AI Ethics and Culture in Technology - Interview with Elizabeth Adams
Insightful discussion with AI ethics leader Elizabeth Adams on her work and upcoming keynote, plus tech news covering AWS vulnerabilities, microservices, Firecracker, and Flutter for Windows.
Choosing a System for Large-Scale Data Analysis - Hot vs Cold Approaches
Explore architectures of large-scale data analysis systems, their capabilities, and trade-offs. Learn to evaluate and choose the right system for your specific data analysis needs.
Getting Into Data Engineering
Explore data engineering career paths, industry changes, and essential skills with Joe Reis. Gain insights on transitioning from software engineering or data analysis roles and receive valuable career advice.
Measuring Success: Ensuring Product Organizations Ship Valuable Code
Learn to define, track, and analyze success metrics for features, ensuring shipped code delivers real customer value. Discover how to choose analytics tools, use data effectively, and implement a point system for measuring success.
Riding the Tailwind of NLP Explosion
Explore NLP's evolution, from prehistoric to modern era, and learn practical applications, challenges, and strategies for leveraging transformers and open-source tools in data science projects.
Python Tutorial for Beginners - Learn Python by Building a Blockchain and Cryptocurrency
Learn Python by building a blockchain and cryptocurrency. Covers basics, data types, and blockchain concepts. Ideal for beginners interested in practical application of Python in emerging technologies.
Power BI - Quick Project - Data Model
Explore data modeling in Power BI: create calculated columns, measures, and visuals to transform raw data into meaningful insights and interactive reports.
How Much Data Is Enough to Build a Machine Learning Model
Explore techniques to measure data coverage for machine learning models, ensuring sufficient multivariate representation and understanding extrapolation in high dimensions.
Long Short-Term Memory (LSTM), Clearly Explained
Clear explanation of Long Short-Term Memory (LSTM) neural networks, their advantages over basic RNNs, and how they handle larger data sequences without gradient problems. Includes step-by-step breakdown of LSTM stages.
Introduction to Python and Google Colab for Data Science and Machine Learning
Quick Python and Google CoLab tutorial for data science and machine learning, covering basics, file operations, and environment setup for beginners familiar with other programming languages.
EdgeR and DESeq2, Part 2 - Independent Filtering
Explore edgeR and DESeq2's approaches to filtering low-count genes in RNA-seq analysis. Learn about false positives, FDR, CPM, and sequencing depth impacts on gene expression studies.
Jupyter Notebook Tutorial - Introduction, Setup, and Walkthrough
Learn to install, set up, and use Jupyter Notebooks for interactive coding, data visualization, and markdown text creation. Essential for data science and beneficial across various fields.
Decision Trees - A Friendly Introduction
Learn to build and train decision trees through a simple example, exploring key concepts like data splitting, overfitting prevention, and alternative evaluation metrics.
Principal Component Analysis
Explore dimensionality reduction through PCA, covering variance, covariance, eigenvectors, and eigenvalues. Learn key concepts with visual explanations and practical applications in data analysis.
Tracking and Mapping Wi-Fi Networks from Aerial Drones - Data Visualization Tutorial
Learn to visualize Wi-Fi network data collected by drones using Python, Google Colab, and Jupyter notebooks. Explore techniques for mapping, clustering, and identifying specific devices.
Making a 2D GAN 3D Aware
Explore 3D-aware image generation by modifying StyleGANv2 with multiplane alpha maps and pose-conditioned discrimination, achieving high-quality, view-consistent results across diverse datasets.
A Transformer-Based Framework for Multivariate Time Series Representation Learning
Explore a Transformer-based framework for multivariate time series analysis, covering challenges, model architecture, pre-training, fine-tuning, and applications in classification and forecasting.
How to Track Vimeo Videos With Google Analytics 4 -GA4- for Paid and Free Vimeo Plans
Learn to track Vimeo videos in Google Analytics 4 using Google Tag Manager for paid and free plans. Discover steps for various Vimeo plans and explore automatic tracking for embedded YouTube videos.
Google Sheets Tutorial for Beginners - 2022 Edition
Comprehensive guide to Google Sheets basics: creating spreadsheets, importing data, formatting, sorting, using functions, filtering, data visualization, and collaboration features.
Create a KPI Dashboard with Whatagraph and Google Analytics
Learn to create an effective KPI dashboard using Whatagraph and Google Analytics data. Discover how to choose KPIs, set targets, and build visualizations for actionable insights.
Google Data Studio Tutorial – Building Google Analytics Dashboards Step-by-Step
Learn to create informative Google Analytics dashboards using Data Studio. Step-by-step guide covers visualization options, data connection, and building various chart types for effective data presentation.