Search results for machine learning

HUJI Machine Learning Club

Coresets and Decision Trees for Machine Learning Optimization

Discover how coresets can optimize decision tree algorithms, boost computation speed by 10x, and maintain accuracy in machine learning applications through geometric partitioning techniques.

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

The Machine Learning Engineer

LLMOPS: Training a Small LLM (GPT-2) - Machine Learning and Data Science

Explore training a small LLM (GPT2) locally, understanding challenges and limitations of LLM development for individuals and small teams.

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

The Machine Learning Engineer

vLLM Inference and LLM Server Engine for Machine Learning

Discover how to leverage vLLM for efficient large language model inference and serving, including practical implementation techniques and deployment strategies.

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

HUJI Machine Learning Club

Sample Compression and Topological Radon Theorem in Machine Learning

Explore the intersection of topology and machine learning through an examination of sample compression schemes and the Radon theorem's novel applications in theoretical ML problems.

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

Python for Machine Learning & Data Science Masterclass

16340 ratings at Udemy

Learn about Data Science and Machine Learning with Python! Including Numpy, Pandas, Matplotlib, Scikit-Learn and more!

• Udemy
• 1 day 20 hours 4 minutes
• On-Demand
• Paid Course

Machine Learning in R & Predictive Models | 3 Courses in 1

150 ratings at Udemy

Supervised & unsupervised machine learning in R, clustering in R, predictive models in R by many labs, understand theory

• Udemy
• 7 hours 36 minutes
• On-Demand
• Paid Course

2025 Python for Linear Regression in Machine Learning

287 ratings at Udemy

Linear and Non-Linear Regression, Lasso Ridge Regression, SHAP, LIME, Yellowbrick, Feature Selection | Outliers Removal

• Udemy
• 14 hours 36 minutes
• On-Demand
• Paid Course

2025 Advanced Machine Learning and Deep Learning Projects

111 ratings at Udemy

Text Embedding, Clustering, Classification | Image Clustering, Classification, Text to Image Search

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

Unsupervised Machine Learning Hidden Markov Models in Python

4264 ratings at Udemy

HMMs for stock price analysis, language modeling, web analytics, biology, and PageRank.

• Udemy
• 9 hours 47 minutes
• On-Demand
• Paid Course

Regression Analysis for Statistics & Machine Learning in R

520 ratings at Udemy

Learn Complete Hands-On Regression Analysis for Practical Statistical Modelling and Machine Learning in R

• Udemy
• 8 hours
• On-Demand
• Paid Course

Practical Machine Learning by Example in Python

611 ratings at Udemy

A Deep Dive into Building Machine Learning and Deep Learning models

• Udemy
• 8 hours 46 minutes
• On-Demand
• Paid Course

Machine Learning: Natural Language Processing in Python (V2)

5765 ratings at Udemy

NLP: Use Markov Models, NLTK, Artificial Intelligence, Deep Learning, Machine Learning, and Data Science in Python

• Udemy
• 22 hours 44 minutes
• On-Demand
• Paid Course

IIT Madras;  NPTEL

Introduction to Machine Learning

1 review

Comprehensive introduction to machine learning concepts, algorithms, and paradigms. Covers statistical theory, regression, classification, neural networks, decision trees, ensemble methods, and clustering techniques.

• Swayam
• 12 weeks, 3-4 hours a week
• On-Demand
• Free Online Course

Time Series Analysis, Forecasting, and Machine Learning

1488 ratings at Udemy

Python for LSTMs, ARIMA, Deep Learning, AI, Support Vector Regression, +More Applied to Time Series Forecasting

• Udemy
• 23 hours
• On-Demand
• Paid Course

Machine Learning and AI Foundations: Decision Trees with SPSS

283 ratings at LinkedIn Learning

Establish a strong foundation in ML by exploring the IBM SPSS Modeler and learning about CHAID and C&RT. This course is designed to help expand your data science skills.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available