Machine Learning Courses and Certifications

Fractal Analytics

Foundations of Machine Learning

Demystify machine learning fundamentals, build models, analyze data, and apply strategies to real-world scenarios. Gain practical skills for data-driven decision-making and problem-solving.

• Coursera
• 1 day 1 hour 15 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Using SAS Viya

101 ratings at Coursera

Explore machine learning techniques using SAS Viya, covering data preparation, model training, and deployment through hands-on exercises and a comprehensive business case study.

• Coursera
• 1 day 11 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Alberta Machine Intelligence Institute

Data for Machine Learning

97 ratings at Coursera

Develop skills to prepare, engineer, and validate data for machine learning models. Learn to identify biases, improve generality, and enhance model accuracy through thoughtful feature engineering.

• Coursera
• 11 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Capstone

97 ratings at Coursera

Develop machine learning skills through hands-on projects, including building recommender systems using various techniques like KNN, PCA, and collaborative filtering. Apply knowledge to real-world datasets.

• Coursera
• 20 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Fractal Analytics

Advanced Machine Learning Algorithms

Explore advanced machine learning algorithms, from regularization to ensemble methods. Master feature engineering, hyperparameter tuning, and model selection for enhanced predictive accuracy and real-world applications.

• Coursera
• 20 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

Meeshkan: Machine Learning the GitHub API

90 ratings at Udemy

Learn how to plan, deploy and run a Machine Learning problem on AWS and Meeshkan

• Udemy
• 1 hour 32 minutes
• On-Demand
• Free Online Course

Four Rare Machine Learning Skills All Data Scientists Need

Explore four critical yet often overlooked machine learning skills: uplift modeling, accuracy fallacy, p-hacking, and ensemble models. Gain essential conceptual knowledge for successful data science projects.

• Coursera
• 5 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

Whizlabs

ML Algorithms

Deep dive into machine learning algorithms, covering regression, classification, clustering, image and text analysis, reinforcement learning, and forecasting. Gain theoretical knowledge and hands-on experience for AWS ML certification.

• Coursera
• 4 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Practical Machine Learning for Beginners in 2022

71 ratings at Udemy

Hands-on guide to building and deploying a car pricing prediction engine using Flask, covering model creation, API development, and web interface implementation.

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

Fundamentals of Machine Learning and Artificial Intelligence

62 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
• Free Online Course (Audit)

Alberta Machine Intelligence Institute

Optimizing Machine Learning Performance

48 ratings at Coursera

Synthesize applied ML knowledge to create a maintenance roadmap, analyze changing data, identify unintended effects, and operationalize models for confident project rollout and optimization.

• Coursera
• 11 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Linear Regression Case Study

45 ratings at Udemy

Predicting Boston house price with Linear Regression using scikit-learn !!

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

Fundamentals of Machine Learning for Supply Chain

34 ratings at Coursera

Leverage Python for supply chain data analysis, covering programming basics, data science tools, and advanced data manipulation techniques using real-world datasets.

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

Maths behind machine learning

35 ratings at Udemy

Introductory course for budding machine learning engineers

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

Databricks

Introduction to PyMC3 for Bayesian Modeling and Inference

20 ratings at Coursera

Learn PyMC3 for Bayesian modeling and inference, covering basics, regression, classification, hierarchical models, metrics, and a COVID-19 case study. Hands-on examples using Python and Jupyter notebooks.

• Coursera
• 11 hours 43 minutes
• On-Demand
• Free Online Course (Audit)