Data Science Conference Courses

Making Data the Central Feature: From Task-Oriented to Data-Oriented Workflows

Explore the shift from task-oriented to data-oriented workflows in modern data engineering, focusing on tools and approaches that prioritize data assets over process management.

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

Adversarial Attacks in Deep Neural Networks - Understanding Vulnerabilities and Countermeasures

Explore the world of adversarial attacks in Machine Learning, understanding how malicious inputs can deceive Deep Neural Networks and the ongoing challenges in developing effective defenses.

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

Creating Ethical Generative AI for Enterprises Using IBM Watsonx.ai

Discover practical strategies for implementing enterprise-level generative AI using IBM Watsonx.ai platform, focusing on ethical deployment, classification tasks, and content generation with various LLM options.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Build End-to-End MLOps Platform with Open Source DVC Ecosystem

Master MLOps platform development using DVC ecosystem for data versioning, experiment tracking, and CI/CD pipeline automation. Learn practical implementations across various industries and ML applications.

• YouTube
• 2 hours 10 minutes
• On-Demand
• Free Video

Gamified Reinforcement Learning: Mastering AI through Video Games

Dive into reinforcement learning through interactive game development, creating intelligent agents with neural networks while mastering fundamental AI concepts through hands-on, visual demonstrations.

• YouTube
• 1 hour 47 minutes
• On-Demand
• Free Video

Unleash the Crypto Data Landscape - Hands-on Tutorial for Data Analysis and Visualization

Dive into hands-on crypto data analysis, building models and visualizations to extract meaningful insights and tackle real-world challenges in this interactive tutorial session.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Create ML Framework - Introduction to No-Code Machine Learning

Discover how to build and train machine learning models using Apple's Create ML framework, with hands-on demonstrations for image, video, motion, sound, text, and tabular data predictions in Xcode.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

Shinylive - Running R and Python Dashboards Without a Server Using Web Assembly

Master browser-based deployment of R and Python Shiny Dashboards using Web Assembly, eliminating server dependencies while maintaining interactive data visualization capabilities.

• YouTube
• 1 hour 44 minutes
• On-Demand
• Free Video

Fundamentals of Deep Learning - Computer Vision and Natural Language Processing

Master practical deep learning skills through hands-on training in computer vision and NLP, from building models from scratch to leveraging pre-trained solutions for efficient deployment and high accuracy results.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Transforming DataFrames - Introduction to Graphs and Graph Neural Networks with PyTorch Geometric

Master graph structures and GNN implementation using PyTorch Geometric, from converting DataFrames to training models for enhanced predictive performance with interconnected data analysis.

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

Model Validation Using Deep Generation of Stress Data

Discover advanced techniques for model robustness validation through deep generative models, focusing on stress testing, performance assessment, and handling unlikely events in data science applications.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Building and Optimization of Neural Networks from Scratch with NumPy

Master neural network development from ground up using NumPy, covering architecture design, propagation methods, and optimization techniques for building efficient deep learning models without frameworks.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Build Your Own AI Chatbot with OpenAI and LangChain

Master the creation of AI chatbots using OpenAI and LangChain through hands-on guidance. Learn API interactions, conversation state management, and practical implementation techniques for building intelligent conversational agents.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Hands-on Quantum Programming: From Circuit Design to Production Implementation

Master quantum programming fundamentals through hands-on implementation, from circuit assembly to result decoding, with practical Python integration for real-world quantum computing applications.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Video

Data Analysis in Python - From Descriptive Statistics to Advanced Analytics

Master data analysis fundamentals in Python, from environment setup and data cleaning to advanced statistical methods like T-tests, ANOVA, and regression, with practical business applications and visualization techniques.

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