Machine Learning Courses and Certifications

Machine Learning

Comprehensive 7-day exploration of key machine learning algorithms, from regression techniques to clustering methods, enhancing data science skills through live interactive sessions.

• YouTube
• 11 hours
• On-Demand
• Free Video

PredictHealth's Advanced Pricing System

Master advanced modeling techniques to build state-of-the-art insurance pricing systems with non-linear patterns, feature interactions, regularization, and robust validation methods.

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

Microcredential

Hands-on Approaches to Handling Data Imbalance

Master techniques for handling imbalanced datasets through data preparation, advanced resampling methods, specialized algorithms, and proper evaluation metrics to build robust ML models.

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

Regression and Gradient Descent

Master regression algorithms and gradient descent by building them from scratch, covering linear and logistic regression without relying on high-level libraries.

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

機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations

331 ratings at Coursera

探討機器學習的演算法基礎,包括線性迴歸、邏輯迴歸、分類模型、非線性轉換、過擬合、正則化、驗證等主題,著重實用工具和方法論。

• Coursera
• 9 hours 20 minutes
• On-Demand
• Paid Course

DeepLearning.AI;  Stanford

Advanced Learning Algorithms

8631 ratings at Coursera

Explore neural networks, decision trees, and best practices in machine learning. Build and train models using TensorFlow, apply multi-class classification, and learn ensemble methods for real-world AI applications.

• Coursera
• 1 day 10 hours 18 minutes
• On-Demand
• Paid Course

Executive Briefing - Data Science and Machine Learning

10662 ratings at Udemy

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

• Udemy
• 1 hour 58 minutes
• On-Demand
• Paid Course

le Machine Learning avec Python

417 ratings at Udemy

Découvrir le Machine Learning sans se perdre dans les détails théoriques!

• Udemy
• 7 hours 10 minutes
• On-Demand
• Paid Course

Machine Learning Basics - Regression Analysis

384 ratings at Udemy

हिंदी में सीखें Basics of Machine Learning - covers Simple Linear Regression & Multiple Linear regression in Python

• Udemy
• 5 hours 40 minutes
• On-Demand
• Paid Course

Data Science & Machine Learning Fundamentals

380 ratings at Corporate Finance Institute

Data Science & Machine Learning Fundamentals course provides an overview of the data science cycle of building machine learning models

• Corporate Finance Institute
• 2 hours 25 minutes
• On-Demand
• Paid Course

Computational Social Science Capstone Project

35 reviews

Integrative lab applying computational social science skills: web scraping, network analysis, NLP, and agent-based modeling to analyze social media data and simulate idea diffusion.

• Coursera
• 13 hours 38 minutes
• On-Demand
• Paid Course

Creative Applications of Deep Learning with TensorFlow

45 reviews

Explore deep learning with TensorFlow, from basic components to advanced algorithms. Learn to build neural networks for object recognition, content generation, and creative applications in AI.

• Kadenze
• 60 hours
• On-Demand
• Free Online Course

Deep Learning Prerequisites: Linear Regression in Python

6813 ratings at Udemy

Data science, machine learning, and artificial intelligence in Python for students and professionals

• Udemy
• 6 hours 21 minutes
• On-Demand
• Paid Course

DeepLearning.AI;  Stanford

Unsupervised Learning, Recommenders, Reinforcement Learning

5527 ratings at Coursera

Explore unsupervised learning, recommender systems, and reinforcement learning. Master clustering, anomaly detection, and deep Q-learning to solve real-world AI challenges.

• Coursera
• 1 day 3 hours 51 minutes
• On-Demand
• Paid Course

Machine Learning & Data Science Diploma | Arabic

300 ratings at Udemy

Diploma in AI and Data Science Using Python: A Professional Program Guiding You to a Profound Understanding of Algorithm

• Udemy
• 1 day 16 hours 29 minutes
• On-Demand
• Paid Course