Free Online Machine Learning Courses & MOOCs

Coursera

AWS

Practical Decision-Making Using No-code ML on AWS (Coursera)

Data Science

Embark on a journey into the world of machine learning with our 'Practical Decision-Making Using No-code ML on AWS' course. Designed for those who want to harness the power of AI without writing code, this course introduces Amazon SageMaker Canvas—a user-friendly interface that empowers you to generate accurate predictions and make informed decisions. Whether you're a business analyst, manager, or someone new to machine learning, this course provides the tools and knowledge needed to solve real-world problems with ease.

Sep 30th 2024

1 Week

ML Artificial Intelligence Machine Learning

EdX

Georgia Institute of Technology,GTx

Computing for Data Analysis (edX)

CS: Software Engineering Statistics & Data Analysis

Discover the intersection of computing and mathematics with 'Computing for Data Analysis'. This hands-on course offers a practical introduction to basic programming principles crucial for contemporary data analysis, data mining, and machine learning. Dive into the entire data analysis pipeline from collection to interactive visualization.

Aug 19th 2024

13-24 Weeks

Programming Python Computing

Coursera

IBM

Applied AI with DeepLearning (Coursera)

Data Science

Dive into the world of Applied Artificial Intelligence with this comprehensive course from Coursera. Learn how to apply Deep Learning models to various fields such as Natural Language Processing, Computer Vision, and Time Series Analysis. This course is part of IBM's Advanced Data Science Certificate program and will teach you the fundamentals of Linear Algebra and Neural Networks.

Aug 19th 2024

4 Weeks

Artificial Intelligence Machine Learning Apache Spark

Coursera

IBM

Advanced Machine Learning and Signal Processing (Coursera)

Data Science

Dive into the world of advanced data science with 'Advanced Machine Learning and Signal Processing'. This course, offered by Coursera as part of IBM’s Advanced Data Science Specialization, provides a deep dive into machine learning models that are essential for tackling sophisticated challenges across numerous disciplines. From understanding linear algebra to applying supervised and unsupervised learning techniques, this course equips you with the skills needed to harness the potential of data.

Aug 12th 2024

4 Weeks

Machine Learning Linear Algebra Signal Processing

Coursera

IBM

Advanced Data Science Capstone (Coursera)

Data Science

Embark on a journey to become an expert in advanced data science with our capstone project course. Dive into the world of massive parallel data processing, explore and visualize data like never before, master complex algorithms through machine learning and deep learning, and apply these skills to solve real-world problems. This course is designed for those who want to take their data science expertise to the next level.

Aug 12th 2024

4 Weeks

Algorithms Machine Learning Data Science

Coursera

AWS,NVIDIA

Hands-on Machine Learning with AWS and NVIDIA (Coursera)

Data Science

Dive into practical machine learning with our expert-led course. Gain proficiency in deploying scalable ML models on AWS's powerful platform, leveraging NVIDIA GPUs for faster results. Perfect for practitioners looking to streamline their workflows and advance their careers in data science.

Jul 22nd 2024

4 Weeks

ML NLP Machine Learning

Coursera

DeepLearning.AI

Machine Learning Modeling Pipelines in Production (Coursera)

Data Science

Dive deep into the world of Machine Learning Modeling Pipelines in Production. This course will guide you through building robust models for various serving environments, optimizing resource management, and using analytics tools to ensure your models perform optimally both offline and online. Explore techniques to tackle model fairness, explainability, and performance bottlenecks.

Jul 15th 2024

5-12 Weeks

Machine Learning Performance Analysis Fairness

Coursera

DeepLearning.AI

Machine Learning Data Lifecycle in Production (Coursera)

Data Science

Embark on a journey into the heart of machine learning production with our 'Machine Learning Data Lifecycle in Production' course. Designed for those looking to refine their skills in data engineering and management, this course will guide you through building robust data pipelines, implementing effective feature engineering techniques using TensorFlow Extended (TFX), and establishing a reliable data lifecycle framework. By the end of this course, you'll be equipped with the knowledge and tools necessary to handle datasets from gathering to validation, ensuring high-quality, predictive insights.

Jul 8th 2024

4 Weeks

ML Data Machine Learning

Coursera

IBM

Building AI Applications with Watson APIs (Coursera)

Data Science

Dive into the world of AI development with 'Building AI Applications with Watson APIs'. This course is designed for those eager to harness the capabilities of IBM's Watson services to create powerful applications. From leveraging Discovery for data insights to utilizing Speech to Text, Assistant, and Text to Speech, you'll learn how to combine these tools effectively. By the end, you’ll have the skills to build sophisticated information retrieval systems that interact with users.

Jun 24th 2024

5-12 Weeks

Artificial Intelligence Machine Learning Python Programming