Machine Learning Courses and Certifications

Machine Learning with Neural Networks

Explore neural network fundamentals, backpropagation, regularization, and Bayesian methods for machine learning with hands-on TensorFlow implementation.

• Coursera
• 1 day 12 hours 52 minutes
• Self-Paced
• Paid Course

LearnKartS

Introduction to AI and Machine Learning

Discover the fundamentals of AI and ML with AWS, covering supervised and unsupervised learning, neural networks, NLP, computer vision, and hands-on experience with Amazon SageMaker for model deployment and optimization.

• Coursera
• 8 hours 44 minutes
• Self-Paced
• Paid Course

Coursera

CNNs with TensorFlow: Basics of Machine Learning

Learn to build and analyze neural networks for image classification using TensorFlow. Design, implement, and evaluate models for a retail marketing campaign, with applications in various fields.

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

Arm Education

Getting Started with Machine Learning at the Edge on Arm

Learn to implement machine learning on Arm-based microcontrollers, covering AI basics, datasets, neural networks, and computer vision. Gain practical skills in deploying ML applications for speech recognition and image processing.

• Coursera
• 9 hours 47 minutes
• Self-Paced
• Paid Course

Whizlabs

AWS: Machine Learning & MLOps Foundations

Master foundational ML concepts, model evaluation, and MLOps using AWS services like SageMaker to build end-to-end workflows and prepare for MLA-C01 certification.

• Coursera
• 5 hours 48 minutes
• Self-Paced
• Paid Course

Google Cloud Big Data and Machine Learning Fundamentals

Data Analysts, Data Engineers, Data Scientists, and ML Engineers who are getting started with Google Cloud.

• edX
• 1 week, 3-5 hours/week
• Self-Paced
• Free Online Course (Audit)

Smart Analytics, Machine Learning, and AI on Google Cloud

This course covers several ways machine learning can be included in data pipelines on Google Cloud depending on the level of customization required.

• edX
• 1 week, 3-5 hours/week
• Self-Paced
• Free Online Course (Audit)

Learn Ventures

Intro to Data Science & Machine Learning

A first introduction to data science and machine learning. Use Python to acquire, clean, and analyze data using powerful machine leanring models and popular data science libraries.

• edX
• 8 weeks, 1-5 hours/week
• Self-Paced
• Free Certificate

Packt

Fundamentals of AI, Machine Learning, and Python Programming

Master AI, machine learning, and Python programming fundamentals. Explore deep learning, neural networks, and essential libraries. Apply knowledge through hands-on projects in regression and classification for real-world problem-solving.

• Coursera
• 8 hours 44 minutes
• Self-Paced
• Paid Course

Packt

Machine Learning with PyTorch and Scikit-Learn

Master machine learning and deep learning with PyTorch and Scikit-Learn through practical examples, covering neural networks, transformers, GANs, and reinforcement learning techniques.

• Coursera
• 1 day 19 hours 12 minutes
• Self-Paced
• Paid Course

Coursera

Machine Learning with PySpark: Recommender System

Master building scalable recommendation systems using PySpark and OpenAI embeddings to create personalized product suggestions through K-means clustering and data processing pipelines for e-commerce applications.

• Coursera
• 1 hour 57 minutes
• Self-Paced
• Paid Course

Packt

Foundations of Data Science and Machine Learning with Python

Master data science and machine learning fundamentals using Python libraries for analysis, visualization, and predictive modeling with hands-on projects.

• Coursera
• 8 hours 52 minutes
• Self-Paced
• Paid Course

Corporate Finance Institute

Data Prep for Machine Learning in Python

Master data preparation techniques for machine learning in Python, from importing and cleaning to feature engineering and selection. Learn imputation, EDA, and transformations for optimal ML model performance.

• Coursera
• 5 hours 47 minutes
• Self-Paced
• Paid Course

statistics.com

MLOps2 (Azure): Data Pipeline Automation & Optimization using Microsoft Azure Machine Learning

Automate and optimize data pipelines using Azure Machine Learning. Learn monitoring, drift detection, triggers, alarms, CI/CD, and responsible AI practices for robust and ethical ML deployments.

• edX
• 4 weeks, 5-7 hours/week
• Self-Paced
• Free Certificate

MGH Institute of Health Professions

Advanced Principles & Topics in AI & Machine Learning in Healthcare

Dive into advanced AI and machine learning applications in healthcare, exploring sophisticated techniques, implementation strategies, and emerging trends while working with real-world medical scenarios.

• edX
• 4 weeks, 2-4 hours/week
• Self-Paced
• Free Certificate