EfficientNet Paper Walkthrough
Comprehensive walkthrough of the EfficientNet paper, exploring model scaling, proposed methods, and results. Offers insights into innovative approaches for improving neural network efficiency.
Building Our First Simple GAN
Learn to build a simple Generative Adversarial Network (GAN) using fully connected layers and train it on the MNIST dataset. Explore the architecture, setup, and training process for this fundamental deep learning model.
TensorFlow Tutorial - Custom Dataset for Images
Learn efficient methods to load custom image datasets in TensorFlow using structured subfolders, CSV annotations, or single folders. Covers image_dataset_from_directory, ImageDataGenerator, and more.
TensorFlow Tutorial - Neural Networks with Sequential and Functional API
Learn to build neural networks in TensorFlow 2.0 using Keras Sequential and Functional API. Covers model creation, layer feature extraction, and model summaries with hands-on MNIST dataset examples.
TensorFlow Tutorial - Tensor Basics
Comprehensive guide to essential tensor operations in TensorFlow 2.0, covering initialization, casting, math operations, indexing, and reshaping. Builds foundation for neural network development.
Pytorch Neural Network Example
Step-by-step guide to building a simple neural network using PyTorch, covering network creation, data handling, loss calculation, and accuracy evaluation.
Prompt Templates for GPT-3.5 and Other LLMs - LangChain
Learn to create effective prompts for language models using LangChain's PromptTemplates and FewShotPromptTemplates. Explore example selectors and best practices for prompt engineering in this hands-on tutorial.
Generative Question-Answering with OpenAI's GPT-3.5 and Davinci
Explore generative question-answering using OpenAI's GPT-3.5 and Davinci. Learn about app creation, architecture, data indexing, querying, and answer generation in this AI-powered approach.
Table Question-Answering with TAPAS in Python
Learn to implement table question-answering using TAPAS in Python, covering retrieval pipelines, dataset preprocessing, and advanced aggregation queries with Hugging Face transformers and Pinecone vector database.
Intro to Multi-Modal ML with OpenAI's CLIP
Explore OpenAI's CLIP for multi-modal machine learning, combining text and image understanding. Learn to create embeddings, perform similarity searches, and leverage CLIP's capabilities using Hugging Face.
How to Learn NLP for Beginners
Comprehensive guide to self-learning NLP, covering foundational ML concepts, neural networks, modern NLP techniques, and practical projects. Includes curated resources and course recommendations for beginners.
AugSBERT: Domain Transfer for Sentence Transformers
Learn to transfer knowledge from out-of-domain datasets to your target domain using AugSBERT. Optimize language models with efficient data selection and domain-transfer training strategies for improved performance.
Young to Old Visual Effects Tutorial - Aging Techniques in After Effects
Learn Hollywood-style aging effects using camera techniques, tracking, and visual effects in After Effects to transform actors from young to old.
Variable Speed Feature for Incredible Painting Effect - Photoshop Tutorial
Learn to transform photos into stunning paintings using Photoshop's Blur Gallery, Path Blur, and Camera RAW. Master brush stroke simulation, color control, and texture application for realistic artistic effects.
Machine Intelligence Makes Human Morals More Important
Zeynep Tufekci explores the impact of AI on decision-making, highlighting potential risks and emphasizing the importance of human ethics in guiding machine intelligence development.
Watson, Jeopardy and Me - The Obsolete Know-It-All
Ken Jennings humorously recounts his experience competing against IBM's Watson supercomputer on Jeopardy, exploring the future of human knowledge in the age of artificial intelligence.
Building an AI-Enabled Network Video Recorder with NVIDIA Metropolis Microservices for Jetson
Learn to build an AI-enabled Network Video Recorder using NVIDIA Metropolis microservices for Jetson. Covers system setup, microservices, testing, diagnostics, and code samples for various operations in edge AI applications.
Setting AI Policies for School Districts - Part 2
District leaders discuss approaches to setting AI policies, exploring strategies and considerations for implementing AI in education.
Can AI Fix Vulnerable Code? - Exploring AI's Potential in Cybersecurity
Explore AI's ability to fix vulnerable code through XSS, injection attacks, and LFI examples. Assess ChatGPT's effectiveness in addressing these security issues in web applications.
The Cloud Native News Show - AI Breakthroughs Revealed
Explore cutting-edge advancements in cloud native and AI technologies, featuring expert insights, exclusive interviews, and analyses of revolutionary features and innovations in the CNCF ecosystem.
Sherlock - OpenSource Platform for Applying LLMs to Security Use Cases
Explore Sherlock: an open-source platform leveraging LLMs for security applications. Learn about its configurable features and potential impact on cybersecurity practices.