Designing a Metroidvania Game With AI - Stable Diffusion Walkthrough
Explore AI-powered game design using Stable Diffusion to create stunning Metroidvania-style visuals, from concept sketches to detailed environments and atmospheric effects.
Creative AI Conversations - Democratizing Video Production and Editing
Explore the future of AI-driven video production and editing with Soumyadip Sengupta, discussing democratization of VFX, personalized AI, and the intersection of video editing and VR technology.
OpenAI ChatGPT - The Future Is Here
Explore ChatGPT's capabilities in writing, design, problem-solving, and creative tasks. Learn about its potential applications and limitations in this comprehensive overview of the AI language model.
Efficient Geometry-Aware 3D Generative Adversarial Networks - EG3D
Hands-on guide to using pre-built EG3D models on Ubuntu 22.04 with Python 3.9, PyTorch, and CuDA GPU libraries. Learn to visualize, export, and generate 3D shapes from various models.
One-shot Face Stylization with JoJoGAN - In-depth Tutorial - Part 1
Learn face stylization with JoJoGAN: transfer styles to images using minimal data and GPU assistance. Covers setup, existing models, custom training, and animal face styles.
Forecast Any Mathematical Number Sequence with Regression - Machine Learning
Learn to generate and forecast mathematical number sequences using Python, pandas, numpy, and scikit-learn. Visualize data with matplotlib and apply regression models to predict future numbers in various function-based series.
Topic Modeling Workshop for Beginners in Python
Learn topic modeling in Python using Gensim, spaCy, and NLTK. Covers data preparation, exploratory analysis, tokenization, LDA modeling, and evaluation techniques for beginners.
Graph Neural Networks Implementation in Python
Learn Graph Neural Networks implementation in Python, covering graph representations, node embeddings, message passing, and practical applications using NetworkX and PyG libraries.
Create and Visualize Your First Convolutional Neural Network in Python
Learn to create and visualize a Convolutional Neural Network (CNN) in Python, covering key concepts like convolution, pooling, flattening, and dropout with practical examples and code implementation.
Create and Visualize Your First Perceptron and Feed Forward Network in Python
Learn to build and visualize Perceptron and Feed Forward networks in Python using Keras and TensorFlow. Ideal for beginners, this hands-on tutorial covers network creation, visualization, and fundamental deep learning concepts.
Create and Visualize Your Very First Neural Network in Python
Create and visualize your first neural network in Python using Keras and TensorFlow. Learn step-by-step, from basic concepts to building a sequential model, with helpful visualizations and a pre-trained network example.
Predicting Wildfire Hotspots Using California Wildfire Data
Learn to predict wildfire hotspots using California data. Covers data collection, feature engineering, ML modeling with LightGBM/XGBoost/H2O.ai, and visualization techniques for effective wildfire risk assessment.
Deploy Your Python App with Supervisor as Service in Free AWS EC2 Instance
Learn to deploy Python 3.9 apps on AWS EC2 using Supervisor, covering installation, configuration, and service setup for uninterrupted operation. Ideal for developers seeking reliable cloud deployment solutions.
Develop Test Suites for Machine Learning Models and Data with Deepchecks
Hands-on tutorial for developing test suites with Deepchecks, covering data validation, distribution analysis, custom tests, and model validation for machine learning projects.
Whiteboarding - Large Language Model Tech Stack
Explore the LLM tech stack, covering API-accessible and open-source models. Learn about ChatGLM-6B and gain insights into self-hosting options for large language models.
Object Detection Using OpenCV - Augmented Reality Using OpenCV
Learn object detection with OpenCV for augmented reality applications. Recognize objects as triggers for AR functions, enhancing your robotics and mechatronics skills.
How to Save Game State with Databases
Learn to save game state using databases, create a backend, and connect it to the frontend. Practical tutorial on implementing data persistence in game development.
Vector Similarity Search
Explore vector similarity search, its applications in deep learning, and how it revolutionizes search across text, multimedia, and recommendations. Learn from industry experts about implementation and future possibilities.
Better, Faster, Cheaper Apps with Containers and Cloud
Modernize traditional apps with containers for efficient cloud migration, enhanced security, and improved portability without code changes. Accelerate DevOps adoption and microservices architecture.
Getting Started with Istio Using Docker Desktop
Learn to manage microservices communication with Istio on Docker Desktop. Explore traffic management, observability, and certificate handling in this hands-on virtual meetup.
Docker Build - Enabling Full Stack Continuous Previews with Uffizzi
Explore Continuous Previews with Uffizzi for Docker, enabling efficient testing and deployment workflows. Discover how this approach enhances collaboration and accelerates development processes.