Course
HomeMachine Learning
Machine Learning Courses
Machine learning courses cover algorithms and concepts for enabling computers to learn from data and make decisions without explicit programming. Build your skills in NLP, deep learning, MLOps and more.
Recommended for Machine Learning beginners
Build your Machine Learning skills with interactive courses, curated by real-world experts
2 hr
4.7K
Track
Machine Learning Fundamentals with Python
16 hr
341
Not sure where to start?
Take an AssessmentBrowse Machine Learning courses and tracks
68 resultsCourse
Supervised Learning with scikit-learn
IntermediateSkill Level
4 hr
5.6K
Course
Understanding Machine Learning
BeginnerSkill Level
2 hr
4.7K
Course
Introduction to Natural Language Processing in Python
IntermediateSkill Level
4 hr
1.2K
Course
Unsupervised Learning in Python
IntermediateSkill Level
4 hr
3K
Course
Machine Learning with Tree-Based Models in Python
IntermediateSkill Level
5 hr
2.3K
Course
MLOps Concepts
IntermediateSkill Level
2 hr
1.3K
Course
Preprocessing for Machine Learning in Python
IntermediateSkill Level
4 hr
1.4K
Course
Supervised Learning in R: Classification
IntermediateSkill Level
4 hr
1K
Course
Machine Learning for Business
BeginnerSkill Level
2 hr
1.5K
Course
Linear Classifiers in Python
IntermediateSkill Level
4 hr
1.4K
Course
Cluster Analysis in Python
IntermediateSkill Level
4 hr
895
Course
End-to-End Machine Learning
IntermediateSkill Level
4 hr
498
Course
Introduction to TensorFlow in Python
IntermediateSkill Level
4 hr
496
Course
Image Processing in Python
IntermediateSkill Level
4 hr
344
Course
Machine Learning for Time Series Data in Python
AdvancedSkill Level
4 hr
597
Course
Unsupervised Learning in R
IntermediateSkill Level
4 hr
731
Course
Extreme Gradient Boosting with XGBoost
IntermediateSkill Level
4 hr
604
Course
Supervised Learning in R: Regression
IntermediateSkill Level
4 hr
766
Course
Dimensionality Reduction in Python
IntermediateSkill Level
4 hr
649
Course
Feature Engineering for Machine Learning in Python
IntermediateSkill Level
4 hr
693
Course
Model Validation in Python
IntermediateSkill Level
4 hr
761
Course
Machine Learning with caret in R
AdvancedSkill Level
4 hr
501
Course
Sentiment Analysis in Python
IntermediateSkill Level
4 hr
356
Course
Hyperparameter Tuning in Python
IntermediateSkill Level
4 hr
582
Course
Natural Language Processing with spaCy
IntermediateSkill Level
4 hr
395
Course
Introduction to MLflow
AdvancedSkill Level
4 hr
294
Course
Machine Learning with PySpark
AdvancedSkill Level
4 hr
477
Course
Machine Learning for Finance in Python
IntermediateSkill Level
4 hr
177
Course
ARIMA Models in Python
AdvancedSkill Level
4 hr
309
Course
Developing Machine Learning Models for Production
IntermediateSkill Level
4 hr
495
Course
Market Basket Analysis in Python
IntermediateSkill Level
4 hr
475
Course
Feature Engineering for NLP in Python
AdvancedSkill Level
4 hr
396
Course
MLOps Deployment and Life Cycling
AdvancedSkill Level
4 hr
380
Course
Winning a Kaggle Competition in Python
AdvancedSkill Level
4 hr
431
Course
Introduction to Predictive Analytics in Python
BeginnerSkill Level
4 hr
263
Course
Modeling with tidymodels in R
IntermediateSkill Level
4 hr
460
Course
Building Chatbots in Python
IntermediateSkill Level
4 hr
71
Course
Cluster Analysis in R
IntermediateSkill Level
4 hr
338
Course
Machine Learning with Tree-Based Models in R
IntermediateSkill Level
4 hr
338
Course
Fraud Detection in Python
IntermediateSkill Level
4 hr
87
Course
CI/CD for Machine Learning
AdvancedSkill Level
5 hr
272
Course
Building Recommendation Engines in Python
IntermediateSkill Level
4 hr
179
Course
Ensemble Methods in Python
AdvancedSkill Level
4 hr
286
Course
Practicing Machine Learning Interview Questions in Python
AdvancedSkill Level
4 hr
76
Course
Fully Automated MLOps
IntermediateSkill Level
4 hr
320
Course
Advanced NLP with spaCy
IntermediateSkill Level
5 hr
109
Course
Text Mining with Bag-of-Words in R
IntermediateSkill Level
4 hr
223
Course
Designing Machine Learning Workflows in Python
AdvancedSkill Level
4 hr
150
Course
Dimensionality Reduction in R
IntermediateSkill Level
4 hr
174
Course
Building Recommendation Engines with PySpark
AdvancedSkill Level
4 hr
180
Course
Case Study: School Budgeting with Machine Learning in Python
IntermediateSkill Level
4 hr
94
Course
Monitoring Machine Learning in Python
AdvancedSkill Level
3 hr
159
Course
Sentiment Analysis in R
IntermediateSkill Level
4 hr
165
Course
Machine Learning for Marketing in Python
IntermediateSkill Level
4 hr
76
Course
Machine Learning in the Tidyverse
IntermediateSkill Level
5 hr
131
Course
Introduction to Natural Language Processing in R
IntermediateSkill Level
4 hr
53
Course
Machine Learning Monitoring Concepts
IntermediateSkill Level
2 hr
171
Course
Feature Engineering in R
IntermediateSkill Level
4 hr
158
Course
Support Vector Machines in R
IntermediateSkill Level
4 hr
162
Course
Machine Learning for Marketing Analytics in R
IntermediateSkill Level
4 hr
24
Course
Data Privacy and Anonymization in Python
AdvancedSkill Level
4 hr
26
Course
HR Analytics: Predicting Employee Churn in Python
IntermediateSkill Level
4 hr
43
Course
Hyperparameter Tuning in R
AdvancedSkill Level
4 hr
85
Course
MLOps for Business
BeginnerSkill Level
3 hr
83
Course
Fraud Detection in R
IntermediateSkill Level
4 hr
16
Course
Intermediate Predictive Analytics in Python
IntermediateSkill Level
4 hr
35
Course
Introduction to Data Versioning with DVC
IntermediateSkill Level
3 hr
24
Course
Predicting CTR with Machine Learning in Python
IntermediateSkill Level
4 hr
11
Related resources on Machine Learning
blog
How to Become a Machine Learning Engineer
Learn how to become a machine learning engineer and discover why it is one of the most lucrative and dynamic career paths in data science.
Kurtis Pykes
16 min
blog
25 Machine Learning Projects for All Levels
Machine learning projects for beginners, final year students, and professionals. The list consists of guided projects, tutorials, and example source code.
Abid Ali Awan
20 min
blog
Top 12 Machine Learning Engineer Skills To Start Your Career
Master these skills to become a job-ready machine learning engineer in 2024.
Natassha Selvaraj
11 min
Ready to apply your skills?
Project
Assessing Customer Churn Using Machine Learning
1 hr
646
Project
Modeling Car Insurance Claim Outcomes
1 hr
3.4K
Project
Predict Future Sales of Fast-Food Menu Items
1 hr
132