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Learn Machine Learning Algorithms online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
Coursera
In this 1 hour long project-based course, you will learn to build a linear regression model using Pyspark ML to predict students' admission at the university. We will use the graduate admission 2 data set from Kaggle. Our goal is to use a Simple Linear Regression Machine Learning Algorithm from the…
LearnQuest
This course is aimed at anyone interested in applying machine learning techniques to scientific problems. In this course, we'll learn about the complete machine learning pipeline, from reading in, cleaning, and transforming data to running basic and advanced machine learning algorithms. We'll start…
Edge Impulse
Machine learning (ML) allows us to teach computers to make predictions and decisions based on data and learn from experiences. In recent years, incredible optimizations have been made to machine learning algorithms, software frameworks, and embedded hardware. Thanks to this, running deep neural net…
CertNexus
There are numerous types of machine learning algorithms, each of which has certain characteristics that might make it more or less suitable for solving a particular problem. Decision trees and support-vector machines (SVMs) are two examples of algorithms that can both solve regression and classific…
John Wiley & Sons
This course focuses on essential machine learning algorithms and techniques for validating models, equipping learners with the skills to build accurate, reliable predictive systems. It emphasizes the practical application of theoretical concepts, from simple learners to complex ensembles. Learners…
LearnQuest
This course introduces the concepts of Artificial Intelligence and Machine learning. We'll discuss machine learning types and tasks, and machine learning algorithms. You'll explore Python as a popular programming language for machine learning solutions, including using some scientific ecosystem pac…
Coursera
Choose Cost-Effective ML Algorithms Fast teaches you how to evaluate and compare machine learning algorithms based on their resource utilization—not just accuracy. In real ML pipelines, training time, memory footprint, and compute cost determine whether a model can run reliably at scale. In this sh…
Packt
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this course, you will unlock the secrets of machine learning algorithm…
EDUCBA
By the end of this course, learners will be able to explain core Natural Language Processing (NLP) concepts, preprocess and normalize textual data, extract meaningful features, and apply machine learning algorithms to solve real-world language-based problems. This course provides a structured, prac…
Packt
Master Machine Learning Algorithms with Python
