Machine Learning Courses and Certifications

Microcredential

Intro to Machine Learning in Trading with $TSLA

Dive into financial data analysis and machine learning techniques using Tesla stock data to build predictive trading models and make data-driven investment decisions.

• CodeSignal
• On-Demand
• Free Certificate
• 4 courses

Microcredential

AI Theory and Coding

Master the fundamentals of AI by implementing machine learning algorithms from scratch, covering regression, classification, optimization, ensemble methods, clustering, and neural networks with hands-on coding.

• CodeSignal
• On-Demand
• Free Certificate
• 6 courses

Python Machine Learning Bootcamp

Master machine learning fundamentals through hands-on Python programming, covering regression analysis, classification algorithms, and essential data science techniques for real-world problem-solving.

• Noble Desktop
• On-Demand
• Paid Course

Microcredential

Data Science: Statistics and Machine Learning

Comprehensive data science program covering statistical inference, regression, machine learning, and data product development, culminating in a real-world capstone project.

• Coursera
• 26 weeks, 6 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

Applied Machine Learning

Develop practical machine learning skills through hands-on application of supervised learning, ensemble methods, neural networks, and advanced techniques like CNNs and reinforcement learning.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Applied Machine Learning: Techniques and Applications

Master applied machine learning techniques for computer vision, data analysis, and model evaluation. Gain hands-on experience with image processing, supervised learning, and essential skills in data pre-processing and performance assessment.

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

Advanced Methods in Machine Learning Applications

Master advanced machine learning techniques for complex problem-solving. Explore ensemble learning, regression analysis, unsupervised learning, and reinforcement learning. Gain practical skills to implement and optimize sophisticated models.

• Coursera
• 19 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Training AI with Humans

Explore machine learning principles, data annotation, and crowdsourcing techniques to enhance AI performance. Develop skills in designing studies, using platforms like AMT, and implementing IAA for high-quality data.

• Coursera
• 22 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning and Emerging Technologies in Cybersecurity

Master machine learning applications in cybersecurity, from neural networks to intrusion detection systems. Gain hands-on experience with RapidMiner and Security Onion while exploring Tor networking and incident response strategies.

• Coursera
• 1 day 15 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Machine Learning

3625 ratings at Coursera

Foundational understanding of machine learning models, hands-on implementation with PyTorch, and applications across industries from medical diagnostics to image recognition and text prediction.

• Coursera
• 1 day 1 hour 32 minutes
• On-Demand
• Free Online Course (Audit)

Guided Tour of Machine Learning in Finance

7 reviews

Introductory overview of machine learning applications in finance, covering supervised learning methods and their use in predicting bank closures. Suitable for finance professionals, traders, and students.

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

6.036 Introduction to Machine Learning

This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction.

• Independent
• On-Demand
• Free Online Course

Deploying Machine Learning Models

51 ratings at Coursera

Learn to build and deploy recommender systems using Python. Implement similarity-based models, optimize with gradient descent, and create interactive web applications for real-world datasets.

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

Microcredential

Machine Learning

1 review

Gain practical experience in prediction, classification, clustering, and information retrieval through case studies. Learn to analyze complex datasets and build adaptive, intelligent systems.

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

Machine Learning Foundations for Product Managers

472 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
• 14 hours 57 minutes
• On-Demand
• Free Online Course (Audit)