Intro to Big Data, Data Science & Predictive Analytics
Explore the diverse world of big data, data science, and predictive analytics. Gain insights into subfields, real-world applications, and the components of a big data pipeline across various industries.
Intro to Azure ML and Cloud Computing
Explore Azure ML Studio's cloud-based data science capabilities, from data upload and visualization to preprocessing and cleaning, using its intuitive graphical interface.
Introduction to Online Experimentation and A-B Testing
Learn best practices for designing and evaluating A/B tests in online experimentation. Covers choosing metrics, avoiding errors, interpreting results, and comparing A/B to multivariate testing.
Privacy-First End-to-End Encrypted Analytics with Chiffre - Demo and Overview
Explore Chiffre, an open-source, end-to-end encrypted analytics platform prioritizing privacy. Learn its architecture, features, and see a live demo with founder François Best.
End-to-End Sustainability: Driving User Engagement from Pre to Post-Install - Sustainable Growth Day 2019
Discover strategies for sustainable growth in mobile apps, from optimizing onboarding to fostering long-term user engagement and commitment.
Data Preprocessing in Python
Learn to transform raw text into structured lists and CSVs using Python, enhancing data organization and analysis skills for practical applications.
Generative Data Visualization with SVG, Vue, and D3.js - Part 3
Explore custom data visualization techniques using SVG, Vue, and D3.js with expert Shirley Wu. Learn to create interactive and visually appealing representations of complex datasets.
21 Recent AI Updates in 23 Minutes
Comprehensive overview of recent AI advancements, including new models, tools, and industry developments. Covers a wide range of topics from audio generation to LLM applications and ethical considerations.
Step-by-Step Machine Learning Project Implementation: EDA, Feature Engineering, Selection, and Model Training
Comprehensive guide to implementing a machine learning project, covering data cleaning, EDA, feature engineering, selection, model training, and hyperparameter tuning.
Metabase - A Simple Data Analytics System with Complex Capabilities
Explore Metabase: A free, open-source data analytics platform with intuitive GUI and multi-database support. Learn installation, setup, and usage for powerful, user-friendly data analysis.
OnlyOffice - A Free, Self-Hosted, Open Source Office Suite That Can Replace Microsoft Office Easily
Explore a comprehensive, open-source alternative to Microsoft Office with project management, CRM, and collaboration tools. Learn installation, server setup, and desktop usage.
Microsoft Excel Mastery Unleashed: Exclusive Training from Simon Sez IT
Comprehensive Excel tutorial covering advanced functions, data analysis, and visualization techniques. Ideal for beginners and intermediate users seeking to enhance productivity and data manipulation skills.
Popular Rust Iterator Methods
Explore powerful Rust iterator methods for manipulating collections. Hands-on practice with chaining, zipping, filtering, and transforming data using the Iterator Trait functionality.
Spark on Kubernetes: Building an Elastic Service - Apple's Approach
Explore Apache Spark on Kubernetes, focusing on autoscaling challenges and solutions for efficient large-scale data processing in multi-tenant environments with advanced features.
Fluent Bit in 2022: Logs, Prometheus and OpenTelemetry
Explore Fluent Bit's expanded capabilities in observability, covering logs, metrics, and traces collection. Learn to optimize data pipelines using OpenMetrics and OpenTelemetry for efficient production environments.
Hands-on Workshop: Getting Started with Fluent Bit and Metrics with Prometheus
Practical workshop on integrating Fluent Bit with Prometheus for enhanced observability. Learn to collect, send, and visualize metrics using Grafana in a cloud-native environment.
Modernizing Event Emission Infrastructure with Fluent Stack - Asana Case Study
Discover how Asana modernized its event emission infrastructure using Fluent Bit, scaling to 3.5 billion events daily while improving flexibility, performance, and durability.
Building Digital Twins for DFDS With Crossplane and Kubernetes
Explore how DFDS uses Kubernetes-based Digital Twins, Crossplane, and Backstage to manage logistics operations and accelerate software development in a decentralized, distributed environment.
Tower of Babel - Making Apache Spark, Kubeflow, and Kubernetes Play Nice
Explore how Apache Spark, Kubeflow, and Kubernetes can work together to process big data matrices, denoise medical images, and create reproducible ML pipelines for COVID research and healthcare applications.
Autoscaling Elasticsearch for Logs on Kubernetes
Explore best practices for autoscaling Elasticsearch on Kubernetes, focusing on efficient load balancing and introducing a new open-source operator for optimal performance.
Jet Energy Corrections with GNN Regression using Kubeflow at CERN
Explore how Kubeflow enables graph neural network-based jet energy corrections at CERN's Large Hadron Collider, improving particle physics research through scalable machine learning workflows.