Shaw Talebi Courses

4 Ways to Measure Fat Tails with Python - Example Code and Analysis

Explore four methods to quantify fat tails using Python, including power law tail index, kurtosis, log-normal's σ, and Taleb's κ. Apply these techniques to real-world social media data analysis.

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

Detecting Power Laws in Real-world Data with Python Code

Learn to detect power laws in real-world data using Python, covering log-log and maximum likelihood approaches with practical examples using artificial and social media datasets.

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

Pareto, Power Laws, and Fat Tails: A Beginner's Guide to Non-Gaussian Statistics

Explore power laws, fat tails, and their impact on statistical analysis. Learn why traditional methods fall short and gain insights into analyzing extreme events in various domains.

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

How to Build an LLM from Scratch - An Overview

Explore the key steps in building a foundation LLM, from data curation to evaluation, with insights on architecture, training at scale, and design choices for large language models.

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

Fine-tuning Large Language Models (LLMs) with Example Code

Learn to fine-tune large language models with practical Python examples. Explore techniques like LoRA for efficient parameter tuning and implement a text classification model using distilBERT.

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

Prompt Engineering: 7 Tricks to Solve Problems with AI - Part 4

Master prompt engineering techniques to enhance AI problem-solving. Learn 7 key tricks and explore practical applications using LangChain for building AI-powered solutions.

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

The OpenAI Python API - Introduction and Example Code

Explore OpenAI's Python API with hands-on examples, from basic usage to creating a lyric completion assistant. Learn key concepts, features, and practical implementation.

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

The #1 Skill That Holds Most Data Scientists Back - Effective Communication

Discover 7 essential communication tips for data scientists to effectively convey insights. Learn to use stories, examples, and analogies to enhance your presentations and career prospects.

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

What Nature Can Teach Us About Business: 7 Principles for Entrepreneurs

Discover 7 key principles from nature to enhance entrepreneurship and business strategies, drawing insights from biomimicry and systems thinking for innovative problem-solving.

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

How to Manage Data Science Projects - A 5-Step Framework

Discover a 5-step framework for managing data science projects, including a case study on a YouTube video search tool. Learn the project manager's crucial role in implementation.

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

4 Skills Needed to Be a Full-Stack Data Scientist

Discover the four essential skills for full-stack data science, exploring project management, data engineering, data science, and machine learning engineering roles in this comprehensive overview.

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

How to Learn Data Science: A Strategic Approach for Beginners

Discover a strategic approach to mastering data science through content consumption, mentorship, hands-on projects, and teaching. Gain practical tips for an effective learning journey.

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

A Practical Introduction to Large Language Models (LLMs) - Part 1

Explore large language models (LLMs), their functionality, and three practical levels of implementation in this introductory video series.

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

Insights from Top Data Scientists on Upwork - Freelancing in Data Science

Gain insights from top data science freelancers on Upwork, exploring their journeys, strategies, and future predictions in the field of data entrepreneurship.

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

How to Create a Custom and Professional Email Signature in Gmail - 2024 Guide

Create a professional Gmail signature with custom layouts, headshots, clickable links, and social media icons to enhance your online presence.

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