Machine Learning

EdX

IBM

AI for Everyone: Master the Basics (edX)

Robotics & Computer Vision

Dive into the world of Artificial Intelligence (AI) with our beginner-friendly course 'AI for Everyone: Master the Basics'. Gain a comprehensive understanding of AI's key principles, including machine learning, deep learning, and neural networks. Whether you're curious about AI's impact on society or looking to apply these concepts in your professional life, this course is designed to equip you with the foundational knowledge needed to navigate the exciting field of artificial intelligence.

Self Paced

Self-Paced

Artificial Intelligence Machine Learning Neural Networks

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EdX

IBM

Apache Spark for Data Engineering and Machine Learning (edX)

Computer Science

Dive into the world of big data processing and machine learning with our introductory course on Apache Spark. Whether you're new to data engineering or looking to enhance your ML skills, this course provides a hands-on approach to understanding and applying Spark's powerful capabilities in Structured Streaming, Extract-Transform-Load (ETL) processes for Machine Learning pipelines, and Spark ML techniques.

Self Paced

Self-Paced

ML Machine Learning Apache Spark

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EdX

École Polytechnique Fédérale de Lausanne,EPFLx

IoT Systems and Industrial Applications with Design Thinking (edX)

Engineering Eng: Electronics

Dive into the world of Internet of Things (IoT) with this unique online course. Learn about IoT systems, their industrial applications, and how to apply design thinking to create innovative IoT products. Gain a thorough understanding of the fundamental business aspects necessary to succeed in the IoT space.

Self Paced

Self-Paced

Machine Learning Design Thinking IoT

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EdX

RWTH Aachen,RWTHx

Mathematical Optimization for Engineers (edX)

Engineering

Discover the power of mathematical optimization with our specialized course for engineers. This program covers the fundamental concepts and practical applications of optimization techniques, equipping you with the tools needed to tackle real-world engineering challenges effectively. Learn through engaging content and apply your knowledge via hands-on exercises implemented in Python.

Self Paced

Self-Paced

Math Machine Learning Engineering

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EdX

École Polytechnique Fédérale de Lausanne,EPFLx

Selected Topics on Discrete Choice (edX)

Engineering

Delve into the intricacies of advanced discrete choice modeling with our Selected Topics on Discrete Choice course, offered by edX. This follow-up to 'Introduction to Discrete Choice Models' provides an in-depth exploration of key topics essential for predicting human behavior at a detailed level. Whether you're in economics, transportation, marketing, or any field where individual choices matter, this course will equip you with the advanced skills needed to model and analyze complex decision-making processes.

Self Paced

Self-Paced

Machine Learning Sampling Discrete Choice

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EdX

University of Canterbury,UCx

Advanced Bayesian Statistics Using R (edX)

Statistics & Data Analysis Data Science

Take your understanding of Bayesian inference to the next level with our Advanced Bayesian Data Analysis Using R course. This professional program builds on foundational knowledge to explore complex topics such as modeling latent variables, Bayesian model averaging, generalised linear models, and Markov Chain Monte Carlo (MCMC) methods. Utilize R for practical application and deepen your expertise in statistical analysis.

Self Paced

Self-Paced

Calculus Algorithms Machine Learning

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EdX

Delft University of Technology,DelftX

Digitalization of Intelligent and Integrated Energy Systems (edX)

Engineering

Discover how to apply intelligence to the energy grid, creating a digitalized, automated, integrated, and optimized system. This course explores state-of-the-art digital technologies that are at the heart of the modern power grid revolution.

Self Paced

Self-Paced

Machine Learning Computational Methods Cybersecurity

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EdX

HarvardX,Harvard University

MLOps for Scaling TinyML (edX)

Data Science Computer Science

Embark on a journey into Machine Learning Operations (MLOps) with a focus on scaling Tiny Machine Learning (TinyML). Learn best practices for deploying, monitoring, and maintaining ML models that are small enough to run on resource-constrained devices. This course is designed for developers, data scientists, and engineers who want to leverage the potential of tiny machine learning in their applications.

Self Paced

Self-Paced

Machine Learning TinyML Tiny Machine Learning

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EdX

The Hong Kong University of Science and Technology - HKUST,HKUSTx

Foundations of Data Analytics (edX)

Statistics & Data Analysis Computer Science

Embark on an educational journey with 'Foundations of Data Analytics' – your gateway to mastering the fundamental skills required in today's data-driven world. This course, offered by edX, will equip you with techniques such as data collection, extraction, integration, cleansing, and basic machine learning, setting a robust foundation for more advanced big data technologies.

Self Paced

Self-Paced

Machine Learning Big Data Data Privacy

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