Classification Courses and Certifications

Python Machine Learning

Master machine learning fundamentals through hands-on Python programming, covering regression, classification, decision trees, and ensemble methods to solve real-world data problems.

• VDCI
• 30 hours
• On-Demand
• $1,895.00

Using AI for Federal HR Classification (Live Online)

This one-day program provides federal HR classifiers with a practical introduction to artificial intelligence (AI) in position classification.

• CourseHorse
• 7 hours
• On-Demand
• $899.00

Wool Measurement and Technology

Discover wool measurement principles, sampling techniques, and classification methods used in the Australian wool industry, plus traceability systems from farm to consumer.

• OpenLearning
• On-Demand
• Paid Course

Learning to Predict User Preferences

Master supervised machine learning to build advanced recommendation engines using user data, logistic regression, and predictive scoring for personalized music suggestions.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Microcredential

Mastering Gradient Boosting with XGBoost & LightGBM

Master gradient boosting techniques using XGBoost, LightGBM, and CatBoost to build, tune, and interpret powerful models for real-world classification problems with hands-on practice.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate
• 3 courses

Microcredential

Implementing AI Algorithms from Scratch in C++ (Part 1)

Master machine learning fundamentals by building regression, classification, and optimization algorithms from scratch in C++ without high-level libraries.

• CodeSignal
• 13 hours
• On-Demand
• Free Certificate
• 3 courses

Microcredential

IBM Introduction to Machine Learning

3343 ratings at Coursera

Gain essential machine learning skills for high-demand careers. Learn to apply algorithms, predict outcomes, and evaluate models through hands-on projects, earning an IBM Badge and building a portfolio.

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Master statistics & machine learning: intuition, math, code

2956 ratings at Udemy

A rigorous and engaging deep-dive into statistics and machine-learning, with hands-on applications in Python and MATLAB.

• Udemy
• 1 day 14 hours 21 minutes
• On-Demand
• Paid Course

Machine Learning- From Basics to Advanced

2333 ratings at Udemy

A beginners guide to learn Machine Learning (including Hands-on projects - From Basic to Advance Level)

• Udemy
• 6 hours 49 minutes
• On-Demand
• Paid Course

Ensemble Machine Learning in Python: Random Forest, AdaBoost

2653 ratings at Udemy

Ensemble Methods: Boosting, Bagging, Boostrap, and Statistical Machine Learning for Data Science in Python

• Udemy
• 5 hours 48 minutes
• On-Demand
• Paid Course

Introduction to Artificial Neural Network and Deep Learning

1800 ratings at Udemy

The Best Machine Learning Techniques for Data Science in Java and Neuroph with Application in Image Recognition

• Udemy
• 7 hours 3 minutes
• On-Demand
• Paid Course

Understanding the World Through Data

37 ratings at edX

Become a data explorer – learn how to leverage data and basic machine learning algorithms to understand the world.

• edX
• 8 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning and Deep Learning Bootcamp in Python

1653 ratings at Udemy

Machine Learning, Neural Networks, Deep Learning and Reinforcement Learning, GAN in Keras and TensorFlow

• Udemy
• 1 day 7 hours 27 minutes
• On-Demand
• Paid Course

Mastering Data Science and Machine Learning Fundamentals

1414 ratings at Udemy

Data Science & Machine Learning- Data Science, Machine Learning, Regression, Classification and Clustering [THEORY ONLY]

• Udemy
• 1 hour 51 minutes
• On-Demand
• Paid Course

Microcredential

Computer Science for Artificial Intelligence

1 review

Comprehensive introduction to computer science and AI, covering programming fundamentals, algorithms, and machine learning. Hands-on projects develop skills for designing intelligent systems and solving real-world problems.

• edX
• 19 weeks, 8-24 hours a week
• On-Demand
• $518.00
• 2 courses