Data Science Dojo Courses

Power BI Crash Course for Beginners

Learn to import, analyze, and visualize data using Power BI Desktop. Master data cleaning, DAX, Power Query, and create insightful visualizations for effective business intelligence.

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

Introduction to Hierarchical Clustering with College Scorecard Data

Learn hierarchical clustering using College Scorecard data to group similar schools. Explore clustering methods, data preparation, and practical application for student decision-making in higher education.

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

Effective Data Storytelling as a Data Scientist in Industry

Learn effective data storytelling techniques for industry presentations. Avoid common mistakes, improve communication of ML models, and craft compelling data stories to enhance stakeholder relationships.

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

Data Mining Crash Course

Comprehensive overview of data mining essentials, covering data types, quality, preprocessing, similarity analysis, and visualization techniques for effective data-driven decision making.

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

Crash Course on Designing a Dashboard in Tableau

Learn to design effective Tableau dashboards with line charts, bar charts, and maps. Master data visualization techniques to present insights clearly and create impactful business intelligence tools.

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

Introduction to Convolutional Neural Networks with TensorFlow

Learn to build and implement convolutional neural networks for image classification using TensorFlow. Gain hands-on experience in deep learning techniques for computer vision tasks.

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

Designing Your Organization for AI and Analytics Success

Discover key organizational foundations for AI and analytics success: organizational design, data strategy, and technology implementation. Learn proven methods to boost project success rates.

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

How to Detect Silent Failures in ML Models

Learn techniques to detect and address silent failures in machine learning models, including data drift detection, performance estimation, and monitoring strategies, without relying on ground truth data.

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

Winning the Room - Creating and Delivering an Effective Data-Driven Presentation

Learn strategies for creating compelling data-driven presentations that engage non-technical audiences. Master techniques to clarify, simplify, and refine your message while maintaining accuracy and maximizing impact.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Trend Analysis Using Unstructured Data from WallStreetBets

Explore trend analysis using WallStreetBets data from Reddit. Learn data acquisition, parsing, and unsupervised methods for topic modeling, timelines, and prediction in this insightful webinar.

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

BentoML - Create an ML Powered Prediction Service in Minutes

Learn to containerize and share machine learning models using BentoML, enabling easy deployment and collaboration with team members through intuitive API endpoints.

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

Six Business Skills Critical for Data Scientists

Discover essential business skills for data scientists: company understanding, colleague collaboration, insight communication, stakeholder management, result delivery, and career growth. Enhance your professional impact.

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

R and Python - The Best of Both Worlds

Explore the synergy between R and Python for data science, comparing their features, workflows, and data types. Learn to combine both languages for optimal results in various data science tasks.

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

Between the Spreadsheets - Classifying and Fixing Dirty Data for Data Science

Learn to identify, clean, and manage dirty data for accurate insights and decision-making. Discover real-life examples, quick Excel fixes, and best practices to elevate your data analysis skills.

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

Text Analytics Crash Course with R

Learn text analytics fundamentals, data processing, machine learning models, and visualization techniques using R. Master handling big data and optimizing models for valuable insights from unstructured text.

• YouTube
• 6 hours 9 minutes
• Self-Paced
• Free Video