Data Science Dojo Courses

JavaScript for Cancer Prevention Through Early Detection

Explore how JavaScript, TensorFlow.js, and React Native can enhance melanoma detection accuracy, aiding early skin cancer diagnosis and potentially saving lives through innovative technology.

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

Introduction to C# Language Integrated Query - LINQ

Explore LINQ in C#: SQL-like syntax for data manipulation. Learn basic queries, filters, joins, grouping, and standard operators to enhance your coding efficiency and data handling skills.

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

Building a Personalised Attrition Recommendation System

Comprehensive guide to building an attrition recommendation system, covering data analysis, predictive modeling, and strategy development to prevent employee churn and improve workforce retention.

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

Crash Course on Naive Bayes Classification

Comprehensive introduction to Naive Bayes classification, covering theory and practical applications through R coding examples, from probability basics to real-world predictive models.

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

High-Performing Data Scientist: Leveraging the Non-Technical Skills

Discover five key strategies for data scientists to excel beyond technical skills, focusing on business translation, relationship building, and controlling the data narrative to advance their careers.

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

Building Responsible AI - Best Practices Across the Product Development Lifecycle

Learn best practices for integrating responsible AI principles throughout the product development lifecycle, focusing on fairness assessment and practical implementation strategies.

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

The Behavioral Edge - Level Up Your Data Skills with Behavioral Science

Enhance data engineering with behavioral science insights. Learn to create tailored variables, understand behavior drivers, and apply causal analytics for more accurate predictions and effective actions.

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

Job Hunting for Data Analysts

Demystify the hiring process, improve your resume and cover letter, and maintain energy during job hunting. Learn strategies to stand out as a data analyst candidate.

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

Crash Course in Modern Data Warehousing Using Snowflake Platform

Learn Snowflake's modern data warehousing: architecture, interface, and caching. Hands-on demos provide practical experience with this next-gen platform, addressing traditional challenges and showcasing its unique features.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

MLOps Crash Course for Beginners

Learn to create and deploy reproducible MLOps pipelines, covering key concepts like continuous training, drift detection, and model deployment for real-world data science value beyond Jupyter notebooks.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Finding the Tallest Tree - Comparing Tree-Based Models

Explore various tree-based models in R, comparing decision trees, random forests, and boosted trees. Learn about different packages, their implementation, and evaluate models based on user-friendliness, accuracy, and speed.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Ace the Data Science Interview with Nick Singh

Learn strategies to excel in data science interviews, from landing interviews to acing technical questions and case studies. Gain insights on portfolio building, cold-emailing, and mastering various interview components.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Redis Crash Course for Artificial Intelligence and Machine Learning

Explore Redis for AI/ML: Learn key-value stores, real-time deployment, feature stores, and vector databases. Gain practical skills for efficient data management in machine learning applications.

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

Web Scraping with Python and BeautifulSoup

Learn to extract web data using Python and BeautifulSoup, from basic scraping techniques to automating scripts with Azure Functions. Gain practical skills for navigating HTML, finding patterns, and building robust scrapers.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Getting Started with Python and R for Data Science

Learn to set up Python and R for data science, create a simple linear regression model, and push code to GitHub. Suitable for Windows, Mac, and Linux users.

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