Data Science Dojo Courses

Cloud Computing with Microsoft Azure - What is Cloud Computing - Azure Fundamentals for Beginners

Explore cloud computing fundamentals and Microsoft Azure's ecosystem. Learn core concepts, services, and practical applications to kickstart your journey in cloud technology.

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

Leveraging Data Assets in Your Company and Monetizing Them Ethically - Monetization of Data Assets

Learn ethical data monetization strategies to unlock value, maximize revenue, and ensure customer satisfaction while navigating legal considerations and leveraging appropriate technologies.

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

Approaches to Fraud Detection - Autoencoder and Isolation Forest - Fraud Detection Using ML

Learn fraud detection techniques using KNIME, including random forest, autoencoder, and isolation forest. Explore methods for both labeled and unlabeled data, with practical demonstrations and insights on implementation.

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

What Data Scientists Need to Know about Master Data Management - Future of MDM

Explore Master Data Management's role in data science, its implementation styles, unique features, and future trends. Learn how MDM enhances data accuracy and drives improved business outcomes.

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

Creating a VM Offer on Azure Using Azure CLI and Packer - Azure Virtual Machine Tutorial

Learn to create and deploy custom VM offers on Azure Marketplace using Azure CLI and Packer. Gain hands-on experience with essential tools and best practices for publishing Azure offers.

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

Working with Virtual Machines and Marketplace Offers - Azure Marketplace

Learn to use Azure virtual machines, explore the Marketplace, deploy applications, and discover useful tools in this hands-on webinar on working with VMs and Marketplace offers.

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

Introduction to Graph Analytics - Overview of GraphDB

Explore graph analytics fundamentals, use cases, and applications in fraud detection. Learn how graph technology enhances ML approaches and its growing importance in complex data analysis.

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

Building and Deploying a Model Using AutoML in Azure ML - Azure Tutorial for Beginners

Learn to streamline machine learning model development with Azure AutoML. Explore algorithm selection, hyperparameter tuning, and evaluation metrics for efficient model creation and deployment.

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

MySQL Up and Running - MySQL Tutorial for Beginners - Learn SQL

Learn to set up and use MySQL for data science, covering RDBMS basics, deployment, interfacing, and practical dataset examples. Gain essential SQL skills for working with structured data in real-world scenarios.

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

Understanding and Visualizing ResNets That Forever Revolutionized Deep Learning - What Is ResNet

Explore the revolutionary ResNet architecture, its impact on deep learning, and hands-on image classification. Learn about CNN limitations and how ResNet's skip connections transformed the field.

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

Telling Your Data Story With the 3Vs - Vocabulary, Voice, and Vision - Storytelling with Data

Learn effective data storytelling techniques using the 3Vs: Vocabulary, Voice, and Vision. Improve your ability to create compelling narratives for data management programs and gain support from stakeholders.

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

Data Wrangling Using SQL - Data Cleaning in SQL

Learn essential SQL data wrangling techniques for querying, joining, appending, filtering, and creating new fields in datasets. Gain practical skills to efficiently prepare and transform data for analysis.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

The Power of Effective Data Storytelling - Basics for Data Analysis

Learn effective data storytelling techniques to enhance data analysis impact. Discover how to use visualizations, narratives, and creative approaches to make insights more relatable and actionable for businesses.

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

Effective Data Storytelling - What Does Your Data Tell You - Storytelling with Data

Learn effective data storytelling techniques to transform raw information into compelling narratives. Discover how to analyze, visualize, and communicate insights for evidence-informed decision-making in organizations.

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

Hands-on Introduction to Interpreting Machine Learning Models

Explore methods for interpreting machine learning models, including feature importance and local explanations, to increase trust in AI products and bridge gaps in problem understanding.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video