Machine Learning Courses and Certifications

Machine Learning & Deep Learning in Python & R

5981 ratings at Udemy

Covers Regression, Decision Trees, SVM, Neural Networks, CNN, Time Series Forecasting and more using both Python & R

• Udemy
• 1 day 9 hours 12 minutes
• On-Demand
• Paid Course

Deployment of Machine Learning Models

5888 ratings at Udemy

Learn how to integrate robust and reliable Machine Learning Pipelines in Production

• Udemy
• 10 hours 27 minutes
• On-Demand
• Paid Course

Machine Learning Foundations for Product Managers

773 ratings at Coursera

Build foundational understanding of machine learning, including model development, evaluation, and common algorithms. Gain hands-on experience training and optimizing a model for a real-world problem.

• Coursera
• 16 hours 2 minutes
• On-Demand
• Paid Course

An Introduction to Machine Learning for Data Engineers

4900 ratings at Udemy

A Prerequisite for Tensorflow on Google's Cloud Platform for Data Engineers

• Udemy
• 1 hour 12 minutes
• On-Demand
• Paid Course

The Top 5 Machine Learning Libraries in Python

4517 ratings at Udemy

A Gentle Introduction to the Top Python Libraries used in Applied Machine Learning

• Udemy
• 1 hour 40 minutes
• On-Demand
• Free Online Course

Machine Learning in Production

3354 ratings at Coursera

Build intuition for end-to-end ML production systems, covering project scoping, data needs, modeling strategies, and deployment patterns. Learn to address challenges like concept drift and error analysis.

• Coursera
• 11 hours 8 minutes
• On-Demand
• Paid Course

Machine Learning with Javascript

3492 ratings at Udemy

Master Machine Learning from scratch using Javascript and TensorflowJS with hands-on projects.

• Udemy
• 17 hours 41 minutes
• On-Demand
• Paid Course

Feature Engineering for Machine Learning

3492 ratings at Udemy

Learn imputation, variable encoding, discretization, feature extraction, how to work with datetime, outliers, and more.

• Udemy
• 13 hours 24 minutes
• On-Demand
• Paid Course

Machine Learning Practical: 6 Real-World Applications

3228 ratings at Udemy

Machine Learning - Get Your Hands Dirty by Solving Real Industry Challenges with Python

• Udemy
• 8 hours 37 minutes
• On-Demand
• Paid Course

Fundamentals of Machine Learning and Artificial Intelligence

2912 ratings at Coursera

Explore AI, ML, and deep learning foundations, including generative AI. Gain insights into AWS services with AI/ML capabilities for solving real-world problems across industries.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

Complete Machine Learning with R Studio - ML for 2026

2674 ratings at Udemy

Linear & Logistic Regression, Decision Trees, XGBoost, SVM & other ML models in R programming language - R studio

• Udemy
• 12 hours 3 minutes
• On-Demand
• Paid Course

Exploratory Data Analysis for Machine Learning

2546 ratings at Coursera

Aprenda técnicas essenciais de análise exploratória de dados para machine learning, incluindo limpeza, engenharia de recursos e testes de hipóteses, preparando-se para projetos de IA.

• Coursera
• 14 hours 11 minutes
• On-Demand
• Paid Course

Machine Learning- From Basics to Advanced

2333 ratings at Udemy

A beginners guide to learn Machine Learning (including Hands-on projects - From Basic to Advance Level)

• Udemy
• 6 hours 49 minutes
• On-Demand
• Paid Course

Feature Selection for Machine Learning

2369 ratings at Udemy

Learn filter, wrapper, and embedded methods, recursive feature elimination, exhaustive search, feature shuffling & more.

• Udemy
• 5 hours 50 minutes
• On-Demand
• Paid Course

Microcredential

Machine Learning for Trading

1180 ratings at Coursera

Develop advanced trading strategies using machine learning and Python. Learn to leverage Google Cloud for serverless, scalable models in quantitative finance and algorithmic trading.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses