Keith Galli Courses

Full Data Science Mock Interview Featuring Kylie Ying

Experience a full-length data science interview simulation with Keith Galli, focusing on developing a model to identify bots on social media. Learn about feature vectorization, dataset building, and more in 1-2 hours.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Online Course

Create a Smart Program to Download and Transcribe Top Podcasts

Learn to create a Python program to scrape, download, and transcribe podcasts using BeautifulSoup, requests, and AssemblyAI's API in this 1-2 hour project by Keith Galli.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Online Course

Complete Natural Language Processing Tutorial in Python

Keith Galli's 1-2 hour tutorial on Natural Language Processing in Python covers topics from bag-of-words to state-of-the-art models like BERT, using libraries such as sklearn and spaCy.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Online Course

Solving Real-World Data Analysis Problems With Python Pandas - Lego Dataset Analysis

Keith Galli's short, interactive Python Pandas tutorial uses a Lego dataset to teach data analysis skills like reading CSV files, filtering data, and grouping/aggregating data.

• YouTube
• 44 minutes
• On-Demand
• Free Online Course

Solving Coding Interview Questions in Python on LeetCode - Easy and Medium Problems

Improve your Python coding skills with Keith Galli's 1-2 hour material, tackling 8 algorithm problems from LeetCode, covering data structures, sorting, and more.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Online Course

How to Schedule and Automatically Run Python Code

Learn to schedule and automatically run Python code using cronjobs, Windows task scheduler, AWS Lambda & Cloudwatch with Keith Galli. Generate and send daily analytics reports via email.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Online Course

Solving Real World Data Science Tasks With Python Beautiful Soup - Movie Dataset Creation

Learn to scrape Wikipedia, clean data, test code, and work with APIs in Python with Keith Galli's 3-4 hour hands-on tutorial.

• YouTube
• 3 hours 24 minutes
• On-Demand
• Free Online Course

Comprehensive Python Beautiful Soup Web Scraping Tutorial - Find-Find All, CSS Select, Scrape Table

Learn Python web scraping with Keith Galli's tutorial, using Beautiful Soup library. Includes HTML/CSS introduction, scraping exercises, and data loading into Pandas dataframe.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Online Course

Real-World Python Neural Nets Tutorial - Image Classification with CNN - Tensorflow & Keras

Learn to train a convolutional neural net for image classification using Tensorflow & Keras with Keith Galli. A 1-2 hour tutorial with hands-on exercises.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Professional Code Refactor - Cleaning Python Code and Rewriting It to Use Classes

Learn to refactor Python code to a professional standard with Keith Galli. Understand class abstraction, code extension, and architecture for complex game levels in 1-2 hours.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Online Course

Everything You Need to Know About Classes in Python - Object Oriented Programming Tutorial

Master Python classes and object-oriented programming in under an hour with Keith Galli. Learn class definition, methods, inheritance, subclassing, and operator overloading.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course

Generating Mock Data with Python - NumPy, Pandas, and Datetime Libraries

Learn to generate a sales dataset using Python, NumPy, Pandas, and Datetime libraries with Keith Galli. Enhance your skills in just 1-2 hours.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

Real-World Python Machine Learning Tutorial With Scikit Learn

Learn Python Pandas data science and real-world machine learning with Keith Galli. Master sci-kit learn library, text classification, and model improvement in 1-2 hours.

• YouTube
• 1 hour 41 minutes
• On-Demand
• Free Online Course

Complete Python NumPy Tutorial - Creating Arrays, Indexing, Math, Statistics, Reshaping

Keith Galli's Python NumPy tutorial offers a comprehensive guide to creating arrays, indexing, math, statistics, and reshaping in under an hour.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

Python Plotting Tutorial with Matplotlib and Pandas - Line Graph, Histogram, Pie Chart, Box and Whiskers

Learn Python Pandas and Matplotlib with Keith Galli through real-world examples, including line graphs, histograms, pie charts, and box plots. Duration: 1-2 hours.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course