Keith Galli Courses

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

1 rating

Comprehensive tutorial on NumPy: array creation, indexing, mathematics, statistics, and reshaping. Covers basics to advanced topics, with practical examples and problem-solving exercises.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Generating Analytics Reports in Python with Quarto - PDF Creation Tutorial

Generate analytic report PDFs in Python using Quarto. Create customized markdown with embedded code for PDF reports, slideshows, and HTML dashboards. Learn setup, code integration, and mass report generation.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Predicting Healthcare Insurance Costs with Python - Real-World Data Science Problem Solving

Predict healthcare insurance costs using Python and machine learning. Clean data, visualize with pandas, and apply scikit-learn for linear regression in this hands-on tutorial with real-world data analysis.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Creating Time Series Animations with Matplotlib - Line Graph Tutorial

Master the creation of animated line graphs for stock price visualization using Python and Matplotlib, featuring dynamic price labels and export options for MP4 and GIF formats.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

5 Essential Python Libraries for Development in 2025

Discover five essential Python libraries - tqdm, rich, pathlib, pydantic, and ruff - to enhance your development workflow with progress bars, formatting, and data validation capabilities.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Learning the Polars DataFrame Library - Introduction and Hands-on Exploration

Explore Polars DataFrame library through hands-on coding, performance comparisons with Pandas, and practical examples. Learn efficient strategies for mastering new data manipulation skills.

• YouTube
• 1 hour 50 minutes
• Self-Paced
• Free Video

Build Awesome Web Apps and Dashboards with Python - Full Shiny for Python Course

Learn to build, customize, and deploy interactive web apps and dashboards using Shiny for Python. Master reactivity, layouts, and integration with popular visualization libraries for professional-looking applications.

• YouTube
• 2 hours 53 minutes
• Self-Paced
• Free Video

Real-World Data Analysis and Visualization with Python - Olympics Dataset Analysis

Comprehensive Python tutorial for analyzing and visualizing Olympic data, covering data manipulation, exploratory analysis, and interactive dashboard creation using Pandas and Shiny.

• YouTube
• 2 hours 55 minutes
• Self-Paced
• Free Video

Learn to Program in Python

Master Python programming fundamentals through hands-on tutorials covering variables, functions, loops, classes, and game development with practical exercises.

• YouTube
• 10 hours 10 minutes
• Self-Paced
• Free Video

Algorithms - Recurrences

Master recurrence equations through Fibonacci, merge sort, and binary search examples using recursion-tree and master methods for algorithm analysis.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

College Level Algorithms Explained Simply

Master college-level algorithms through simple explanations of sorting, asymptotic notation, recurrence relations, and dynamic programming with practical examples.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Comprehensive Analytics Reporting Tutorial with Python and Quarto

Master Quarto for creating professional reports, slideshows, websites, and dashboards with Python. Learn markdown basics, styling, parameterized reporting, and real-world applications for effective data communication.

• YouTube
• 5 hours 3 minutes
• Self-Paced
• Free Video

Solving 50 Python NumPy Problems - From Easy to Difficult

Master NumPy fundamentals through 50 hands-on coding exercises, progressing from basic array operations to advanced matrix manipulations, data types, and mathematical computations.

• YouTube
• 3 hours 45 minutes
• Self-Paced
• Free Video

Creating Animated Bar Chart Races with Python and Matplotlib

Master the creation of dynamic bar chart race animations in Python using matplotlib, from data processing to styling, with hands-on guidance for building engaging population trend visualizations.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Complete Regular Expressions Tutorial - With Exercises for Practice

Comprehensive tutorial on regular expressions, covering syntax, character sets, quantifiers, metacharacters, and advanced concepts with practical exercises for hands-on learning.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video