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

Solving Real-World Data Science Interview Questions with Python Pandas

Tackle real-world data science interview questions using Python Pandas. Progress from easy to hard coding problems, then explore non-coding questions to enhance high-level thinking skills.

• YouTube
• 1 hour 48 minutes
• Self-Paced
• Free Video

Solving Real World Data Science Problems With Python - Computer Vision Edition

Learn to build and improve convolutional neural networks for computer vision tasks using Python, TensorFlow, and Keras. Explore data augmentation, preprocessing, and network architecture optimization techniques.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

How to Generate an Analytics Report in Python

Learn to create professional analytics reports in Python using FPDF. Generate visually appealing PDFs with custom layouts, images, and data visualizations from libraries like Matplotlib and Plotly.

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

Introduction to Neural Networks in Python - Tensorflow-Keras

Learn neural network basics, architecture, hyperparameters, and implementation in Python using TensorFlow/Keras. Includes hands-on coding examples for various classification tasks, from simple to complex datasets.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Solving Real World Data Science Tasks With Python Pandas

Analyze real-world sales data using Python Pandas and Matplotlib. Learn data cleaning, exploration, and visualization techniques to answer key business questions and gain valuable insights.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Programming Rock, Paper, Scissors With No If Statements - Python

Explore alternative Python programming techniques by implementing rock-paper-scissors without if statements. Learn creative problem-solving and enhance your coding skills.

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

How to Program a Conversation with Alexa - Python & AWS Lambda - Part 2

Learn to develop Alexa skills using Python and AWS Lambda, covering intent slots, debugging, session attributes, and setting up on physical devices. Enhance your voice app development skills.

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

How to Program a Conversation with Alexa - Python & AWS Lambda

Learn to program Alexa using Python and AWS Lambda. Create custom welcome messages and build a simple compliment-giving application. Covers setup, code structure, and basic intent usage.

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

Lists and Tuples in Python - Beginner Python Tutorial

Comprehensive tutorial on Python lists and tuples, covering creation, manipulation, and key differences. Learn indexing, methods like append and pop, and when to use each data structure.

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

Functions in Python - Beginner Python

Learn to create and use Python functions through practical exercises, covering function definition, return statements, and problem-solving techniques for beginners.

• 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

Complete Python Pandas Data Science Tutorial - 2024 Updated Edition

Comprehensive tutorial on Python Pandas for data analysis, covering basics to advanced techniques. Learn to manipulate, filter, and aggregate data efficiently using the latest Pandas features and AI tools.

• YouTube
• 1 hour 34 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