Intro to Machine Learning Courses and Certifications

Guided Tour of Machine Learning in Finance

7 ratings

Survey machine learning for finance, from mathematical foundations to supervised learning methods, and apply them in a capstone project predicting bank closures.

• Coursera
• 4 weeks, 6 hours a week
• Self-Paced
• Paid Course

Machine Learning for Absolute Beginners - Level 1

36805 ratings at Udemy

Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology

• Udemy
• 4 hours 28 minutes
• Self-Paced
• Paid Course

Career Certificate

Introduction to Machine Learning with SciKit Learn

324 ratings at CodeSignal

Learn machine learning end to end with scikit-learn, from preprocessing and model training through regression, classification, evaluation, ensembles, and cross-validation.

• CodeSignal
• 18 hours
• Self-Paced
• Free Certificate
• 7 courses

Machine Learning for All

3541 ratings at Coursera

This course is designed to introduce you to Machine Learning without needing any programming.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Fundamentals of Machine Learning for Healthcare

646 ratings at Coursera

Learn how machine learning applies to medicine: explore medical use cases, healthcare-specific evaluation metrics, foundation models, and best practices for designing, building, and evaluating clinical machine learning applications.

• Coursera
• 8 weeks, 2 hours a week
• Self-Paced
• Paid Course

Introduction to Machine Learning for Data Science

17090 ratings at Udemy

A primer on Machine Learning for Data Science. Revealed for everyday people, by the Backyard Data Scientist.

• Udemy
• 5 hours 33 minutes
• Self-Paced
• Paid Course

Python Machine Learning Bootcamp

105 ratings at CreativeLive

A hands-on Python bootcamp that builds and evaluates regression, classification, random forest, k-nearest-neighbor, and neural-network models on real datasets.

• CreativeLive
• 7 minutes
• Self-Paced
• Paid Course

Executive Briefing - Data Science and Machine Learning

11628 ratings at Udemy

Get a non-technical overview of Data Science and Machine Learning for Executives!

• Udemy
• 1 hour 58 minutes
• Self-Paced
• Paid Course

Introduction to Machine Learning with caret

Learn an introductory machine-learning workflow in R with caret, from preprocessing and dataset splitting to SVM training, evaluation, and cross-validation.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Practical Machine Learning with the mtcars Dataset in R

Practice end-to-end machine learning in R with the mtcars dataset, covering preprocessing, classification, evaluation, visualization, and cross-validation.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Revisiting Machine Learning Fundamentals

Refresh core machine learning skills through an end-to-end project from data exploration and preprocessing to model evaluation and REST API deployment.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Career Certificate

Machine Learning Essentials

Build a practical understanding of machine learning by evaluating training data, choosing inputs, interpreting results, understanding neural networks, and assessing feedback-driven AI systems.

• CodeSignal
• 6 hours
• Self-Paced
• Free Certificate

Career Certificate

Python Machine Learning

Hands-on introduction to machine learning fundamentals through regression and classification, using Python and data science libraries to solve real-world problems.

• VDCI
• 30 hours
• Self-Paced
• $1,895.00

Career Certificate

Python Machine Learning

Build machine learning models in Python: linear and multi-linear regression, logistic regression, k-nearest neighbors, decision trees and random forests, ending with a portfolio project.

• VDCI
• 30 hours
• Self-Paced
• $1,895.00

Machine Learning Foundations for Product Managers

868 ratings at Coursera

Learn how machine learning works without coding: the modeling process, evaluation metrics, linear models, trees, ensembles, clustering and deep learning, then train your own model.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course