Series

FastAI Series

This series contains notes from the fastai “Practical Deep Learning for Coders” course and related book.

Gen AI Series

A series of posts on Generative AI techniques and projects.

React Series

Making pretty front-ends.

All Posts

Conflict Resolution

Business

Leadership

Cheaper Than Real Therapy

AWS Solutions Architect

DataEngineering

Engineering

Software

Hands-On LLMs: Advanced Text Generation Techniques and Tools

AI

Engineering

GenerativeAI

LLM

Part 7: Chains and Agents

Snowflake: SnowPro Core

Software

DataEngineering

Snowflake? Snow Problem.

Time Series Analysis

Engineering

Timeseries

Time well spent

SQL

InterviewPrep

Software

DataEngineering

Part 1 of 1: No Sequel

Designing Data Intensive Applications: Part 1

DataEngineering

Engineering

Software

Hands-On LLMs: Text Clustering and Topic Modeling

AI

Engineering

GenerativeAI

LLM

Part 5: Hot Topics

Hands-On LLMs: Text Classification

AI

Engineering

GenerativeAI

LLM

Part 4: Stay Classy

Hands-On LLMs: Prompt Engineering

AI

Engineering

GenerativeAI

LLM

Part 6: Professional prompts

Hands-On LLMs: Tokens and Embeddings

AI

Engineering

GenerativeAI

LLM

Part 2: Tokens and Embeddings

Hands-On LLMs: Intro

AI

Engineering

GenerativeAI

LLM

Part 1: Introduction to LLMs

Graph ML: Graph Algorithms

AI

Engineering

Graphs

GraphML

Algorithms

Part 0.5: Traditional Graph Algorithms

Graph ML: What’s a Graph?

AI

Engineering

Graphs

GraphML

Part 0: Intro to Graphs

Sorting Algorithms

Engineering

ComputerScience

InterviewPrep

Algorithms

Algorithms? Sorted, mate.

Data Structures

Engineering

ComputerScience

InterviewPrep

An Array of Possibilities, Trie it Out, You’ll Have Heaps of Fun

Algorithms

Engineering

ComputerScience

InterviewPrep

Algorithms

Big G Explains Big O

Generative AI: GANs

AI

Engineering

GenerativeAI

GAN

Part 4: Generative Adversarial Networks

React: TypeScript Essentials

Engineering

Software

React

WebDev

Part 7: I don’t got no type, bad code is the only thing that I like

React: Testing

Engineering

Software

React

WebDev

Part 6: Testing my patience

React: Deployment

Engineering

Software

React

WebDev

Part 5: Deploying React Apps

React: Debugging

Engineering

Software

React

WebDev

Part 4: A Bug’s Life

React: Styling

Engineering

Software

React

WebDev

Part 3: Styling it Out

React: JavaScript Essentials

Engineering

Software

React

WebDev

Part 2: WTF is JSX

React: A Gentle Introduction

Engineering

Software

React

WebDev

Part 1: Getting Started with React

Meta Learning

Learning

AI

Meta Meta Learning: What I Learned From Meta Learning by Radek Osmulski

Generative AI: VAEs

AI

Engineering

GenerativeAI

VAE

Part 3: Variational Autoencoders

FastAI Lesson 8: Convolutions

AI

Engineering

FastAI

Practical Deep Learning for Coders: Lesson 8

FastAI Lesson 7: Collaborative Filtering

AI

Engineering

FastAI

Practical Deep Learning for Coders: Lesson 7

Generative AI: Deep Learning Foundations

AI

Engineering

GenerativeAI

Part 2: The Building Blocks for Generative AI

Generative AI: Intro

AI

Engineering

GenerativeAI

Part 1: Introduction to Generative AI

FastAI Lesson 6.5: Road to the Top

AI

Engineering

FastAI

Practical Deep Learning for Coders: Lesson 6.5

FastAI Lesson 6: Random Forests

AI

Engineering

FastAI

Practical Deep Learning for Coders: Lesson 6

FastAI Lesson 5: Natural Language Processing

AI

Engineering

FastAI

Practical Deep Learning for Coders: Lesson 5

FastAI Lesson 4: Natural Language Processing

AI

Engineering

FastAI

Practical Deep Learning for Coders: Lesson 4

FastAI Lesson 3: How Does a Neural Network Learn?

AI

Engineering

FastAI

Practical Deep Learning for Coders: Lesson 3

FastAI Lesson 2: Deployment

AI

Engineering

FastAI

Practical Deep Learning for Coders: Lesson 2

FastAI Lesson 1: Image Classification Models

AI

Engineering

FastAI

Practical Deep Learning for Coders: Lesson 1

System Design Notes

Engineering

Software

Notes on System Design

Pitching Notes

Business

Notes on Pitching

Kalman Filter Notes

AI

Engineering

Notes on Kalman filters

Public Speaking Notes

Business

Notes on Public Speaking

Marketing Notes

Business

Notes on Marketing

Software Architecture Notes

Engineering

Software

Notes on Software Architecture

Tensorflow Notes

AI

Engineering

Notes on Tensorflow