Classification Courses and Certifications

EIT Digital;  Politecnico di Milano

Data Science for Business Innovation

261 ratings at Coursera

Learn to leverage data science for business innovation, covering key concepts, methods, and real-world applications. Gain insights into machine learning, analytics, and data-driven strategies to create value and drive organizational success.

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

Machine Learning Introduction for Everyone

240 ratings at Coursera

Comprehensive introduction to machine learning concepts, applications, and techniques. Covers supervised/unsupervised learning, classification, regression, and model evaluation through hands-on labs and a final project.

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

TensorFlow 101: Introduction to Deep Learning

190 ratings at Udemy

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

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

UX and Information Architecture Basics for Technical Writers

164 ratings at Udemy

Learn 3 taxonomy development and 2 card sorting techniques for designing info architecture and user experience research

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

Supervised Learning with scikit-learn

139 ratings at DataCamp

Grow your machine learning skills with scikit-learn in Python. Use real-world datasets in this interactive course and learn how to make powerful predictions!

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Supervised Learning and Its Applications in Marketing

Learn to apply supervised learning techniques in marketing using Python, focusing on customer segmentation, churn prediction, recommendation systems, and predictive modeling to drive data-driven business decisions.

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

Statistical Learning

Explore cutting-edge statistical analysis techniques, from regression to advanced methods like kernel smoothing and support vector machines. Enhance data interpretation skills with hands-on Python examples.

• Coursera
• 4 days 19 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Explainable Artificial Intelligence (XAI) Concepts

Understand the role and real-world realities of Explainable Artificial Intelligence (XAI) with this beginner friendly course.

• DataCamp
• 1 hour
• On-Demand
• Free Trial Available

Master Machine Learning , Deep Learning with Python

120 ratings at Udemy

Complete course covering fundamentals of Machine learning , Deep learning with Python code

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

Mastering Machine Learning: Course-1

115 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
• 1-2 hours
• On-Demand
• Free Online Course

2025 Advanced Machine Learning and Deep Learning Projects

111 ratings at Udemy

Text Embedding, Clustering, Classification | Image Clustering, Classification, Text to Image Search

• Udemy
• 5 hours 21 minutes
• On-Demand
• Paid Course

MathWorks

Data Science Companion

Gain foundational knowledge in data science, machine learning, data processing, and cloud computing. Learn practical skills using low-code solutions and integrate multiple tools for effective problem-solving.

• Coursera
• 1 hour 52 minutes
• On-Demand
• Free Online Course (Audit)

Deep Learning with TensorFlow (beginner to expert level)

90 ratings at Udemy

TensorFlow concepts, components, pipeline, ANN, Classification, Regression, Object Identification, CNN, RNN, TensorBoard

• Udemy
• 1 day 5 hours 19 minutes
• On-Demand
• Paid Course

AI Workflow: Machine Learning, Visual Recognition and NLP

80 ratings at Coursera

Explore machine learning, visual recognition, and NLP in AI workflows. Learn evaluation metrics, model selection, and best practices for linear models, tree-based algorithms, and neural networks using IBM Watson.

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

Data Science with R (beginner to guru)

80 ratings at Udemy

Learn Data Science using R from scratch. Build your career as a Data Scientist. Explore knitr, buzz dataset, adv methods

• Udemy
• 23 hours 4 minutes
• On-Demand
• Paid Course