Exploring BigQuery Cohort Analysis
Learn how to perform cohort analysis in BigQuery to understand user behavior and engagement over time. Discover the benefits of using BigQuery for cohort analysis and advanced techniques for analyzing user cohorts.
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Exploring BigQuery Fuzzy Match Techniques
Ever wondered how the top tech companies deploy their applications so seamlessly? It all starts with an efficient CI/CD pipeline.
How to Find and Match Data in BigQuery
Learn how to effectively find and match data in BigQuery using SQL functions, joins, window functions, and user-defined functions. Explore key concepts and practical examples for efficient data matching.
Building an LLM Evaluation Tool with Synthetic Data Generation in 20 mins
Learn how to build a flexible LLM evaluation tool with dynamic schema generation, synthetic data creation, and model evaluation using Python and LLMs.
Whisper Audio to Text: Transcribing Long Audio Files with Python
Learn how to use Whisper audio to text conversion for long files with our Python script. Overcome file size limits and easily transcribe podcasts, interviews, and lectures. Step-by-step guide with code examples.
SQL for Address Standardization: An Engineer's Approach
Learn how to standardize messy addresses using SQL. This guide provides SQL macros for cleaning up street addresses, city names, states, and ZIP codes.
Building an AI Facial Recognition System for Video Analytics
Using LLMs to create a facial recognition platform for crowd analysis and recognition on protest footage.
Using LLMs to Build A Code Generation Dataset
Learn how to use LLMs, gpt-3.5-turbo, to scrape and clean code from the web
Deploy Nextjs on AWS Cloudfront and S3
Learn how to host a Nextjs static app on AWS Cloudfront and S3 using AWS CDK. Static apps are great for SEO, performance, and cost.
Alternative to Vercel Deploying a Next.js Application on AWS Amplify using AWS CDK
A guide on deploying Next.js on AWS amplify with AWS CDK
Building a CI/CD Pipeline for a Serverless Express Application with AWS CDK
Ever wondered how the top tech companies deploy their applications so seamlessly? It all starts with an efficient CI/CD pipeline.
How to build an age and gender multi-task predictor with deep learning in TensorFlow
Learn how to build a age and gender predictor using deep learning in TensorFlow
Building an image caption generator with Deep Learning in Tensorflow
In my last tutorial, you learned how to create a facial recognition pipeline in Tensorflow with convolutional neural networks. In this tutorial, you’ll learn how a convolutional neural network (CNN) and Long Short Term Memory (LSTM) can be combined to create an image caption generator and generate captions for your own images.
Building Facial Recognition in Tensorflow
Learn how to build a facial recognition pipeline with deep learning in Tensorflow. This tutorial will show you how to preprocess images, train a convolutional neural network model, and generate embeddings for use in clustering and classification tasks.