sentdex Courses

Building an LLM Fine-Tuning Dataset - From Reddit Comments to QLoRA Training

Learn to build a QLoRA fine-tuning dataset for language models using Reddit data. Covers data acquisition, processing, structuring, and training sample creation, culminating in QLoRA training and results analysis.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

JavaScript Programming Basics

Master fundamental JavaScript concepts including functions, conditionals, loops, and object-oriented programming through hands-on canvas examples in under 90 minutes.

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

Intermediate Python Programming

Master advanced Python concepts including OOP, multiprocessing, decorators, asyncio, and error handling through hands-on examples and practical applications.

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

Creating a Chatbot with Deep Learning, Python, and TensorFlow

Master chatbot development using deep learning techniques with Python and TensorFlow through hands-on database creation, model training, and interactive implementation.

• YouTube
• 2 hours 16 minutes
• Self-Paced
• Free Video

Go Language Programming Practical Basics Tutorial

Master Go programming fundamentals through hands-on projects including web development, concurrency with goroutines, XML parsing, and building practical applications.

• YouTube
• 3 hours 41 minutes
• Self-Paced
• Free Video

Raspberry Pi and Python Tutorials

Master Raspberry Pi programming with Python through hands-on projects including camera control, GPIO basics, LED lights, distance sensors, and practical garage automation systems.

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

Google Cloud Python Tutorials - API Development with Vision, Natural Language, and Translation

Explore Google Cloud APIs through hands-on Python tutorials covering virtual machines, Vision, Natural Language, and Translation services in practical examples.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Python for Finance with Zipline and Quantopian

Master Python-based algorithmic trading using Zipline and Quantopian platforms to build, backtest, and deploy automated strategies with machine learning integration.

• YouTube
• 4 hours 17 minutes
• Self-Paced
• Free Video

Practical Flask Web Development Tutorials

Master Flask web development through hands-on tutorials covering templates, databases, user systems, authentication, content management, and deployment with real-world examples.

• YouTube
• 8 hours 43 minutes
• Self-Paced
• Free Video

Django Web Development with Python

Master Django fundamentals through hands-on web development, covering templating, databases, admin features, and deployment with SSL configuration.

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

SQLite3 - Simple Databases with Python

Master SQLite3 database creation, management, and data manipulation using Python's built-in library through hands-on examples and practical applications.

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

Python 3 Basics Tutorial Series

Master Python 3 fundamentals through comprehensive tutorials covering syntax, data structures, modules, GUI development, web scraping, databases, and networking concepts.

• YouTube
• 8 hours 50 minutes
• Self-Paced
• Free Video

Data Analysis with Python and Pandas

Master data manipulation, analysis, and visualization using Python's powerful Pandas library through hands-on projects covering dataframes, merging, statistical analysis, and machine learning integration.

• YouTube
• 3 hours 43 minutes
• Self-Paced
• Free Video

Matplotlib Tutorial Series - Graphing in Python

Master data visualization with Python's Matplotlib library through hands-on tutorials covering line graphs, bar charts, pie charts, 3D plotting, live graphs, and advanced customizations.

• YouTube
• 4 hours 41 minutes
• Self-Paced
• Free Video

PyQt Python GUI Application Development with Python

Master PyQt fundamentals to build interactive desktop applications with buttons, menus, widgets, file handling, and Qt Designer in under 2 hours.

• YouTube
• 1 hour 53 minutes
• Self-Paced
• Free Video