Azure Databricks Security Best Practices for Enterprise Analytics and AI
Explore enterprise-level security practices for Azure Databricks, covering RBAC, network isolation, and Azure-specific features to deploy and manage secure analytics and AI environments.
Auto-Train a Time-Series Forecast Model with Azure Machine Learning and Azure Databricks
Discover how to efficiently build accurate forecasting models at scale using Azure Machine Learning and Azure Databricks, enhancing enterprise AI/ML capabilities for various industries.
From Python to PySpark and Back Again - Unifying Single-Host and Distributed Deep Learning with Maggy
Unifying single-host and distributed deep learning with Maggy framework, enabling seamless transition from laptop to cluster for efficient model development and training using TensorFlow and PySpark.
Predict Giant Pumpkin Weights With Tidymodels Workflowsets
Learn to predict giant pumpkin weights using tidymodels workflowsets. Explore data visualization, modeling techniques, and parallel processing for efficient analysis of #TidyTuesday pumpkin competition data.
Create a Custom Metric with Tidymodels and NYC Airbnb Prices
Learn to create custom metrics, predict Airbnb prices, and combine tabular and text data in models using tidymodels with NYC listings data.
Predict Astronauts' Mission Duration With Tidymodels and Bootstrap Aggregation
Explore astronaut mission duration prediction using R's tidymodels and bootstrap aggregation, featuring data analysis, preprocessing, and model evaluation techniques.
Modeling GDPR Violations in R With Tidymodels
Explore data preprocessing and modeling for GDPR violations using tidymodels in R. Learn feature engineering, workflow creation, and prediction techniques with real-world data.
Data Preprocessing and Resampling Using Tidymodels
Explore data preprocessing and resampling techniques using tidymodels in R, focusing on college tuition and diversity data to build effective models and improve analysis skills.
Get Started With Tidymodels Using Vaccination Rate Data
Explore MMR vaccination rates using tidymodels in R, from data preparation to Bayesian modeling and result comparison.
Modeling Hotel Bookings in R Using Tidymodels and Recipes
Learn to predict hotel bookings using R, tidymodels, and recipes. Explore data, create visualizations, and build decision tree models to gain insights into booking patterns and improve predictions.
Calling REST API's with Python - Talkwalker
Learn to make REST API calls to Talkwalker using Python and save results to SQLite. Covers API documentation, demo, master table creation, and upsert operations.
Master SQL with Python: Maintaining Data in Oracle Using Merge - Lesson 14
Learn to maintain current data in Oracle using Merge statements, integrating with pandas for efficient data updates, inserts, and deletions in Python.
Master SQL with Python: Maintaining Data in PostgreSQL Using Upsert - Lesson 12
Learn efficient data maintenance in PostgreSQL using Upsert. Master inserting, updating, and deleting rows to keep your data current and optimize your data analysis workflow.
Python Programming for Beginners - Strings
Learn to manipulate strings in Python, covering string methods, formatting, and essential techniques for effective programming.
Microsoft .NET Remoting - Introduction and Implementation
Comprehensive guide to .NET Remoting, covering remote objects, client-server interactions, channels, and interfaces. Includes practical examples and source code for hands-on learning.
Python for AI: Exploring and Cleaning Data with Pandas
Learn to explore, clean, and prepare data for machine learning using Pandas. Covers handling missing values, outliers, categorical data, and feature preparation for model training.
How Alt-Svc Switches HTTP/2 Clients to Use HTTP/3
Explore how Alt-Svc enables servers to advertise alternative services, facilitating the switch from HTTP/2 to HTTP/3. Learn about headers, frames, and DNS records in this protocol transition.
Python and MySQL Tutorial
Learn to connect Python with MySQL databases, execute queries, and handle data efficiently using server-side and client-side cursors. Gain practical skills for database integration in Python applications.
Hackaday Supercon 2022 - Charles Lohr - Assembly in 2022 - Yes! We Still Use it and Here's Why
Explore assembly language's modern relevance, tools, and applications. Gain insights into low-level programming for optimizing projects and pushing hardware limits.
HackadayU - AVR - Architecture, Assembly & Reverse Engineering
Explore AVR assembly programming, focusing on stack operations, compiler optimizations, and debugging techniques. Gain insights into Fibonacci implementation and assembly listing analysis.
The Journey of an HTTP Request to the Backend - Backend Engineering Show
Explore the journey of an HTTP request, from DNS lookup to backend servers. Learn about TCP, API gateways, reverse proxies, and load balancers in this comprehensive backend engineering overview.