Machine Learning Courses and Certifications

EuroPython Conference

The State of Production Machine Learning in 2023

Explore challenges and solutions in production machine learning, focusing on reliability and scalability. Learn key concepts and recommended tools to tackle the increasing complexity of ML pipelines.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Responding to Earthquakes Using Machine Learning and Racing Through Time

Explore how machine learning and Python tools were used to extract and process social media data for earthquake response, creating afetharita.com to aid survivors in Turkey.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

MLOps: Why DevOps Solutions Fall Short in the Machine Learning World

Explore MLOps challenges, differences from DevOps, and solutions for efficient machine learning development. Learn about GitLab's approach and the emerging field of LLMOps.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Poisoned Pickles Make You Ill - Securing Machine Learning Model Serialization

Explore the security risks of using pickle for ML model serialization and learn strategies to protect against poisoned pickles in data science pipelines.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Devoxx

Lessons Learned Using Machine Learning in Java

Explore practical insights and key takeaways from implementing machine learning projects using Java, enhancing your skills in AI development and data-driven solutions.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

Web Summit

How Can Machine Learning Help You Find Love?

Explore how data and machine learning revolutionize online dating, enhancing matchmaking algorithms and improving relationship success rates in the digital age.

• YouTube
• 19 minutes
• Self-Paced
• Conference Talk

Web Summit

Stop the Machine Learning Arms Race

Explore the challenges of machine learning in cybersecurity, including ransomware, trust attacks, and autonomous responses, with insights on innovative threat detection approaches.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

Web Summit

Machine Learning and Security

Explore the intersection of machine learning and security with chess legend Garry Kasparov, delving into the implications for technology and society.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

React Conferences by GitNation

Visual Feature Engineering for Machine Learning with React

Explore visual feature engineering for machine learning using React and TensorFlow.js to predict soccer match outcomes, with real-time model visualization and training insights.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Ruby Central

Forecasting the Future - An Introduction to Machine Learning for Weather Prediction in Native Ruby

Explore building weather prediction models using machine learning in Ruby, covering data preparation, linear regression, and practical implementation techniques for Rubyists of all levels.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Ruby Central

Discover Machine Learning in Ruby

Explore machine learning in Ruby using Andrew Kane's gems, focusing on computer vision neural networks for processing images and videos with satisfying visual feedback.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

How to Craft Awesome Machine Learning Demos with Python

Learn to create interactive Machine Learning demos using Python, Gradio, and Streamlit. Discover how to craft engaging interfaces and share your models with both ML experts and novices.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

The Pattern - Machine Learning Natural Language Processing Meets VR/AR

Explore open-source NLP tools and techniques through three ML pipelines using Redis modules. Learn to build knowledge graphs, deploy BERT Q&A models, and implement text summarization with Google's T5.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

The Painless Route in Python to Fast and Scalable Machine Learning

Learn to optimize Python for high-performance machine learning, from Intel-enhanced packages to scalable data processing and analytics pipelines that rival C++/MPI performance on large datasets and clusters.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Machine Learning for Everyone

Discover the essentials of machine learning, neural networks, and reinforcement learning in this engaging talk. Gain practical insights and witness a mind-blowing demo to kickstart your ML journey.

• YouTube
• 37 minutes
• Self-Paced
• Conference Talk