Predicting Diabetes with Logistic Regression in TensorFlow.js - Deep Learning for JavaScript Hackers
Learn to build and train logistic regression models in TensorFlow.js for diabetes prediction. Covers data visualization, dataset creation, model evaluation, and advanced techniques.
Data Visualization Tutorial for Beginners with Matplotlib in Python - Exploratory Data Analysis
Explore fundamental data visualization techniques using Matplotlib and Seaborn in Python. Learn to create histograms, box plots, violin plots, bar charts, line charts, scatter plots, and more for effective exploratory data analysis.
Elm Basics
Learn Elm fundamentals: installation, tools, REPL, program structure, data handling, and building a working application. Gain practical skills for functional programming in Elm.
Create Your Own Scalable Dropbox Clone With Object Storage
Learn to build a scalable Dropbox-like website using Node.js and Linode's Object Storage. Step-by-step guide covers server setup, file operations, UI creation, and styling for a powerful, affordable file storage solution.
Scheme
Learn the fundamentals of Scheme, covering pairs, lists, closures, recursion, quotation, lambda, and macros in this comprehensive programming introduction.
Structure and Interpretation of Computer Programs
Comprehensive exploration of computer programming concepts, covering data structures, abstraction, recursion, interpreters, and more. Ideal for deepening understanding of programming fundamentals.
Fall 2017
Explore AI, ML, NLP, and Lisp through comprehensive lectures covering semantic spaces, classification, language models, and parsing techniques for advanced computational linguistics.
Common Lisp
Learn Common Lisp through hands-on tutorials, covering setup, basic projects, advanced concepts like macros and functional programming, and culminating in a Turing Machine project.
Responsive Web Design Tutorial
Create a responsive web design using CSS grid and media queries, covering HTML5 and CSS from scratch without frameworks. Learn wireframing, layout techniques, and mobile optimization.
The CSS Units You Should Use - Em, Rem, %, Vh, Vw, and More
Comprehensive guide to essential CSS units, exploring em, rem, %, vh, vw, and more. Learn when and how to use each for responsive and flexible web design.
Responsive Design & Media Queries - Colt's Code Camp
Learn responsive design and media queries to create websites that adapt to different screen sizes, enhancing user experience across devices.
Top CSS Selectors You Should Know - Colt's Code Camp
Learn essential CSS selectors, combinators, pseudo-classes, and pseudo-elements to enhance your web development skills and create more dynamic and interactive web pages.
Resilient CSS - 7-Part Series
Discover techniques for writing cross-browser compatible CSS, utilizing new features while maintaining support for older software. Learn error handling, overrides, and feature queries for resilient stylesheets.
Programming Terms
Explore essential programming concepts like closures, first-class functions, and memoization. Gain a deeper understanding of key terminology to enhance your coding skills and software development knowledge.
Linux-Mac Tutorials
Master Unix-based systems with in-depth terminal tutorials covering navigation, commands, automation, and essential skills for Linux and Mac users. Enhance productivity through customization, shortcuts, and time-saving techniques.
Advanced Python - English
Comprehensive video series on advanced Python, covering object-oriented programming concepts, multithreading, and file operations through practical examples and clear explanations.
Python for Beginners - English
Learn Python fundamentals including data types, loops, functions, OOP, file handling, and advanced concepts like inheritance, decorators, and polymorphism in this comprehensive beginner's guide.
Scratch Programming and Pico Board Online Class
Learn Scratch programming and game development using the SparkFun Pico Board. Explore loops, motion, touch sensors, sliders, and code editing in this comprehensive tutorial.
RuDalle - The Russian Version of DALL-E
Explore ruDALL-E, a powerful Russian text-to-image model. Learn installation, usage, and techniques for generating impressive AI art from text prompts.
PySpark Best Practices
Learn best practices for PySpark, including dependency management, code structuring, testing, and performance optimization. Gain insights on writing efficient and scalable Python applications using Spark's distributed computing model.
Introduction to Python for Data Science
Learn Python for data science: cleanse data, perform exploratory analysis, and build predictive models using pandas and scikit-learn. Ideal for beginners with basic Python knowledge.