Inside TensorFlow - New TF Lite Converter
Explore the new TF Lite Converter with Software Engineer Yu-Cheng Ling, covering its advantages, implementation, and transformation processes for efficient mobile deployment.
Inside TensorFlow - Eager Execution Runtime
Explore TensorFlow's eager execution runtime with Software Engineer Alex Passos, covering Python context, code generation, async mode, and multidevice calls.
TensorFlow Model Optimization - Quantization and Pruning
Explore TensorFlow model optimization techniques like quantization and pruning to enhance performance, reduce resource usage, and improve efficiency in machine learning applications.
Great TensorFlow Research Cloud Projects From Around the World
Explore exciting machine learning projects powered by TensorFlow Research Cloud's free Cloud TPUs. Learn how to access TFRC resources for your own research endeavors.
Swift for TensorFlow - TF World '19
Explore Swift for TensorFlow, a cutting-edge ML platform integrating deep neural networks with AI algorithms and software development, enhancing research efficiency and speed.
Intro to Sentence Embeddings with Transformers
Learn to create and apply sentence embeddings using transformers for semantic similarity tasks, exploring models like BERT and GPT for advanced natural language processing applications.
Product Quantization for Vector Similarity Search - Python
Learn to compress high-dimensional vectors using product quantization, reducing memory usage by 97% and improving search speeds by 92x. Includes Python implementation and visualization techniques.
Techniques to Work with Imbalanced Data for Machine Learning in Python
Learn 7 effective techniques to handle imbalanced datasets in machine learning, including sampling methods, algorithm selection, and synthetic data generation.
How to Install Detectron2 for Computer Vision with OpenCV Python - Part 2
Step-by-step guide to installing Detectron2 for computer vision projects using OpenCV and Python, covering essential requirements, software setup, and testing procedures.
ChatGPT with Arduino and ESP32 - C++ and MicroPython Coding
Explore AI-assisted coding for Arduino and ESP32 using ChatGPT. Learn to create projects like temperature meters, WiFi scanners, and web servers in C++ and MicroPython.
Raspberry Pi Cameras - The Big Picture
Comprehensive guide to Raspberry Pi cameras: selection, installation, usage, and comparison. Covers command-line and Python programming, GUI options, repairs, and performance tests across various models.
Understanding Arduino Interrupts - Hardware, Pin Change & Timer Interrupts
Explore Arduino interrupts: hardware, pin change, and timer. Learn to create responsive interfaces, perform timed operations, and write efficient code for microcontrollers.
Is Shapr3D the Easiest CAD for 3D Printing Product Design?
Explore Shapr3D for 3D printing product design, comparing it to free alternatives. Learn navigation, sketching, extrusion, modeling techniques, and assemblies. Evaluate its features and pricing for your needs.
Marlin 2.0 Build and Install - ANET ET4-5 - Ender 3 V2
Comprehensive guide to building and installing Marlin 2.0 firmware on 3D printers, covering source code, tools, bootloaders, and calibration for improved printer performance and functionality.
Introducing PyTorch 1.0 - A Research-Focused, Production-Ready Deep Learning Framework
Explore PyTorch 1.0, a powerful deep learning framework that bridges research and production, accelerating AI development with innovative features and tools.
Binary Search Tree Tutorial - Traversal, Creation and More
Comprehensive tutorial on Binary Search Trees covering creation, traversal methods, and implementation in Python with visual examples and coding demonstrations.
Fast App Design and Prototyping with Sketch and Design Kit
Learn to design and prototype a modern app using Sketch and iOS Design Kit. Master essential Sketch techniques, create engaging UI elements, and bring your designs to life with interactive prototyping.
Certification Study Hour: CISSP Exam Preparation
Prepare for the CISSP exam with Mike, covering key topics like incident response, patch management, security operations, and threat modeling in this comprehensive study session.
Blender 2.9 Basics - UI Tutorial for Beginners
Comprehensive guide to Blender 2.9's user interface, covering essential tools and features for beginners. Learn about scenes, collections, X-ray mode, properties panel, basic transformations, and add-ons.
Using an Arduino with Python - Controlling an LED from Python
Learn to control an Arduino LED using Python, enabling user input for interactive hardware manipulation and exploring serial communication between devices.
Using an Arduino with Python - Passing Data from Python to Arduino
Learn to control Arduino using Python, enabling LED manipulation through desktop commands in this introductory tutorial on data transmission between platforms.