Machine Learning Courses and Certifications

Full stack web development and AI with Python (Django)

1742 ratings at Udemy

HTML, CSS, JavaScript, Python, Django, Pandas, Sklearn, Keras, Git, Linux - Full stack web development /data science/ AI

• Udemy
• 1 day 15 hours 30 minutes
• Self-Paced
• Paid Course

Kaggle;  Amazon Web Services;  Amazon Career Certificate

Introduction to Machine Learning with TensorFlow

5 ratings

Learn supervised and unsupervised machine learning techniques using TensorFlow and Python. Master regression, neural networks, clustering, and more to solve real-world problems and build an image classifier.

• Udacity
• 49 hours
• Self-Paced
• Paid Course

IIT Madras;  NPTEL

Introduction to Machine Learning (Tamil)

1 rating

இந்த பாடம் இயந்திரக் கற்றலின் முக்கிய கருத்துகள் மற்றும் அல்காரிதங்களை அறிமுகப்படுத்துகிறது. தமிழ் மொழியில் கற்பிக்கப்படும் இந்த பாடம், தமிழ் பேசும் மாணவர்கள் மற்றும் ஆசிரியர்களுக்கு ஏற்றது.

• Swayam
• 8 weeks
• Available until Sep 11, 2026
• Free Online Course

IIT Kharagpur;  NPTEL

Foundations and Applications of Machine Learning (Bengali)

1 rating

মেশিন লার্নিংয়ের মৌলিক ধারণা এবং অ্যালগরিদম শেখান, বাংলা ভাষায়। টেক্সট ও ইমেজ প্রসেসিংয়ের প্রয়োগসহ, গাণিতিক বিশদ এড়িয়ে মূল ধারণাগুলি বোঝানো হবে।

• Swayam
• 8 weeks
• Available until Sep 11, 2026
• Free Online Course

Introduzione al Machine Learning e applicazioni in finanza

Scopri i fondamenti matematici e statistici dell'apprendimento automatico e le sue applicazioni nella previsione finanziaria, ottimizzazione di portafoglio e gestione del rischio.

• Polimi OPEN KNOWLEDGE
• 5 weeks
• Self-Paced
• Free Certificate

Reinforcement Learning in Finance

2 ratings

Explore reinforcement learning applications in finance, including option valuation, trading, and asset management. Gain practical skills through Q-learning examples and a market dynamics project.

• Coursera
• 17 hours 8 minutes
• Self-Paced
• Paid Course

Clinical Decision Support Systems

Explore key concepts in Clinical Decision Support Systems, including ML evaluation, fairness assessment, decision curve analysis, explainability, and privacy concerns in deep learning models.

• Coursera
• 8 hours
• Self-Paced
• Paid Course

Overview of Advanced Methods of Reinforcement Learning in Finance

1 rating

Explore advanced reinforcement learning methods in finance, covering option pricing, market impact, high-frequency trading, cryptocurrencies, and peer-to-peer lending. Gain insights into market equilibrium and predictability.

• Coursera
• 13 hours 14 minutes
• Self-Paced
• Paid Course

Coursera

PyCaret: Anatomy of Regression

1 rating

Explore PyCaret for efficient regression modeling: compare models, tune parameters, create visuals, and interpret results using SHAP, all with minimal code.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

DeepLearning.AI;  Stanford

Unsupervised Learning, Recommenders, Reinforcement Learning

Explore unsupervised learning, recommender systems, and reinforcement learning. Master clustering, anomaly detection, and deep Q-learning to solve real-world AI challenges.

• Coursera
• 1 day 3 hours 51 minutes
• Self-Paced
• Paid Course

Decision Trees, Random Forests, AdaBoost & XGBoost in Python

1039 ratings at Udemy

Decision Trees and Ensembling techniques in Python. How to run Bagging, Random Forest, GBM, AdaBoost & XGBoost in Python

• Udemy
• 7 hours 20 minutes
• Self-Paced
• Paid Course

CertNexus

Build Regression, Classification, and Clustering Models

19 ratings at Coursera

Learn to build regression, classification, and clustering models using various algorithms. Gain hands-on experience in model selection, evaluation, and tuning for supervised and unsupervised learning tasks.

• Coursera
• 20 hours 19 minutes
• Self-Paced
• Paid Course

OpenClaw Masterclass: Install, Build & Deploy Real AI Agents

1084 ratings at Udemy

Learn OpenClaw installation, tools, skills, cloud deployment, and build powerful AI agent automation workflows

• Udemy
• 4 hours 32 minutes
• Self-Paced
• Paid Course

EDUCBA

AI with Python: Apply & Implement ML Models

13 ratings at Coursera

Master AI and machine learning with Python through hands-on practice using TensorFlow, Keras, and PyTorch to build, evaluate, and implement ML and deep learning models effectively.

• Coursera
• 8 hours 45 minutes
• Self-Paced
• Paid Course

AI Infrastructure: Cloud TPUs

11 ratings at Coursera

Unlock Google's Tensor Processing Units to optimize AI workloads, compare accelerators, maximize model performance, and master GPU/TPU interoperability for ML workflows.

• Coursera
• 3 hours 3 minutes
• Self-Paced
• Paid Course