Data Microservices in Apache Spark Using Apache Arrow Flight
Explore efficient machine learning pipelines using Apache Arrow Flight in Spark, enabling faster data transport and simplified microservices for improved ML model production.
Low-Code Machine Learning on Databricks with AutoML
Discover how to build, train, and deploy ML models using Databricks AutoML and low-code tools, empowering users of all expertise levels to create predictive analytics solutions.
Crunching the Numbers- Navigating Mobile Game Metrics - Unite Now 2020
Explore key mobile game metrics, reporting, and optimization strategies for indie developers. Learn to leverage core metrics for game success and user retention.
Why Ad Creative Matters - Unite Now 2020
Discover best practices, benchmarks, and examples for effective ad creative in user acquisition, enhancing your marketing strategy and performance.
Deep Dive into GPU Support in Apache Spark 3.x - Accelerator-Aware Scheduling and RAPIDS Plugin
Explore GPU acceleration in Apache Spark 3.x, covering task scheduling, columnar processing, and the RAPIDS plugin for enhanced ETL, ML, and DL performance without code changes.
Python for Data Science - OOP, Classes and Inheritance
Learn object-oriented programming concepts in Python, focusing on classes and inheritance, to enhance your data science skills and write more efficient, reusable code.
Excel to Simple Web Dashboard in R with FlexDashboard and Hosting on Hugging Face Spaces
Learn to create a simple web dashboard in R using FlexDashboard, transforming Excel data into an interactive visualization, and deploy it on Hugging Face Spaces for easy sharing and accessibility.
Build Machine Learning Blog with FastPages - Jupyter Notebook-Based Data Science Platform
Learn to create a free machine learning blog using FastPages, a powerful tool for data scientists to publish content from Jupyter Notebooks, Markdown, and Word documents.
Reddit Video Downloader in Python - Streamlit App Tutorial and Deployment
Build a Reddit video downloader app using Python, Streamlit, and Requests. Learn to fetch video links, download content, and deploy the web app on Hugging Face Spaces.
Automate and Deploy Jupyter Notebooks with GitHub Actions - MLOps
Learn to automate and deploy Jupyter notebooks using GitHub Actions, enhancing your MLOps workflow and streamlining the process of productionizing data science projects.
Amazon SageMaker Studio Lab Tutorial - Google Colab Alternative
Learn to use Amazon SageMaker Studio Lab, a free tool for machine learning and data science with Jupyter notebooks, Python, R, and GPU support. Explore its features and advantages over alternatives.
AutoML Frameworks Accuracy Comparison with Kaggle Data
Explore the performance of popular AutoML frameworks across 10 Kaggle competitions, analyzing their accuracy and effectiveness in tackling real-world machine learning challenges.
Building and Deploying a YouTube Thumbnail Downloader with Python and Streamlit
Learn to create and deploy a Python-based YouTube thumbnail downloader using Streamlit, from concept to live web application. Gain practical experience in building and hosting a useful tool for content creators.
Using Bugcrowd and Jira to Streamline Application Security
Streamline application security with Bugcrowd's Jira integration. Learn how to sync vulnerability data, facilitate faster remediation, and improve communication between security and development teams.
Effortless Data Analysis and Cleaning with Data Wrangler in VS Code
Explore Data Wrangler in VS Code: Boost productivity with code-centric data cleaning, automated Pandas code generation, and insightful visualizations for efficient data analysis.
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.
Data Visualization in Python - Altair 4.2 Tutorial
Comprehensive tutorial on Altair for data visualization in Python, covering setup, basic plots, customization, interactivity, and advanced features. Ideal for beginners and intermediate users.
Catch Visual Bugs Before They Ship
Learn holistic visual regression testing to catch UI issues before deployment, ensuring a polished user experience and reducing frustration from post-release discoveries.
Introduction to ZeroOps - Increase Your Productivity
Explore ZeroOps: an application delivery platform enhancing developer productivity. Learn how it embraces diverse technologies, saves time, and benefits both developers and companies.
Cortex - Tools for Action: Building a Conceptual Operating System
Explore Cortex, a tool for action that revolutionizes note-taking and knowledge management. Learn about its development, features, and future plans through an insightful presentation and demo.
Camunda BPM Online Training - Architecture
Explore Camunda BPM's architecture, embedding options, and process engine modes to effectively integrate BPMN into your applications and environments.