Machine Learning Courses and Certifications

Machine Learning Rapid Prototyping with IBM Watson Studio

13 ratings at Coursera

Explore automated AI capabilities for rapid prototyping in machine learning using IBM Watson Studio's AutoAI tool, focusing on data preparation, model selection, and hyperparameter optimization.

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

Machine Learning Models in Science

12 ratings at Coursera

Explore machine learning techniques for scientific problems, from data preprocessing to advanced algorithms like neural networks, using medical and astronomical datasets.

• Coursera
• 11 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Edureka

Machine Learning and NLP Basics

12 ratings at Coursera

Comprehensive exploration of machine learning, deep learning, and NLP fundamentals. Covers core concepts, algorithms, and practical applications, equipping learners with essential skills for AI and data science.

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

Microcredential

IBM Machine Learning

Gain in-demand AI and Machine Learning skills through hands-on projects, covering supervised and unsupervised learning, deep learning, and reinforcement learning. Build a portfolio and earn an IBM Professional Certificate.

• Coursera
• 43 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 courses

Always wanted to compete in a Kaggle competition but not sure you have the right skill set? In this course, you'll learn to predict survival rate for Kaggle's Titanic competition.

• DataCamp
• On-Demand
• Free Trial Available

Machine Learning Essentials for Business and Technical Decision Makers

Explore best practices for integrating machine learning into business processes, determining its suitability for problem-solving, and implementing successful organizational adoption strategies.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Pretraining LLMs

Explore the process of pretraining large language models, from dataset creation to model evaluation. Learn to configure, initialize, and train models using Hugging Face, and understand performance benchmarks.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Intermediate Data Manipulation and Machine Learning

Explore AI fundamentals, regression analysis, model preparation, classification techniques, and advanced machine learning concepts through interactive labs and real-world applications.

• Coursera
• 13 hours 1 minute
• On-Demand
• Free Online Course (Audit)

Packt

Prerequisites and Advanced Machine Learning for NLP

Master Python, data analysis, and machine learning fundamentals. Explore advanced algorithms and deep learning for NLP applications. Develop skills for implementing and optimizing ML models in NLP tasks.

• Coursera
• 18 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Getting Started with Amazon Personalize

Learn to build personalized recommendation engines using Amazon Personalize. Explore key concepts, features, and create a movie recommendation solution in your AWS account through a guided tutorial.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Machine Learning: Random Forest with Python from Scratch©

Master Python and Random Forest algorithm for machine learning. Build predictive models, handle data, and optimize performance through hands-on projects and real-world applications.

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

AI and Machine Learning Algorithms and Techniques

Master core AI and ML algorithms through hands-on exploration of supervised, unsupervised, and reinforcement learning. Apply feature engineering, understand deep learning models, and evaluate techniques for real business solutions.

• Coursera
• 1 day 23 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Advanced AI and Machine Learning Techniques and Capstone

Master advanced AI techniques, from ensemble methods to ethical GenAI implementation, while building scalable systems and completing a real-world capstone project using Microsoft Azure.

• Coursera
• On-Demand
• Free Online Course (Audit)

Foundations of AI and Machine Learning

Master the fundamentals of AI/ML infrastructure, from data pipelines to deployment platforms. Learn to build robust systems, manage data effectively, select frameworks, and implement production-ready solutions.

• Coursera
• 1 day 11 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

H2O.ai

H2O Cloud AI Developer Services

Discover how to build, deploy, and scale AI solutions using H2O Cloud's comprehensive suite of services for tabular data, NLP, computer vision, and AI-assisted development.

• Coursera
• 57 minutes
• On-Demand
• Free Online Course (Audit)