Machine Learning Courses and Certifications

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

Packt

Building Recommender Systems with Machine Learning and AI

Master Python, AI, and machine learning to build advanced recommender systems. From simple engines to hybrid ensembles, learn content-based filtering, collaborative filtering, and deep learning techniques.

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

AWS Certified Machine Learning - Specialty

Master the complete machine learning lifecycle on AWS, from data engineering to model deployment, preparing you for the specialty certification exam.

• Coursera
• 7 hours 28 minutes
• Self-Paced
• Paid Course

Packt

Advanced Machine Learning and Deep Learning

Master advanced machine learning and deep learning techniques, from neural networks to CNNs and RNNs. Apply knowledge through hands-on labs, covering regression, classification, and specialized topics like autoencoders and transfer learning.

• Coursera
• 7 hours 22 minutes
• Self-Paced
• Paid Course

Statistics You Need to Know for Machine Learning

Discover essential statistical concepts for machine learning, from linear and logistic regression to model selection and diagnostics, bridging traditional statistics with modern data science.

• Coursera
• 2 days 3 hours 28 minutes
• Self-Paced
• Paid Course

Packt

Recommender Systems with Machine Learning

Master recommender systems: from theory to practice. Build content-based and collaborative filtering models using Python and ML. Implement real-world projects for song and movie recommendations.

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

Machine Learning with Spark on Google Cloud Dataproc

Implement logistic regression using Apache Spark's ML library on Google Cloud Dataproc to develop a model for multivariable dataset analysis.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Whizlabs

Azure ML: Designing and Preparing Machine Learning Solutions

Master Azure ML fundamentals, data workflows, and MLOps architectures to design scalable machine learning solutions with hands-on Azure Data Factory and Synapse Analytics expertise.

• Coursera
• 9 hours 30 minutes
• Self-Paced
• Paid Course

Coursera

AWS AutoGluon for Machine Learning Classification

Train powerful machine learning classifiers for disease detection using AWS AutoGluon, enabling rapid prototyping of multiple models with minimal code.

• Coursera
• 1 hour 52 minutes
• Self-Paced
• Paid Course

Coursera

Databricks Machine Learning Fundamentals

Master production-grade machine learning on Databricks with hands-on experience in data preparation, MLflow tracking, and model deployment for real-world applications.

• Coursera
• 3 hours 53 minutes
• Self-Paced
• Paid Course