Classification Courses and Certifications

Microcredential

Machine Learning: Theory and Hands-on Practice with Python

18 ratings at Coursera

Master predictive modeling, unsupervised learning, and neural networks with Python through hands-on practice and theoretical foundations in modern ML techniques.

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

ChatGPT for Python Data Science and Machine Learning

215 ratings at Udemy

Master Data Analysis, Regression, Classification, Clustering and Pandas Coding with ChatGPT! A Project-based Course.

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

Business Intelligence (BI) and Predictive Analytics 101

214 ratings at Udemy

Business Intelligence, Predictive Analytics, BI, Artificial Intelligence and BI, Big Data Analytics. BI Tools, AI and ML

• Udemy
• 2 hours 9 minutes
• On-Demand
• Paid Course

Predicting Extreme Climate Behavior with Machine Learning

Explore machine learning techniques for climate data analysis, from unsupervised clustering to neural networks, gaining practical skills to predict extreme weather patterns.

• Coursera
• 1 day
• On-Demand
• Paid Course

Microcredential

Applied AI for Engineers and Scientists: Foundations

138 ratings at Coursera

Master AI fundamentals tailored for engineers and scientists through MATLAB, focusing on evolutionary computation and machine learning for real-world optimization and data analysis applications.

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

TensorFlow 101: Introduction to Deep Learning

193 ratings at Udemy

Ready to build the future with Deep Neural Networks? Stand on the shoulder of TensorFlow and Keras for Machine Learning.

• Udemy
• 3 hours 55 minutes
• On-Demand
• Paid Course

Bio-inspired Artificial Intelligence Algorithms

190 ratings at Udemy

Genetic algorithm, differential evolution, neural networks, clonal selection, particle swarm, ant colony optimization

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

Mastering Machine Learning: Course-1

167 ratings at Udemy

Learn key machine learning concepts including supervised and unsupervised learning, regression, and classification, with hands-on implementation of simple linear regression in Python.

• Udemy
• 1 hour 52 minutes
• On-Demand
• Free Online Course

Coursera

Support Vector Machines in Python, From Start to Finish

162 ratings at Coursera

Build a Support Vector Machine classifier using scikit-learn and RBF Kernel to predict heart disease. Hands-on project using UCI Machine Learning Repository data, focusing on implementation and evaluation techniques.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

AI in Business: From Idea to Use Case

162 ratings at Udemy

AI for Business to learn how to identify qualify and land real AI opportunities in modern organizations

• Udemy
• 1 hour 45 minutes
• On-Demand
• Paid Course

Eating Disorders

Comprehensive introduction to eating disorders, covering classification, epidemiology, causes, treatment, and prevention. Features expert insights and dispels common myths for professionals and individuals.

• edX
• 5 weeks, 2-5 hours a week
• On-Demand
• Free Online Course (Audit)

No-Code and No-Math Machine Learning

150 ratings at Udemy

Machine learning for everyone! Google Vertex AI, Data Robot AI, Obviously AI, Big ML, Microsoft Azure and Orange!

• Udemy
• 5 hours 7 minutes
• On-Demand
• Paid Course

Information Retrieval and Mining Massive Data Sets

135 ratings at Udemy

Learn various techniques to build a Google scale Information Retrieval System.

• Udemy
• 1 day 15 hours 9 minutes
• On-Demand
• Paid Course

Machine Learning Bootcamp: Python, Projects & Deployment

129 ratings at Udemy

Learn Python, Math, Machine Learning, Build Real-World Projects & Deploy ML Apps on AWS

• Udemy
• 2 days 18 hours 31 minutes
• On-Demand
• Paid Course

Observational Supervision for Medical Image Classification

Exploring gaze data as a novel supervision source for training deep learning models in medical image classification, focusing on chest X-rays and brain MRI scans for improved efficiency and accuracy.

• YouTube
• 36 minutes
• On-Demand
• Free Video