Machine Learning Courses and Certifications

Career Certificate

Data Science for Marketing

16 ratings at Coursera

Harness data science for marketing: learn analytics, regression modeling, machine learning, and decision-making to enhance customer engagement and business profitability.

• Coursera
• 16 weeks, 4 hours/week
• Self-Paced
• Paid Course
• 3 courses

Linear Algebra for Machine Learning and Data Science

2336 ratings at Coursera

Master linear algebra fundamentals for machine learning, including vectors, matrices, transformations, and eigenvectors. Apply concepts using Python in hands-on exercises to enhance your data science skills.

• Coursera
• 1 day 10 hours 8 minutes
• Self-Paced
• Paid Course

Intro to Natural Language Processing (NLP) in Python for AI

1826 ratings at Udemy

Learn the NLP Technology Behind AI Tools Like ChatGPT: Understanding, Generating, and Classifying Human Language

• Udemy
• 3 hours 41 minutes
• Self-Paced
• Paid Course

Career Certificate

MLOps | Machine Learning Operations

609 ratings at Coursera

Comprehensive MLOps training covering Python, Rust, GitHub Copilot, cloud platforms, and LLMs. Gain skills for data science, ML engineering, cloud architecture, and AI product management.

• Coursera
• 24 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 4 courses

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
• Self-Paced
• 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

Coursera

PyCaret: Anatomy of Regression

14 ratings at Coursera

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

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

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

Pretraining LLMs

18 ratings at Coursera

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
• 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