Keith Galli Courses

Full Data Science Mock Interview Featuring Kylie Ying

Comprehensive mock data science interview covering bot detection on social media, featuring behavioral questions, feature selection, model implementation, dataset creation, and technical details.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

Create a Smart Program to Download and Transcribe Top Podcasts

Create a Python program to scrape, download, and transcribe podcast episodes using web scraping, NLP, and speech-to-text API, enhancing your portfolio with practical data processing skills.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Complete Natural Language Processing Tutorial in Python

Comprehensive Python tutorial covering NLP fundamentals, techniques, and state-of-the-art models. Includes practical examples using popular libraries and hands-on implementation of advanced concepts.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Video

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

Explore real-world data analysis using Python Pandas to analyze a Lego dataset, covering CSV file reading, DataFrame filtering, and data aggregation techniques.

• YouTube
• 44 minutes
• On-Demand
• Free Video

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

Comprehensive guide to solving eight LeetCode coding problems in Python, covering various algorithms and data structures. Ideal for interview preparation and improving problem-solving skills.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Video

How to Schedule and Automatically Run Python Code

Learn to automate Python scripts locally and in the cloud using cronjobs, Windows Task Scheduler, AWS Lambda, and Cloudwatch. Includes practical examples for scheduling email sending and generating analytics reports.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

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

Learn web scraping with Python to create a Disney movie dataset, covering BeautifulSoup, data cleaning, APIs, and various Python libraries for real-world data science tasks.

• YouTube
• 3 hours 24 minutes
• On-Demand
• Free Video

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.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

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

Learn to build and train a CNN for image classification using TensorFlow and Keras. Covers data preparation, model improvement, hyperparameter tuning, and practical applications in Python.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

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.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

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.

• YouTube
• 34 minutes
• On-Demand
• Free Video

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

Learn to generate realistic mock sales data using Python libraries like NumPy, Pandas, and Datetime. Create datasets with varied product purchases, timestamps, and addresses for data science practice.

• YouTube
• 1 hour
• On-Demand
• Free Video

Real-World Python Machine Learning Tutorial With Scikit Learn

Comprehensive Python machine learning tutorial covering sentiment analysis using scikit-learn, from data preparation to model evaluation and optimization, with practical examples using Amazon reviews.

• YouTube
• 1 hour 41 minutes
• On-Demand
• Free Video

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.

• YouTube
• 59 minutes
• On-Demand
• Free Video

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.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video