Machine Learning Courses and Certifications

Projects in Machine Learning : Beginner To Professional

589 ratings at Udemy

A complete guide to master machine learning concepts and create real world ML solutions

• Udemy
• 15 hours
• On-Demand
• Paid Course

Machine Learning with Imbalanced Data

570 ratings at Udemy

Learn to over-sample and under-sample your data, apply SMOTE, ensemble methods, and cost-sensitive learning.

• Udemy
• 11 hours
• On-Demand
• Paid Course

Learn Machine Learning algorithms, softwares, deep learning

543 ratings at Udemy

Course covering Deep learning, Neural Networks, KDD, AI, BI, ANN, Decision tree, Bayesian networks, TensorFlow n Knime

• Udemy
• On-Demand
• Free Online Course

Machine Learning No-Code Approach: Using Azure ML Studio

528 ratings at Udemy

A hands-on approach to Machine Learning using the easy drag-n-drop environment of Azure Machine Learning Studio

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Automated Machine Learning for Beginners (Google & Apple)

527 ratings at Udemy

Learn AI: Computer Vision, NLP, Tabular Data - build powerful models with Google AutoML & Apple CreateML

• Udemy
• 3 hours 35 minutes
• On-Demand
• Paid Course

Learn Machine Learning 101 Class Bootcamp Course NYC

529 ratings at Udemy

Machine Learning 101 Class Bootcamp Course Intro to AI

• Udemy
• 1 hour 23 minutes
• On-Demand
• Free Online Course

Microcredential

Machine Learning Aplicado ao Marketing

Aprenda a aplicar ciência de dados e inteligência artificial no marketing, explorando transformação digital, engenharia de dados e ferramentas analíticas para gerar vantagem competitiva e melhorar a experiência do cliente.

• Coursera
• 13 weeks, 7 hours a week
• On-Demand
• Paid Course
• 4 courses

Machine Learning - Regression and Classification (math Inc.)

481 ratings at Udemy

A complete Beginner to Advance level guide to Machine Learning. Hands-on Learning approach with in-depth math concepts

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

Complete Machine Learning & Data Science with Python| ML A-Z

472 ratings at Udemy

Learn Numpy, Pandas, Matplotlib, Seaborn, Scipy, Supervised & Unsupervised Machine Learning A-Z and feature engineering

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

Machine Learning, Deep Learning + AWS Sagemaker

441 ratings at Udemy

Learn Machine Learning, Deep Learning, Bayesian Learning and Model Deployment with Sagemaker in Python.

• Udemy
• 17 hours 32 minutes
• On-Demand
• Paid Course

2025 Deploy ML Model in Production with FastAPI and Docker

435 ratings at Udemy

Deploy ML Model with ViT, BERT and TinyBERT HuggingFace Transformers with Streamlit, FastAPI and Docker at AWS

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

Natural Language Processing (NLP) in Python with 8 Projects

427 ratings at Udemy

Work on 8 Projects, Learn Natural Language Processing Python, Machine Learning, Deep Learning, SpaCy, NLTK, Sklearn, CNN

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

Machine Learning Algorithms

Explore key machine learning algorithms: Naïve Bayes, Support Vector Machine, Decision Tree, and Clustering. Gain practical understanding and implementation skills in Python.

• Coursera
• 15 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Alberta Machine Intelligence Institute

Machine Learning Algorithms: Supervised Learning Tip to Tail

411 ratings at Coursera

Explore supervised learning techniques like decision trees, k-NN, and SVMs. Implement and analyze these algorithms on real business cases, gaining practical skills in data preparation and model evaluation.

• Coursera
• 9 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

The Nuts and Bolts of Machine Learning

412 ratings at Coursera

Explore machine learning algorithms, from supervised to unsupervised techniques. Learn to apply models like Naive Bayes, decision trees, and K-means clustering to solve complex data problems and make predictions.

• Coursera
• 1 day 12 hours 50 minutes
• On-Demand
• Free Online Course (Audit)