Fake It Till You Make It - An Introduction to Synthetic Data
Explore synthetic data generation for GDPR compliance, addressing privacy concerns while maintaining data usability. Learn practical techniques using Python for testing, debugging, and analytics.
Serverless Machine Learning Systems with Hopsworks and Github Actions
Learn to build an operational prediction service using Python and free serverless tools. Explore feature pipelines, batch predictions, and MLOps best practices with a real-world surfing wave height prediction example.
Forget Mono vs. Multi-Repo - Building Centralized Git Workflows for All Apps
Discover a unified Git workflow solution for any repo architecture, implemented in Python, to streamline CI/CD processes and significantly boost development velocity.
Optimizing the Performance of Machine Learning in Enterprise Java SaaS with GraalVM, Python and CUDA
Enhance Java SaaS with GraalVM: integrate Python ML libraries, leverage GPU acceleration for model training, and implement recommender systems in enterprise applications.
Building the Matrix
Explore building an immersive escape room experience using Raspberry Pi, Arduino, sensors, and actuators. Learn hardware development basics and IoT project implementation.
Faceswap - Developing a Platform for Practical Deepfakes
Explore AI-powered Deepfakes: technology, applications, ethics, and future. Learn about face detection, alignment, recognition, and image reconstruction using Python, Keras, and TensorFlow.
Let's Talk About Transpilers
Explore the challenges of legacy software migration and learn how transpilers can automate code translation to modern languages, with practical architecture insights and open-source component recommendations.
Building ML Workflows with Java, Python & Apache Beam
Learn to create multi-language ML pipelines using Apache Beam, combining Java for data processing and Python for ML modeling in batch and streaming workflows.
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.
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.
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.
Using an Arduino with Python - Live Thermometer 3D Visual Using DHT11
Learn to create a live 3D thermometer visualization using Arduino, DHT11 sensor, and Python. Combine hardware interfacing with data visualization for real-time temperature and humidity monitoring.
AI for Everyone - Control of Real World Objects with Gesture Recognition in Mediapipe
Learn to control real-world objects using gesture recognition with Mediapipe and Arduino. Develop a Python program to recognize hand gestures and control LEDs on an Arduino breadboard.
Using an Arduino with Python - Analog Voltage Meter in VPython
Learn to create an analog voltage meter using Arduino and Python, combining hardware interfacing with 3D visualization in vPython for real-time voltage measurement and display.
AI for Everyone - Accurate Gesture Recognition Using Python and MediaPipe
Learn accurate hand gesture recognition using Python and MediaPipe. Develop algorithms to detect and train on hand landmarks, enabling precise gesture identification in real-time applications.
Using an Arduino with Python - Visual Display of Measured Voltage in Visual Python
Create a voltage divider with Arduino and Python, visualize real-time voltage measurements in 3D using Visual Python, and learn data processing techniques for accurate voltage representation.