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.
How to Learn Deep Learning - The Most Efficient Way to Go From Beginner to Advanced
Comprehensive guide to efficiently learn deep learning, from prerequisites to advanced topics. Covers recommended courses, resources, and practical advice for beginners to progress to an advanced level.
Pytorch Neural Style Transfer Tutorial
Learn to implement Neural Style Transfer from scratch in PyTorch, covering theory and practical coding to blend content and style images for artistic results.
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.
Hugging Face Datasets - Dataset Builder Scripts for Beginners
Learn to create and manage dataset builder scripts for Hugging Face, including download management, Apache Arrow datatypes, and integration with popular machine learning frameworks for efficient model training and fine-tuning.
Hugging Face Datasets - Hosting Your Datasets for Beginners
Learn to host and manage datasets on Hugging Face, including creating JSONL files, uploading to Git, and handling large files with LFS. Perfect for beginners looking to share and collaborate on datasets.
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.
GI Rendering Techniques in 3ds Max - Part 1: Clay Renders and Lighting
Explore techniques for creating professional "clay" renders in 3ds Max using various render engines. Learn to showcase 3D models with global illumination, lighting, and HDRI for portfolio-ready presentations.
Create an Interactive Animated Bar Graph with Cinema 4D and Xpresso - Part 1
Learn to create dynamic 3D bar graphs in Cinema 4D using Xpresso and Mograph, with automatic updates based on custom settings. Master interactive data visualization techniques.
Body Shatter Tutorial in Cinema 4D
Learn advanced body shatter effects in Cinema 4D, covering custom shapes, colorama, force fields, and more. Enhance your 3D animation skills with professional techniques.
UV Mapping with the Unwrap Modifier - Part 2
Learn advanced UV mapping techniques using the Unwrap Modifier, including flat mapping, cloning, point-to-point, polygon unfolding, and more for efficient 3D texture application.
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.
How to Draw Hair - Any Hairstyles Tutorial with 10 Art Tips
Master the art of drawing anime and manga hairstyles with 10 easy tips, from basic shapes to shading techniques. Learn to create diverse styles inspired by popular characters.