Data Science Dojo Courses

Python Crash Course for Excel Users - Data Analysis with Python for Excel Users

Introduction to Python for Excel users, covering key concepts, tools, and applications for data analysis. Learn to leverage your Excel skills in Python for enhanced analytics and visualization.

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

SQL Crash Course for Beginners

Comprehensive introduction to SQL for beginners, covering database basics, RDBMS types, data models, query writing, and integration with other tools. Ideal for aspiring data professionals.

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

Testing and Online Experimentation - A-B Testing

Explore online experimentation and A/B testing strategies used by industry leaders. Learn to implement effective tests, understand experimentation levels, and leverage data for product improvement and growth acceleration.

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

Getting High-Quality Data for Your Computer Vision Models - Building Computer Vision Models

Explore the importance of high-quality data in computer vision, focusing on data collection, annotation, and bias mitigation. Learn strategies for building representative datasets for AI models.

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

Causal Behavioral Modeling Framework - Discrete Choice Modeling of Consumer Demand

Explore causal behavioral modeling and discrete choice models for consumer demand. Learn about heterogeneity, market simulation, and applications in marketing science, with insights on neural network representations.

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

Automating Supervised Machine Learning Pipeline Development

Explore methodologies for automating supervised machine learning pipelines, covering data cleaning, feature engineering, and model development. Gain insights from experienced data scientists on best practices and techniques.

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

Search Query Expansion Using Natural Language Processing and Machine Learning

Explore advanced NLP techniques for enterprise search query expansion, leveraging unsupervised machine learning to analyze term relationships and improve complex technical content discovery.

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

Introduction to Deep Learning with PyTorch

Learn to implement deep learning models efficiently using PyTorch Lightning, reducing boilerplate code and enabling advanced features like multi-GPU training and model sharding.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

How to Forecast Sales Using Prophet and Python

Learn to build accurate sales forecasts using Prophet and Python in just 15 lines of code. Discover how to leverage this powerful tool for various time series predictions, from market trends to weather forecasting.

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

Data Analysis Challenges in Cybersecurity

Explore cybersecurity data analysis challenges, tools, and solutions. Learn about security roles, threat detection, cloud security, and automated response systems to protect organizations from cyber threats.

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

Data Analysis Challenges in Cybersecurity

Explore data analysis challenges in cybersecurity, including event monitoring, threat detection, and intelligence gathering. Learn tools and solutions for effective cyber threat protection.

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

Building Trustworthy AI Solutions

Explore techniques for building trustworthy AI solutions, focusing on integrity, intent, capabilities, and results. Learn to establish user trust through clear communication and ethical practices in AI development.

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

Coding Up a Linear Regression Algorithm From Scratch - Build Linear Regression From Python

Advanced Python tutorial on implementing Linear Regression from scratch, covering object-oriented programming, vectorized operations, and efficient coding strategies. Bridges theory and practice for experienced data scientists.

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

First Principles in Building a Real-Time AI Platform

Explore first principles in building real-time AI platforms, covering feature stores, model management, and industry examples. Learn how Redis Labs empowers developers to create scalable solutions.

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

Miles to Go Before I Sleep - Gamification, Health Wearables, and Activity

Exploring the impact of gamification and leaderboards on physical activity using Fitbit data. Reveals surprising benefits for sedentary users and potential drawbacks for highly active individuals.

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