Supercharge eCommerce Search - OpenAI's CLIP, BM25, and Python
Build a multi-modal hybrid search engine for e-commerce using OpenAI's CLIP, BM25, and Python. Learn to process text and image queries, create embeddings, and implement efficient search functionality with Pinecone vector database.
Elixir for Data Engineering - Batch and Stream Processing
Discover how Elixir can revolutionize data engineering with distributed processing, Airflow integration, and Kafka event handling. Learn practical examples for efficient batch and stream processing.
Master Using SQL with Python - Create a Data Warehouse with SQLite
Learn to build a local SQLite data warehouse by extracting and transforming data from SQL Server and PostgreSQL, simplifying your data analysis workflow with Python.
Azure Databricks - A Brief Introduction
Explore Azure Databricks, a Big Data service based on Apache Spark. Learn about its features, security, and integration with Python, R, SQL, and machine learning frameworks.
MVC PHP Tutorial - Model View Controller CRUD Application Example
Learn to refactor a PHP CRUD application using the Model-View-Controller design pattern, improving code organization and readability while building a functional web application.
Unleash Your Data with Clojure: Using Transducers and Sequences - Lecture 16
Explore Clojure's functional approach to data transformation using sequences, reducers, and transducers. Learn how immutable values and persistent collections lead to more efficient, reusable, and bug-free code.
Demystifying Stream Processing with Apache Kafka
Demystifying stream processing with Apache Kafka, exploring key features, benefits, and challenges. Introduces Kafka Streams library, highlighting its unique design decisions and tradeoffs in the stream processing landscape.
Stroop, Whorf, and Elixir - Expanding Programming Paradigms - Philly ETE 2014
Explore how learning Elixir, a functional language inspired by Ruby, can transform your programming mindset and expand your coding vocabulary, enhancing problem-solving skills.
MongoDB Crash Course - 2021
Learn MongoDB basics, including CRUD operations, installation, and data modeling, in this comprehensive crash course for beginners and developers seeking a quick introduction to NoSQL databases.
TechChat Tuesdays - Rust, Radical Candor, and Developer News - Episode 29
TechChat Tuesdays covers dev news including Rust's new foundation, radical candor in management, open-source Swift courses, virtual jamming, and Spotify's data processing for Wrapped 2020.
Hasura Crash Course
Learn to create a GraphQL API with Hasura, covering database connections, table creation, data operations, relationships, and filtering in this comprehensive tutorial.
Strapi V4 Crash Course
Comprehensive guide to Strapi v4: create apps, manage data, query with REST/GraphQL. Covers collection types, relationships, filtering, authentication, and migration.
GraphQL for Clinical Trial Matching - When GraphQL Outshines REST
Discover how GraphQL outperforms REST in clinical trial matching APIs, offering superior documentation, filtering, and mobile UI capabilities for efficient patient-trial pairing.
Speeding Up Game Logic in Unreal Engine - Unreal Fest Online 2020
Optimizing game logic for large-scale multiplayer titles using ECS, taskgraph extensions, and component-based processing to improve performance and enable automatic parallelization.
Mastering Pandas Groupby Method to Split and Combine Data and Apply Functions
Learn to expertly use pandas groupby for data manipulation, including splitting, combining, applying functions, and creating visualizations from grouped data.
Getting Started with Retail Data Analytics
Develop retail data analytics skills using Python libraries to create consumer profiles, purchase histories, and interactive dashboards with geo-traceable data from 4500+ Walmart stores.
No-Code and Full-Code Data Analytics with GigaSheet and Pandas - Side-by-Side
Hands-on workshop comparing no-code (GigaSheet) and full-code (Pandas) data analytics solutions, covering data upload, filtering, aggregation, updating, grouping, and exporting.
Data Processing Fundamentals - Create GUI for Data Application with Gradio
Learn to create a GUI for data applications using Gradio, covering combined interfaces, tabbed layouts, validation, and integrating filters for enhanced data processing and visualization.
Data Processing Fundamentals - Create GUI for Data Application with Gradio
Learn to create a dynamic GUI for data applications using Gradio, covering installation, input components, integration with data processing, and class-based implementation.
Data Processing Fundamentals - Smarter Python Code With Classes
Learn to write smarter Python code using classes for efficient data processing, including DatasetSelector and DatasetManager implementation with Scikit-learn integration.
Data Processing Fundamentals - Writing Smarter Python Code With Classes
Learn to write smarter Python code using classes for efficient data processing, including creating custom classes, adding methods, and integrating Scikit-learn for dataset management.