Blog

Embracing Vendor Lock-In: A Startup's Secret Weapon

Learn why early-stage SAAS startups should embrace vendor lock-in with major cloud platforms. Discover the advantages, leverage cloud platform startup programs, and turbocharge your growth.

Implementing Claude Tool Use with Pydantic for Structured AI Responses

This guide demonstrates how to use Claude's tool use capability in conjunction with Pydantic to generate structured AI responses. By combining these technologies, developers can ensure consistent, type-safe output from Claude that integrates seamlessly with Python applications.

LLM System Design: A Practical Guide

Learn how to build an effective Large Language Model (LLM) system. Explore key components, building blocks, and advanced techniques for designing LLM systems.

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.

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 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.