Using Chatgpt | ChatGPT Tutorial | Simplilearn
12:00
Master the Perfect ChatGPT Prompt Formula | The Perfect ChatGPT Prompt Formula | Simplilearn
15:00
How To Learn AI Using ChatGPT In 2026 | Learn AI For Beginners | ChatGPT Tutorial |Simplilearn
20:00
How To Learn AI & ML In 2026 | Complete AI & ML Roadmap 2026 | Machine Learning Roadmap |Simplilearn
10:00
How To Use PERPLEXITY AI | Perplexity AI For Beginners | Perplexity AI Tutorial | Simplilearn
10:00
New GOOGLE AI Video Generator - GOOGLE VEO | Text To Video Generator | Sora Competitor | SImplilearn
7:00
Top 10 New AI Tools You Should Try In 2026 | Top 10 AI Tools For 2026 | AI Tools | Simplilearn
22:00
What Is Deep Learning? | Deep Learning In AI | Deep Learning Tutorial For Beginners | Simplilearn
9:00
Exploratory Data Analysis (EDA) Using Python | Exploratory Data Analysis Project | Simplilearn
36:00
SearchGPT | SearchGPT OpenAI | SearchGPT Demo | Using OpenAI Search Engine | 2026 | Siimplilearn
9:00

Part 19

10 lessons
Top Products to Sell Online Using AI | AI Digital Marketing Course | Simplilearn
12:00
AdaBoost Algorithm | AdaBoost Algorithm In Machine Learning | AdaBoost Algorithm in AI | Simplilearn
11:00
GenAI Roadmap for Beginners | How To Become A Gen AI Engineer | Simplilearn
9:00
Run Llama 3.1 privately | Run New Llama 3.1 On Your Computer Privately In 10 Minutes | Simplilearn
10:00
What is Hugging Face? | Hugging Face Models | Transformers | Pipelines In Hugging Face | Simplilearn
51:00
OpenAI Sora | Sora AI Video Generator | How To Use Sora AI? | OpenAI Sora Tutorial | Simplilearn
12:00
KNN Classification In Machine Learning | K-Nearest Neighbor Algorithm Explained | Simplilearn
32:00
Machine Learning Full Course 2026 | Machine Learning Tutorial For Beginners | Simplilearn
719:00
[Deleted video]
1:00
AI and Machine Learning Full Course 2026 | AI & Machine Learning Tutorial For Beginners |Simplilearn
1407:00

Part 20

1 lesson
Machine Learning Full Course 2026 | Complete Machine Learning Training in 24 Hours | Simplilearn
1406:00

Description

ML course covering linear and logistic regression, practical case studies, and an end-to-end machine learning project using Python.

Original course by freeCodeCamp. Curated and organized for optimal learning on Qasrawii LMS.

Requirements

  • A computer with internet access
  • Willingness to learn

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Free Open Access

This course includes:

191 lessons
21423 minutes of content
Beginner level
EN
Full lifetime access
Certificate of completion