Machine Learning Courses and Certifications

EDUCBA Career Certificate

AI Driven Machine Learning with Python

13 ratings at Coursera

Master AI-driven machine learning through hands-on Python projects, from data preprocessing to model deployment, with real-world applications in healthcare and image detection.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Fractal Analytics

Advanced Machine Learning Algorithms

12 ratings at Coursera

Explore advanced machine learning algorithms, from regularization to ensemble methods. Master feature engineering, hyperparameter tuning, and model selection for enhanced predictive accuracy and real-world applications.

• Coursera
• 20 hours 43 minutes
• Self-Paced
• Paid Course

EDUCBA

Machine Learning with Python: Build & Optimize

12 ratings at Coursera

Master Python-based machine learning by building, evaluating, and optimizing models with NumPy, Pandas, Matplotlib, and scikit-learn through hands-on projects and real-world applications.

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

Applications of Machine Learning in Plant Science

Explore machine learning applications in plant sciences through Python exercises, covering key concepts and real-world examples to implement and evaluate ML approaches in plant biology.

• edX
• 12 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course

Coursera

Build a Machine Learning Image Classifier with Python

11 ratings at Coursera

Build a machine learning image classifier using Python and Colab. Learn to load, preview, process, and normalize data, then train and test your model in this hands-on project.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Masterclass Testing Machine Learning (AI) Models

1050 ratings at Udemy

Gain basic understanding how to test Foundation Models, LLMs, Chatbots and AI bases systems.

• Udemy
• 13 hours 23 minutes
• Self-Paced
• Paid Course

Machine Learning in Healthcare: Fundamentals & Applications

10 ratings at Coursera

Explore data mining in healthcare, from theoretical foundations to practical applications. Learn to select methods, use software, and address real-world challenges in data cleaning, transformation, and modeling.

• Coursera
• 18 hours 23 minutes
• Self-Paced
• Paid Course

statistics.com

MLOps1 (Azure): Deploying AI & ML Models in Production using Microsoft Azure Machine Learning

6 ratings at edX

Learn to deploy AI & ML models in production using Azure Machine Learning. Gain hands-on experience with data pipelines, versioning, model storage, and monitoring. Master essential skills for successful MLOps implementation.

• edX
• 4 weeks, 5-7 hours/week
• Self-Paced
• Free Online Course (Audit)

Machine Learning Deep Learning Model Deployment

1005 ratings at Udemy

Serving TensorFlow Keras PyTorch Python Flask Serverless REST API MLOps MLflow NLP Generative AI OpenAI GPT Copilot

• Udemy
• 6 hours 34 minutes
• Self-Paced
• Paid Course

Basics of Machine Learning

"Basics of Machine Learning" introduces participants to the fundamental concepts and tools of machine learning, including probability density estimation, linear regression, classification techniques, ensemble methods, and deep neural networks.

• edX
• 8 weeks, 6-8 hours/week
• Self-Paced
• Free Online Course (Audit)

Career Certificate

Practical Machine Learning: Foundations to Neural Networks

Master probability, statistics, and neural networks to build rigorous machine learning models from linear regression to deep learning applications.

• Coursera
• 12 weeks, 8 hours/week
• Self-Paced
• Paid Course
• 3 courses

Machine Learning Algorithms

Explore key machine learning algorithms: Naïve Bayes, Support Vector Machine, Decision Tree, and Clustering. Gain practical understanding and implementation skills in Python.

• Coursera
• 15 hours 56 minutes
• Self-Paced
• Paid Course

Machine Learning Use Cases in Finance

Explore machine learning applications in finance, including neural networks on graphs, reinforcement learning for portfolios, and NLP for ESG analysis. Gain insights from industry experts and practical examples.

• edX
• 4 weeks, 4-5 hours/week
• Self-Paced
• Free Online Course (Audit)

Machine Learning

Master Python-based machine learning from fundamentals to deep learning, covering scikit-learn, TensorFlow, neural networks, and real-world applications with text and image data.

• Coursera
• 1 day 12 hours 2 minutes
• Self-Paced
• Paid Course

Using R for Regression and Machine Learning in Investment

Learn regression and machine learning techniques for investment analysis using R, covering backtesting, risk assessment, and factor models to enhance decision-making in financial markets.

• Coursera
• 17 hours 27 minutes
• Self-Paced
• Paid Course