Scale Data Science Using Pandas API on Spark
Discover how to scale data science workflows using Pandas API on Spark, enabling efficient processing of large datasets while maintaining familiar pandas functionality and optimized performance.
Shiny - Creating Data-Centric Web Applications in Python
Discover how to build data dashboards and interactive visualizations using Shiny for Python - a framework that eliminates the need for HTML, CSS, and JavaScript while leveraging Transparent Reactive Programming concepts.
Python-based Web Applications for Modern Astronomy and Exoplanet Research
Discover how Python-powered web applications revolutionize exoplanet research, featuring Filtergraph's visualization tools and their impact on NASA missions and astronomical discoveries.
Beyond Conventional - Embracing Python and LLMs for Quality Assurance
Discover how to revolutionize quality assurance by combining Python with LLMs, implementing proactive monitoring, enhancing test coverage, and creating dynamic documentation for improved software testing.
Python in Hardware and Embedded Systems - A Deep Dive
Discover how Python revolutionizes embedded systems development, from MicroPython to robotics applications, exploring hardware interfaces, sensor integration, and real-world implementations in drones and wearables.
Processing and Storing Time Series Instrument Data with Pandas and PySpark
Master data processing techniques for handling large-scale time series instrument data using pandas and PySpark, focusing on efficient solutions for scientific and laboratory information management challenges.
Count People in Zone - Using YOLOv5, YOLOv8, and Detectron2 - Computer Vision
Learn to detect and count objects in polygon zones using YOLOv5, YOLOv8, and Detectron2. Explore real-world examples and leverage the Supervision library for advanced computer vision analytics.
Track & Count Objects Using YOLOv8, ByteTrack & Supervision
Build an application to track and count objects using YOLOv8 for detection, ByteTrack for tracking, and Supervision for counting. Learn to set up the environment, create custom pipelines, and train models on custom datasets.
Moving Faster: Optimizing Developer Experiences at Facebook
Explore Facebook's optimization of developer workflows and the potential of deep learning to enhance productivity, focusing on tools like React Native, Hack Server, and Nuclide IDE.
2D Sprite Affine Transformations - Rotation, Translation, Scaling, and Shearing
Learn to transform 2D sprites using matrices for rotation, translation, scaling, and shearing. Implement these techniques in a practical programming context.
Making a Witch from Clay - Stop Motion Style Character Design Polymer Clay Sculpture
Learn to sculpt and paint a spooky witch character using polymer clay and acrylic paints. Master techniques for creating detailed features, textures, and a haunting Halloween aesthetic.
Recognize Handwriting with Core ML - Days of Swift Tutorials
Implement handwriting recognition on iOS using Core ML, Vision Framework, and MNIST model. Learn to process touch drawings for real-time digit classification.
OpenCV Python Tutorial - Template Matching - Object Detection
Learn template matching for object detection in OpenCV using Python. Detect a soccer ball in an image, understand matching methods, and visualize results in this hands-on tutorial.
Using an Arduino with Python - Connecting and Using a Joystick with Arduino
Learn to connect and program a joystick with Arduino, including setup, coding, and troubleshooting. Gain hands-on experience with the Elegoo Super Starter Kit components.
Using an Arduino with Python - Measuring Temperature and Humidity With the DHT11
Learn to measure temperature and humidity using Arduino and Python with the DHT11 sensor. Includes wiring, coding, and data visualization techniques for practical IoT applications.
Using an Arduino with Python - Installing and Configuring Python and Visual Studio
Learn to install and configure Python and Visual Studio Code for Arduino programming, ensuring compatibility with the instructor's setup and the Elegoo Super Starter Kit.
3D Print Your Own CNC - MPCNC Lowrider2 Part 1
Learn to build a DIY CNC machine using 3D printed parts and common materials. This tutorial covers the first steps in constructing the MPCNC Lowrider2, a versatile and customizable CNC system.
I3 Comparison - Prusa I3 MK3 vs Cocoon Create Touch vs CTC I3 Pro B
Comprehensive comparison of three 3D printers: Prusa i3 MK3, Cocoon Create Touch, and CTC i3 Pro B. Evaluates buying experience, support, assembly, components, print quality, capabilities, safety, and modding potential.
Flex3drive G5 Open Source Remote Flex Drive Extruder Guide - Seckit SK-GO
Explore the Flex3drive G5 extruder for 3D printers, comparing its performance to factory setups and discussing potential improvements in print quality and flexibility.
Zesty Nimble V3 - An Ideal Hybrid or Just a Compromise?
Exploring the Zesty Nimble V3 extruder: its lightweight design, installation process, and performance in 3D printing. Compares it to direct drive and Bowden tube systems, discussing pros and cons.
Formbot TREX2+ 3D Printer Review - Dual Independent Extruders at gMax Build Sizes, Is It Worth It?
Comprehensive review of Formbot TREX2+ 3D printer, examining its dual independent extruders, large build size, features, and overall value for potential buyers.