Machine Learning Courses and Certifications

AI for Medical Diagnosis

2068 ratings at Coursera

In this course, you will create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders.

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

Career Certificate

Data Analysis and Interpretation

1380 ratings at Coursera

Master data analysis using SAS or Python. Learn data management, visualization, modeling, and machine learning. Conduct original research to address real-world issues and create professional-quality reports.

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

Data Analysis: Statistical Modeling and Computation in Applications

115 ratings at edX

A hands-on introduction to the interplay between statistics and computation for the analysis of real data. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 16 weeks, 10-15 hours/week
• Self-Paced
• Free Online Course (Audit)

Simple Regression Analysis in Public Health

391 ratings at Coursera

Learn to apply simple regression methods in public health, including linear, logistic, and Cox regression. Practice interpreting data and performing calculations using real-world examples.

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

Build, Train and Deploy ML Models with Keras on Google Cloud

2811 ratings at Coursera

Learn to design, build, and scale ML models using TensorFlow and Keras. Covers data pipelines, neural networks, and training on Vertex AI for efficient, large-scale machine learning projects.

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

Stanford CS221 - Artificial Intelligence: Principles and Techniques - Autumn 2021

2 ratings

Master AI fundamentals through Stanford's comprehensive exploration of machine learning, search algorithms, probabilistic models, logic systems, and real-world applications.

• YouTube
• 1 day 7 hours 10 minutes
• Self-Paced
• Free Video

Java Programming: Build a Recommendation System

658 ratings at Coursera

Build a movie recommendation system using Java, learning to analyze user ratings, calculate similarities, and generate personalized suggestions based on data-driven insights.

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

Data Science Bootcamp (Full-time) (Live Online)

2637 ratings at CourseHorse

Transform your career with General Assembly's immersive Data Science program and gain the skills to excel in advanced analytics and predictive modeling.

• CourseHorse
• 480 hours
• Self-Paced
• $16,450.00

Data Science Short-course (Live Online)

2637 ratings at CourseHorse

Gain the skills needed to excel in the field of data science and machine learning with the General Assembly's practical and hands-on course.

• CourseHorse
• 200 hours
• Self-Paced
• $4,500.00

Introduction to Data Science Workshop (Live Online)

2637 ratings at CourseHorse

Dive into data science fundamentals, exploring real-world applications, essential tools, and career paths while learning to analyze, visualize, and model data using Python and Anaconda in a hands-on environment.

• CourseHorse
• 3 hours
• Self-Paced
• $99.00

Career Certificate

AI for Medicine

2465 ratings at Coursera

Explore machine learning applications in medicine, covering diagnosis, prognosis, and treatment. Gain practical skills to apply AI in healthcare, enhancing medical decision-making and patient care.

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

Career Certificate

Generative Adversarial Networks (GANs)

2370 ratings at Coursera

Explore image generation with GANs, from foundational concepts to advanced techniques. Gain hands-on experience using PyTorch, create realistic outputs, and understand social implications like bias and privacy in machine learning.

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

Career Certificate

Machine Learning with TensorFlow Google Cloud 日本語版

152 ratings at Coursera

TensorFlowとGoogle Cloudを活用し、機械学習の基礎から高度なモデル構築まで学ぶ。理論と実践を通じて、MLの問題設定、データ処理、モデルのトレーニングと最適化、本番環境への展開を習得する。

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

大数据机器学习

Dive into comprehensive machine learning fundamentals, from statistical learning theory to deep learning methods, with practical applications for solving real-world big data challenges.

• XuetangX
• Self-Paced
• Free Online Course

机器学习概论

Dive into machine learning fundamentals, algorithms, and practical applications through theoretical concepts and hands-on analysis. Master key methodologies from decision trees to support vector machines.

• XuetangX
• Self-Paced
• Free Online Course