The Challenge of Obesity and a Systems Approach to Solutions
Explore the complex obesity epidemic, its global impact, and innovative systems approaches for prevention and policy solutions. Learn about multifaceted factors and cutting-edge research in this field.
Introduction to Database Systems
This course introduces the students to the various theoretical and practical principles involved in the design and use of databases systems with the help of database management systems (DBMS) and the SQL Standard.
The Databaseology Lectures - Fall 2015
Explore embedded database systems through technical talks from leading developers, covering implementation details and real-world challenges in mobile, OLTP, and distributed systems.
Taskonomy - Disentangling Task Transfer Learning
Explore task transfer learning, higher-order transfers, and task-specific networks. Discover global taxonomies, evaluate computed structures, and assess generalization to novel tasks.
Data and Machine Learning at League of Legends
Explore unique data challenges in video games, focusing on model deployment and evolving ML stacks in League of Legends since 2009.
Machine Learning for Threat Classification: Addressing Class Imbalance and Explainability
Explore techniques for class imbalance, explainability, and best practices in machine learning for threat classification modeling.
GPT-4 Recommendation Engine - OpenAI Tool Calling for Clothing Suggestions
Explore building a recommendation engine using OpenAI's API to suggest clothing items based on user inputs and contextual information, leveraging the gpt-4o-mini model for personalized product searches.
Audacity Tutorials
Learn to record, edit, and mix audio using Audacity's powerful tools. Master voice editing, music mixing, and podcast production techniques in this comprehensive tutorial series.
SQL Interview Questions - Top SQL Interview Questions That You Need to Learn
In this video, we discuss a variety of SQL Interview Questions, theoretical and practical both, to prepare you well and help you answer them confidently during the interview! This video also prepares you with 100 SQL Interview Questions for D-Day!
SQL Tutorial for Beginners - Learn SQL in 4 Hours - Great Learning
This tutorial will give you a quick start to SQL. It covers most of the topics required for a basic understanding of SQL and to get an understanding of how it works.
SQL Tutorial for Beginners - Learn SQL
Comprehensive SQL tutorial covering installation, DBMS concepts, key functions, and practical demonstrations. Ideal for beginners seeking to master database management and manipulation.
MySQL 2017
Comprehensive guide to MySQL covering installation, relationships, integrity, normalization, and data types. Ideal for beginners seeking a solid foundation in database management.
SQL - Database Programming
Comprehensive SQL tutorial covering database basics, CRUD operations, advanced queries, and schema design. Ideal for beginners learning MySQL and database management fundamentals.
Database Design
Comprehensive exploration of database design concepts, from basics to advanced topics, covering relationships, keys, normalization, and SQL joins for a deeper understanding of database architecture.
Oracle SQL Tutorials
Comprehensive Oracle SQL tutorial series covering database design, SQL fundamentals, data types, constraints, and querying. Ideal for beginners and intermediate learners seeking practical skills.
Spring Boot Tutorial - Build a Rest API with MongoDB
Learn to build a REST API with Spring Boot and MongoDB, covering setup, data modeling, querying, and API development for efficient backend creation.
SQL for Beginners Tutorial - Learn SQL in 4.2 Hours
Comprehensive SQL tutorial covering database fundamentals, PostgreSQL, table creation, data manipulation, querying, constraints, joins, and advanced concepts for beginners.
Restricted Boltzmann Machines
Explore Restricted Boltzmann Machines: their layered structure, hidden and visible layers, statistical independence, and applications in modeling high-dimensional data like images.
TypeScript and GraphQL Integration - From Schema to Full-Stack Development
Explore TypeScript and GraphQL integration, from schema definition to type generation, backend implementation, and frontend consumption, with a focus on creating a strongly-typed end-to-end development model.
Data Modeling for Saving Time and Money in PostgreSQL - Best Practices and Optimization
Optimize PostgreSQL performance through data modeling, governance, and best practices. Learn to choose ideal indexes, data types, and Azure scaling for successful projects and cost savings.
Excel & Power BI Data Analysis Complete Class in One Video
Comprehensive guide to data analysis using Excel and Power BI, covering essential tools and techniques for importing, transforming, visualizing, and sharing data effectively.