TinyML Talks - On-Device Model Fine-Tuning for Industrial Anomaly Detection Applications
Explore on-device model fine-tuning for industrial anomaly detection, improving flexibility and adaptability of ML models while reducing infrastructure costs and operational efforts.
Advanced Anomaly Detection Made Easy
Advanced anomaly detection techniques for embedded ML, focusing on custom DSP blocks, feature importance, and threshold optimization. Learn to implement these methods for various IoT applications using Edge Impulse.
Working with Geotiff Files Using Rasterio in Python - Also Quick Demo of NDVI Calculation
Learn to manipulate geotiff files using rasterio in Python, including reading, plotting, and performing NDVI calculations. Gain practical skills for working with satellite imagery and geospatial data analysis.
Weighted Gene Co-expression Network Analysis - Step-by-Step Tutorial - Part 1
Learn step-by-step Weighted Gene Co-expression Network Analysis (WGCNA) for RNA-Seq data, covering data manipulation, outlier detection, normalization, module identification, and visualization techniques.
Genes and Geography - A Bioinformatics Project
Comprehensive bioinformatics walkthrough: analyze population genotype data using PCA/TSNE, from data acquisition to visualization, with practical coding in Python and Colab.
Data Planning to Implementation
Explore the journey from data planning to implementation, covering data strategy, maturity, roadmaps, and best practices for turning insights into actionable solutions across businesses.
A Spurious Outlier Detection System for High Frequency Time Series Data
Discover an integrated approach for detecting spurious outliers in high-frequency time series data from IoT sensors, applicable across various domains like manufacturing, retail, and healthcare.
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.
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.
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.
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.
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.
Facebook Ads for Beginners - Step by Step Facebook Ad Tutorial
Comprehensive guide to creating effective Facebook ad campaigns, covering setup, tracking, targeting, and analysis for beginners in 2021, with updated privacy requirements.
How to Track Events with Google Analytics 4
Comprehensive guide to event tracking in Google Analytics 4 using Google Tag Manager, covering automatic, recommended, and custom events, plus interface-based event creation and modification.
Google Analytics 4 Tutorial
Comprehensive introduction to Google Analytics 4: installation, interface, reports, conversions, and configuration. Learn key features and practical implementation for effective web analytics.
How to Solve Santander Kaggle Transaction Competition - Top 1% Solution, No Ensemble
Learn to achieve top 1% in Santander Kaggle competition using neural networks, feature engineering, and data analysis techniques. Improve your machine learning skills with practical insights and strategies.
Ways GA4 Is Better Than Universal Analytics - MeasureCast
Explore 10 key features of GA4, mastering the transition from Universal Analytics for enhanced data analysis and insights in digital marketing.
AI That Writes Better Ads Than You - Anyword Live Demo
Explore Anyword's AI copywriting capabilities in this comprehensive demo, showcasing ad creation, blog writing, and website optimization features. Learn how AI-generated content compares to human copywriters and its potential impact on marketing.
How to Analyze Facebook Ad Results the Right Way
Learn to effectively analyze Facebook Ad results, optimize campaigns, and improve performance through data-driven insights and strategic evaluation of key metrics and campaign elements.