MLCon Talks & Presentations

MLCon | Machine Learning Conference

Enterprise Tensorflow

Explore integrating TensorFlow models into Java enterprise environments, covering deployment, version control, and integration with popular server frameworks like Spring and Apache CXF.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Conference Talk

MLCon | Machine Learning Conference

Coding Deep Learning

Explore deep learning fundamentals, including matrix algebra and calculus, and get practical tips for using frameworks like Keras, PyTorch, and TensorFlow in this informative session.

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

MLCon | Machine Learning Conference

From Zero to Deep Learning Enhanced App

Practical insights on developing a Deep Learning Android app, from data collection to production deployment using TensorFlow, with tips on choosing the right approach and best practices.

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

MLCon | Machine Learning Conference

It's All About Machines and Creating Their Minds

Exploring user-centric AI design: How to create socially integrated, accepted, and beneficial machine learning systems for future businesses and daily life.

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

MLCon | Machine Learning Conference

Language - The Next Stronghold to Be Taken by AI

Explore AI's impact on language, from recent breakthroughs to future possibilities, covering computer vision, natural language understanding, and feature learning.

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

MLCon | Machine Learning Conference

Language - The Next Stronghold to Be Taken by AI

Explore recent AI breakthroughs and discover why natural language understanding is poised to be the next major frontier in artificial intelligence.

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

MLCon | Machine Learning Conference

From NASA to Hollywood - Using Predictive Analytics and Machine Learning

Explore predictive analytics and machine learning applications in NASA spaceflight systems and Hollywood movie risk assessment, covering parametric and non-parametric models for high-risk, low-instance systems.

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

MLCon | Machine Learning Conference

Everything You Need to Know about Security Issues in Today's ML Systems

Comprehensive overview of security vulnerabilities in ML systems, covering poisoning, evasion, and inversion attacks, with focus on adversarial examples and their impact on various applications.

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

MLCon | Machine Learning Conference

First Steps to Interpretable Machine Learning

Explore interpretable machine learning using SHAP values to understand model predictions and feature importance, based on a real data science project with practical insights.

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

MLCon | Machine Learning Conference

Next Generation AI - Emotional Artificial Intelligence Based on Audio

Exploring emotional AI's ability to analyze speech for demographic, emotional, and health insights, revolutionizing human-machine interaction across industries.

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

MLCon | Machine Learning Conference

Building Emotionally Intelligent Machines

Explore advancements in emotional machine learning and its potential to revolutionize human-machine interactions, discussing pros and cons of emotionally intelligent AI systems.

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

MLCon | Machine Learning Conference

Explainable AI with Machine Teaching

Explore the shift from Machine Learning to Machine Teaching, addressing explainability, data access, and algorithm control. Learn about transformative industry applications and real-world examples.

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

MLCon | Machine Learning Conference

From Paper to Product - How We Implemented BERT

Explore the journey of implementing BERT in a natural language generation product, from initial research to production deployment. Learn about challenges, successes, and valuable lessons for NLP practitioners.

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

MLCon | Machine Learning Conference

Automatic Image Cropping for Online Classifieds

Explore an AI-powered image cropping system for online classifieds, enhancing thumbnail attractiveness and buyer engagement through deep learning and salient region identification.

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

MLCon | Machine Learning Conference

Continuous Delivery for Machine Learning Applications with Open Source Tools

Explore implementing continuous delivery for ML applications using open-source tools. Learn to automate development processes, integrate mixed teams, and continuously improve chatbots in production environments.

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