Machine Learning Courses and Certifications

Machine Learning Algorithms

Explore key machine learning algorithms: Naïve Bayes, Support Vector Machine, Decision Tree, and Clustering. Gain practical understanding and implementation skills in Python.

• Coursera
• 15 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Alberta Machine Intelligence Institute

Machine Learning Algorithms: Supervised Learning Tip to Tail

411 ratings at Coursera

Explore supervised learning techniques like decision trees, k-NN, and SVMs. Implement and analyze these algorithms on real business cases, gaining practical skills in data preparation and model evaluation.

• Coursera
• 9 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

The Nuts and Bolts of Machine Learning

412 ratings at Coursera

Explore machine learning algorithms, from supervised to unsupervised techniques. Learn to apply models like Naive Bayes, decision trees, and K-means clustering to solve complex data problems and make predictions.

• Coursera
• 1 day 12 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Using R for Regression and Machine Learning in Investment

Learn regression and machine learning techniques for investment analysis using R, covering backtesting, risk assessment, and factor models to enhance decision-making in financial markets.

• Coursera
• 17 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

New York Institute of Finance;  Google Cloud

Using Machine Learning in Trading and Finance

365 ratings at Coursera

Explore machine learning techniques for advanced trading strategies, including quantitative, pairs, and momentum trading. Learn to design, build, and back test models using TensorFlow and Keras.

• Coursera
• 18 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Basics

55 ratings at Coursera

Explore fundamental machine learning concepts, including k-Nearest Neighbors, Linear Regression, and Logistic Regression. Gain practical skills for data analysis and predictive modeling.

• Coursera
• 14 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning in Healthcare: Fundamentals & Applications

Explore data mining in healthcare, from theoretical foundations to practical applications. Learn to select methods, use software, and address real-world challenges in data cleaning, transformation, and modeling.

• Coursera
• 18 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning for Smart Beta

Explore smart beta products, recreate MSCI Enhanced Value Index, and apply machine learning techniques to create improved multi-factor models for investment strategies using R programming.

• Coursera
• 7 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Learn Image Analysis

283 ratings at Udemy

Become an expert in image analysis: create powerful algorithms to detect features reliably and measure them accurately

• Udemy
• 4 hours 58 minutes
• On-Demand
• Free Online Course

Machine Learning: Making computers think!

261 ratings at Udemy

A concise guide to getting started with machine learning.

• Udemy
• 1 hour 49 minutes
• On-Demand
• Free Online Course

Machine Learning Introduction for Everyone

240 ratings at Coursera

Comprehensive introduction to machine learning concepts, applications, and techniques. Covers supervised/unsupervised learning, classification, regression, and model evaluation through hands-on labs and a final project.

• Coursera
• 7 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning: Data Preprocessing[Python][Hindi]

196 ratings at Udemy

Free Data Science Course: Data Preprocessing: Correlation, Data Molding, Null Values

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

Machine Learning Fundamentals [Python]

146 ratings at Udemy

Understanding Machine Learning for Data Science in python. Best skill to get in free time.

• Udemy
• 1 hour
• On-Demand
• Free Online Course

CertNexus

Train Machine Learning Models

Aprende conceptos básicos de machine learning, prueba hipótesis, y entrena, ajusta y evalúa modelos para clasificación, regresión y clustering. Requiere conocimientos en tecnología informática y programación.

• Coursera
• 1 day 4 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Mastering Machine Learning: Course-1

115 ratings at Udemy

Learn key machine learning concepts including supervised and unsupervised learning, regression, and classification, with hands-on implementation of simple linear regression in Python.

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course