Supervised Learning Courses and Certifications

Hyperparameter Tuning in R

Learn how to tune your model's hyperparameters to get the best predictive results.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning Scientist in Python

Discover machine learning with Python and work towards becoming a machine learning scientist. Explore supervised, unsupervised, and deep learning.

• DataCamp
• 3 days 13 hours
• On-Demand
• Free Trial Available

Machine Learning Scientist in R

A machine learning scientist researches new approaches and builds machine learning models.

• DataCamp
• 2 days 17 hours
• On-Demand
• Free Trial Available

Practicing Machine Learning Interview Questions in R

Prepare for your upcoming machine learning interview by working through these practice questions that span across important topics in machine learning.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Building a Workflow for AI

Master AI-driven trading through machine learning techniques including reinforcement learning, supervised/unsupervised methods, and model backtesting with real financial data.

• Udacity
• 13 hours
• On-Demand
• Paid Course

Python Machine Learning Course Online (Self-Paced)

Master the fundamentals of machine learning with Python, from regression analysis to classification algorithms, and gain practical skills to solve real-world problems using data science libraries.

• Noble Desktop
• On-Demand
• $1,895.00

Machine Learning Fundamentals

8 reviews

Understand machine learning's role in data-driven modeling, prediction, and decision-making.

• edX
• 10 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

AWS Machine Learning Foundations Course

1 review

Gain essential machine learning skills, explore advanced AI areas, and get hands-on experience with AWS tools. Learn to build, evaluate, and deploy high-quality ML models using Amazon SageMaker and object-oriented programming.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Montreal Robotics

Towards Large Behavior Models: Versatile and Dexterous Robots via Supervised Learning

Explore advancements in machine learning for robotics, focusing on creating versatile and dexterous robots through supervised learning and the development of Large Behavior Models.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Yacine Mahdid

DeepSeek R1 Theory Overview - From GRPO to Reinforcement Learning and Supervised Fine-Tuning

Dive into a comprehensive breakdown of DeepSeek R1's architecture, exploring its training pipeline from GRPO and reinforcement learning to supervised fine-tuning and neural reward modeling.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Modelos predictivos con Machine Learning

32 reviews

En este curso conocerás los fundamentos del aprendizaje automático y como crear modelos de predicción, regresión y clasificación con ayuda de Python. Explorarás problemas de clasificación, regresión, series de tiempo, agrupamiento y sistemas expertos.

• edX
• 4 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

WeAreDevelopers

Self-Supervised Learning - Towards Autonomously Learning Machines

Explore cutting-edge AI techniques for autonomous learning machines, focusing on self-supervised learning methods that reduce reliance on labeled data and enhance general understanding.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

PioPetro

Supervised Learning Algorithms - Lecture 3

Explore supervised learning algorithms, model evaluation, and Python implementation for classification and regression tasks in petroleum engineering and energy transition.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Bureau of Economic Geology

Retooling Supervised Machine Learning for Data-Driven Hydrothermal Resource Assessments

Explore machine learning approaches for unbiased geothermal resource favorability mapping, improving predictive performance and confidence in resource estimates.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Codeynamics

Multiple Linear Regression with Scikit-learn in Python - Supervised Machine Learning

Master multiple linear regression techniques in Python using scikit-learn, from data preprocessing to model evaluation and prediction implementation.

• YouTube
• 32 minutes
• On-Demand
• Free Video