Comprehensive Python Beautiful Soup Web Scraping Tutorial - Find-Find All, CSS Select, Scrape Table
Learn Python web scraping with Beautiful Soup, covering HTML basics, data extraction techniques, and practical exercises to build real-world skills in parsing and analyzing web content.
Professional Code Refactor - Cleaning Python Code and Rewriting It to Use Classes
Learn to refactor Python code professionally by abstracting similar parts into classes, improving code architecture, and extending functionality for more complex game levels.
Everything You Need to Know About Classes in Python - Object Oriented Programming Tutorial
Comprehensive tutorial on Python classes covering creation, methods, inheritance, and advanced concepts like operator overloading. Ideal for mastering object-oriented programming fundamentals.
Complete Python NumPy Tutorial - Creating Arrays, Indexing, Math, Statistics, Reshaping
Comprehensive tutorial on NumPy: array creation, indexing, mathematics, statistics, and reshaping. Covers basics to advanced topics, with practical examples and problem-solving exercises.
Python Plotting Tutorial with Matplotlib and Pandas - Line Graph, Histogram, Pie Chart, Box and Whiskers
Learn to create line graphs, histograms, pie charts, and box plots using Matplotlib and Pandas in Python. Visualize real-world data from CSV files, including global gas prices and FIFA player statistics.
How to Program a GUI Application with Python Tkinter
Learn to build a weather application GUI using Python's Tkinter library. Covers Tkinter basics, API integration, and creating executable files. Ideal for beginners looking to develop practical GUI skills.
How to Program a Game in Python
Learn to build a simple game in Python using Pygame. Create a screen, handle events, draw shapes, implement game mechanics, and add features like scoring and difficulty progression.
Python 101 for Beginners
Learn Python basics: installation, data types, variables, type conversion, data combination, lists, and for loops in this concise 37-minute video tutorial.
AlphaCode - With the Authors
Explore AlphaCode's development, capabilities, and future potential in competitive programming through an in-depth interview with its creators, covering technical aspects and real-world applications.
Pandas Tutorial for Beginners - Data Analysis for Machine Learning with Python
Learn essential Pandas operations for effective data analysis in Python, including handling missing values, manipulating columns, and basic plotting techniques.
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.
Voice Controlled React.JS Apps with Tensorflow.JS - Javascript AI
Learn to create voice-controlled React.JS apps using TensorFlow.JS, implementing AI-powered speech command recognition to manipulate on-screen elements with just your voice and microphone.
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.
How to Build a Chat App with React and Stream
Learn to build a robust chat application using React and Stream Chat API, covering server setup, authentication, and customizing features like channel lists and conversations.
Build and Deploy a Full Stack MERN Application With CRUD, Auth, and Charts Using Refine
Develop a full-stack MERN dashboard with CRUD, authentication, and advanced features. Learn Material UI, TypeScript, and optimize performance using refine framework.
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.
Learning Emacs Lisp
Dive into Emacs Lisp programming, covering types, functions, variables, buffers, file management, and custom minor modes for enhanced Emacs customization and automation.
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.