Getting Started with Delta Lake
Learn to create a Lakehouse architecture with Delta Lake, an open-source storage framework. Explore data reliability challenges, hands-on examples, and benefits for big data use cases in modern data engineering.
Democratizing AI with Sparklyr
Learn to leverage Sparklyr for scalable machine learning and AI applications, empowering data scientists to work efficiently with big data in R.
Breaking Out of the Proprietary Cage - Real-time Data Warehouses in Open Source
Explore real-time data warehouses in open source, focusing on ClickHouse's architecture, performance optimization, and integration patterns for modern analytics applications.
Real-time Trade Data Processing and Machine Learning at Giga-Scale with Hazelcast and FINOS Perspective
Explore scalable real-time trade data processing using Hazelcast and FINOS Perspective. Learn to architect high-performance applications combining streaming data, reference data, and machine learning for front and back office use-cases.
Ace the SQL and Data Science Interview - Complete Interview Prep - SQL Interview Tips and Tricks
Expert insights on acing data science and SQL interviews, covering technical questions, case studies, and strategies to stand out in the competitive job market.
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.
Data Manipulation with Dplyr
Learn efficient data manipulation using dplyr in R. Master essential functions for filtering, aggregating, and joining datasets, enhancing your data analysis skills with practical examples.
N-Grams - Introduction to Text Analytics with R
Explore N-grams in text analytics, including TF-IDF validation, word ordering, dimensionality challenges, and hardware limitations. Enhance your R-based text analysis skills.
TF-IDF - Introduction to Text Analytics with R
Explore TF-IDF for text analytics in R: improve document representation, handle unequal lengths and common terms, implement TF-IDF, and clean data matrices post-weighting.
Intro to Machine Learning with R & Caret
Learn to leverage R's caret package for efficient machine learning tasks, including data sampling, model training, cross-validation, and hyperparameter tuning. Enhance your data science skills with practical examples.
Custom Discount Codes With Fauna, Tito, and Shopify
Build an e-commerce site integrating Shopify, Fauna, and Tito for custom discount codes. Learn to create a swag app with experts as part of a 5-part series on Jamstack Conf.
Microsoft Access 2021 - Beginner to Advanced Tutorial Course
Comprehensive training on database creation, management, and advanced features in Microsoft Access 2021, covering interface customization, data import, relationships, and macros for efficient data handling.
Demystifying Conda and Virtual Environments for Bioinformatics
Comprehensive guide to Conda and virtual environments, covering installation, package management, and environment creation for Python and R projects. Includes practical demonstrations and comparisons between different tools.
Data Analytics and Generative AI
Explore how generative AI revolutionizes data analytics, streamlining tasks, transforming workflows, and ensuring ethical practices. Gain practical insights and real-world applications for data professionals.
Simplify End-to-End MLOps with PostgresML
Discover how SQL and PostgresML simplify MLOps workflows, streamlining AI/ML project management from development to deployment and monitoring in production environments.
Data Science: Complete Roadmap to Become a Data Scientist
Comprehensive roadmap to becoming a data scientist, covering essential skills, tools, and resources. Includes job prospects, learning strategies, and recommended books for career advancement.
Algebraic Structures in Logic and Query Evaluation - Lecture 3
Explore algebraic structures in logic and query evaluation, focusing on advanced concepts and their applications in database theory and AI.
Building an Open Data Lakehouse Using Apache Spark, Apache Iceberg and Dremio
Explore the evolution of big data to data lakehouses, focusing on open architecture development, security, governance, and augmentation using Dremio, Apache Spark, and Apache Iceberg.
Timespan Fact Tables: Handling Historical Data in Data Warehousing
Explore practical applications of Timespan Fact Tables for handling historical data, including row effective dates, expiration dates, and current row indicators.
Introducing Your Databricks Flight Assistant - Lakehouse AI Copilot
Explore Databricks' Lakehouse Assistant: Chat in English to generate SQL queries, scripts, and code explanations while navigating the Lakehouse with ease.
Take a Self-Taught Journey into the World of Data
Discover how to transition from teaching to data analytics through self-learning, leveraging community support in the tech industry.