Data Science Dojo Courses

Building a Business Case for Your Machine Learning Idea

Learn a 10-step checklist to build a business model for your machine learning idea, covering customer identification, problem definition, data sources, ethical considerations, pricing, and revenue generation.

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

Intro to Web Scraping with Python and Beautiful Soup

Learn to extract data from websites using Python and Beautiful Soup. This tutorial covers setup, web page retrieval, HTML parsing, and creating CSV files with scraped information.

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

Building Enterprise-Grade Q&A Chatbots with Azure OpenAI's Advanced Capabilities

Explore Azure OpenAI's advanced capabilities for building enterprise-grade Q&A chatbots. Learn fine-tuning techniques to enhance natural language processing and improve customer support at scale.

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

Building and Maintaining High-Performance AI

Learn strategies for developing and maintaining high-performance AI models, including testing methods, drift detection, and systematic debugging. Gain insights on model monitoring and iteration for optimal performance.

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

Emerging Architectures for Large Language Model Applications - Building a Custom LLM Application

Explore emerging architectures for LLM applications, covering embeddings, vector databases, prompt engineering, and customization techniques to build powerful AI-driven solutions.

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

From SQL to REST - Demystifying REST API

Explore the connection between REST APIs and SQL queries, learning to transform raw data into structured information for analysis and decision-making in this comprehensive tutorial.

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

ChatGPT Unleashed - Best Practices for NLP Applications

Explore ChatGPT's capabilities, best practices for NLP applications, and hands-on demos. Learn about language models, their history, and practical use cases in this comprehensive webinar.

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

Supercharge Your LLM Applications with RAG

Explore Retrieval-Augmented Generation (RAG) for LLM applications, covering design patterns, knowledge embedding, vector databases, and practical insights for technical architects and business leaders.

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

Unveiling AI Observability - Fireside Chat with Experts - Large Language Models

Explore AI observability for large language models, covering LLMops, validation, prompts, response stability, and user interaction. Gain insights for leveraging LLMs safely and effectively.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Large Language Models Simplified

Explore LLM concepts, prompt engineering, and augmented LLMs to build AI applications. Gain hands-on experience and expert insights into the cutting-edge world of Language Models.

• YouTube
• 1 hour
• 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