Data Science Dojo Courses

Natural Language Processing in Mental Health

Explore how natural language processing can extract mental health indicators from everyday language, aiding neuropsychiatry while considering potential risks and ethical implications.

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

Crash Course on Transfer Learning

Explore transfer learning in deep learning models, including its concept, applications, benefits, and methods. Learn how models leverage prior knowledge for improved performance and efficiency.

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

DataOps for the Modern Computer Vision Stack

Explore DataOps for computer vision, addressing key challenges and principles. Learn about pipeline implementation, data management, and future trends in modern CV stacks.

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

Introduction to Power Virtual Agents

Learn to create powerful chatbots without coding using Power Virtual Agents. Master topics, entities, knowledge bases, and deployment across channels for enhanced customer relations.

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

Crash Course in Predictive Analytics

Learn to leverage predictive analytics for proactive decision-making in a volatile world. Explore techniques to transform data into actionable insights, optimize operations, and gain a competitive edge.

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

The Seven Ingredients in Every Great Chart

Discover the essential ingredients for creating impactful charts. Learn to craft clear, informative visualizations that effectively communicate data and avoid common pitfalls in representation.

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

Putting MLOps into Practice

Streamline your machine learning lifecycle with MLOps best practices, from project initiation to model deployment and monitoring. Learn practical implementation strategies and reference architectures.

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

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