Creating a .NET Renaissance
Exploring .NET's decline in server-side development and proposing strategies for a renaissance, leveraging .NET Core to regain prominence in web-scale deployments.
Data Magic with the Elastic Stack
Explore key features of Elastic 5.x suite for data analytics, including geo-capabilities, pipeline aggregations, and Timelion, with real-world cases and Kibana visualization demonstrations.
Using EEG and Machine Learning to Perform Lie Detection
Explore lie detection using EEG and machine learning. Learn about data collection, Azure ML model building, and result analysis. Gain insights into brain-computer interfaces and their potential applications.
Take Control of the Data of You
Discover how to leverage personal data for actionable insights, using Azure Machine Learning and Cosmos DB to create a digital assistant for health monitoring and habit formation.
Real World PowerBI
Discover tips and tricks for effective PowerBI usage, applying software development practices to create powerful, user-friendly dashboards and reports for business users.
Analyzing 33 Million Bike Trips with BigQuery
Explore NYC bike share trends using BigQuery to analyze 33 million trips. Learn to query and visualize big data, with applications for various datasets including Australian and Github data.
Data Cleansing With SQL And R
Learn data cleansing techniques using SQL and R to prepare and correct data efficiently, focusing on tidy data concepts and practical tools for simplifying research and analysis.
Analyzing StackExchange Data with Azure Data Lake
Gain insights from StackExchange data using Azure Data Lake Store & Analytics. Learn to analyze 150+ GB of data and visualize findings with Power BI, leveraging SQL and C# skills for big data analysis.
Elasticsearch - You Know, for More Than Search
Explore Elasticsearch's versatility beyond search, including recommendations, monitoring, forensic analysis, and machine learning for anomaly detection. Discover new ways to leverage your data.
What Can We Learn from 750 Billion GitHub Events and 42 TB of Code
Explore GitHub's vast dataset to gain insights on coding patterns, project design, community dynamics, and effective collaboration in open-source development.
Probing the Mysteries of Saturn’s E-Ring with PostgreSQL
Explore Saturn's E-Ring using PostgreSQL for data analysis, including flyby speed calculation and chemistry analysis, to prepare for future space missions and potential life discovery.
Machine Learning for Gamers - Dungeon Forecasts & Dragon Regressions
Explore machine learning applications in gaming, from character creation to game mastering, covering regression, forecasting, classification, and more using fun, geeky examples.
Analyzing StackExchange with Azure Data Lake
Explore big data analysis using Azure Data Lake to gain insights from StackExchange data dumps. Learn to leverage SQL and C# skills for efficient data processing and visualization with Power BI.
The Death of Data - Risk, Retention, and Rot
Explore data retention risks, the importance of data deletion, and strategies for effective data management in the digital age. Learn to avoid data hoarding and maintain valuable information.
Building an Azure IoT Pipeline for LoRaWAN Devices - Live Demo
Learn to build an Azure IoT pipeline for LoRaWAN devices, covering long-range communication, data ingestion, decryption, storage, and analysis. Includes live demos with Arduino boards and Raspberry Pi gateways.
Not a Magic - What to Expect from Machine Learning Projects
Practical insights on implementing machine learning projects, covering data handling, algorithm selection, training, evaluation, and deployment challenges in organizational settings.
Building Advance Analytics Pipelines with Azure Databricks
Explore Azure Databricks for advanced analytics: Learn Spark basics, collaboration features, cluster management, and Azure integration through a detailed network intrusion anomaly detection pipeline walkthrough.
Serverless SQL Pipelines
Explore serverless SQL options across cloud platforms, comparing AWS and Google services. Learn architectural patterns for data lake pipelines and emerging serverless solutions.
ML.NET for Developers Without Any AI Experience
Explore AI in .NET applications using ML.NET. Learn to build and train ML models for various tasks like detecting laughter, analyzing mood, and predicting code bugs, all with your existing .NET skills.
Why Should You Care About Edge Computing
Explore edge computing's potential to revolutionize data collection and analytics, enabling new business opportunities through AI-powered devices and cloud integration.
Tabs, Spaces and Salaries - A Data Science Detective Story
Uncover the mystery behind developer salaries and indentation preferences in this data science investigation, exploring correlations, biases, and model fitting pitfalls.