Epic-Feature-Story-Task! What?!
Video notes https://www.youtube.com/watch?v=TKTSLuM68Ds
DevOps masterclass
DevOps masterclass
git diff –cached to compare repo to stage
git diff to compare working to staged
git diff HEAD to compare working and latest commit
git reset makes staging match last commit git reset –hard would also change the working dir git restore –staged filename restores stage to match last commit
Git Studies
Recent posts
Async Python
Async Python
Async Django - the practical guide
Async Django - the practical guide youtube video source https://www.youtube.com/watch?v=B5uQPwX4VLo
Redis Vector Database
Redis Vector Database - Redis University
Redisvectordb
<!DOCTYPE html> 2024-03-02-RedisVectorDB.md
Redis Search and RedisJSON
Redis Search
LangGraph
LangGraph Crash Course https://www.youtube.com/watch?v=PqS1kib7RTw
Temporal Study Notes
Going through temporal study notes
Temporal Getting Started Playlist
Part 1 > temporal in 7 minutes
Python Testing
Python Testing Markers
Skaffold Notes
Docker compose
Software Architecture Foundations
Study notes
Ddd
DDD studies
Docker, k8s and skaffold
Docker compose review
Design Patterns Studynotes
Youtube resources
Domain Driven Design Pluralsight Course
Domain Driven Design Pluralsight Course
Microservices Course
Microservices Course
Containers Deep Dive
Namespaces
Kafka Study Notes ++ draft
Kafka Architecture
Rancher course
Rancher installation This is a new article
Milvus Vector DB
Intro
Microservices Architecture
PluralSight Course: Microservices Architecture https://app.pluralsight.com/library/courses/microservices-playbook-architectural-design-patterns/table-of-cont...
AI UX
AI UX Maeda
Project Miyagi and Semantic Kernel
https://www.youtube.com/watch?v=V8dlEvXdGEM
Django Course 2
Course 2.
Scikit-learn course CloudAcademy
Study notes
Django with Mosh - part two
Django 2
Azure MLOps
ML Components in Azure ML
Apache NiFi
Apache Nifi
Python 3 Concurrency
Pluralsight Course on Python Concurrency
Databricks Engineer Associate course
a database is essentially a schema in the Hive metastore.
AI Challenge studies
Azure CLI ML
Saturday studies
Saga Design pattern
Study Journal - Terraform
Meta- paste settings
LangChain Course
LangChain
React Course
React Crash Course
Vite Crash Course
https://www.youtube.com/watch?v=89NJdbYTgJ8
Reformer Transformer
Final course on NLP Spec in Coursera study notes
HuggingFace labs
Lab1
React with Mosh
Reboot studies!
Setting Up Transformer tutorial with ChatGPT 4
I’ll try to setup a repository for studying transformer models at the lowest level and decided to ask ChatGPT to help me setup a modern repo. Alas, I ran int...
Kafka Microservices
Confluent webinars
Attention study
Attention
LangChain DeepLearning.ai course
Overview
Transformers cont
Stanford - Karpathy
Deep Dive to Transformers
Transformers
Study notes for NLP
Attention network
Idiomatic Pandas course
Matt Harrison’s course on youtube
Develop Generative AI Solutions with Azure OpenAI
Mod 1 : Get started
RNN Course
Course 3-2 : RNN Your model will convert each character to its embedding, run the embeddings through a Gated Recurrent Unit GRU, and run it through a line...
ChatGPT for own data
Use Open AI (ChatGPT) On Your Own Large Data https://www.youtube.com/watch?v=eNKu307k59g
React Native setup
Setting up React Native development
GitHub CoPilot
Github copilot notes
Deploying to AKS with Draft
Azure Friday
Django Channels
Django channels recap
Gradle tutorial
Simplilearn Gradle course
Lessons learned from ChatGPT
How to use regular expressions
Communities of Practice
Course notes https://www.youtube.com/watch?v=1Pxd6ixU9kk
Django Channels Chat server
Starting Course on Django Channels
React Studies
Studying React
Unity Catalog
Unity Catalog
React 18 with Mosh
React course
Continuing NLP Studies with Trax
Week 1 final
Twisted p2
Composition
Python Twisted study
TCP Servers
Django recap
going through Mosh material
Sparklinsaturday
layout: post title: Spark studies author: User summary: Summary of the article -
Starting systematic study of Az204
Create Azure App Service web apps
Databricks in MS Learn
Clusters
Testing Dagshub and DVC
Dagshubs integrates with arXiv
Azure Databricks Secrets
Storing secrets in Azure & Databricks
Confluent Platform in DO
Installing Kafka in DO
Azure ML Pipelines V2 with Components
Component pipelines
Azure Databricks Course
Azure Databricks
Scaling Responsible MLOps with Azure ML
Presentation study notes source :https://www.youtube.com/watch?v=F2b-N2Fgs9U
Serverless Azure Functions
Azure Functions
Azure ML v2
Azure ML v2
Study Overload
CloudAcademy kubernetes course
Cloud Native Azure Training
Introduction
Databricks lakehouse fundamental
Databricks Fundamentals study notes
Django Rest Framework
Second course
Azure Functions
Settings
Digital Ocean Django in K8s course
Django Contained https://www.digitalocean.com/community/tutorials/how-to-set-up-a-scalable-django-app-with-digitalocean-managed-databases-and-spaces
Django Tutorial 2 - scaling up with Nginx and Docker
Scaled Tango
MySQL in Azure for Containers
Setting up Cloud resources
Azure container learning path
Docker Volumes
Django with SQL
MySql and VSCode
DevOps for Python Containers
Deploying Python Containers via CI/CD
Huggingface Transformers
the classic design
Django
Django mastery
Azure function docs
Azure Functions https://learn.microsoft.com/en-us/azure/azure-functions/functions-overview
Azure Databricks study notes
MS Docs
AKS Computes in Azure ML v2
Connecting Azure ML to AKS
Serverless ML course
Deep study of the fraud example
DuckDB Studies
DuckDB Tutorial walkthrough link
DuckDB Datalake
DuckDB Datalake Locally
Pytest tutorial from Real Python
Arrange-Act-Assert model:
GitHub Actions
Continuing my devops studies at MS Learn
Azure DevOps Pipelines
Implement CI in Azure source
Deep Dive into Git References
Res and the reflog
Reviewing Serverless ML Slides
Lecture 1
Azure DevOps - Scrum
Reading on how to organize Scrum in Azure DevOps that has bit too many bells and whistles with work items, backlog items, features, tasks, epics, user storie...
DevOps Recap
Recapping the DevOps studies
Continuing serverless-ML course
More fantastic material from Hopsworks
Huggingface Course
HuggingFace
The Big Plan
Synergy: The Big Study Plan
Dagster Project Disection
Dagster Full Project Example
Symbiotic Creativity
Symbiotic Creativity
DuckDB Studies for R and Python (and maybe profit)
PRython Dream: when two becomes one
Hypermodern Python part 2
Part 2: Testing
Hypermodern Python blog series. Pt 1
Hypermodern Python blog series pt.1
Dagster studies
Dagster concepts
Hopsworks Serverless ML p.4 - UI for ML
Serverless ML part 4
Pandas Party!
Struggling with Pandas, again
Vagrant
Vagrant development env
Studying a bit of data wrangling with Pandas
Going through the Python data wrangling book
Sunday Sessions - Activity Analyzer, DevOps and some GitHub polishing
Article Analyzer: part 2
DevOps Challenge
Pipelines
Azure AI, Bentoml and Streamlit
Azure AI study notes
Exploring the TSflex time-series library
The paper
Some DevOps and Agile studies
nice youtube intro from Google instead of the usual
VS Code dev containers for Python / R
Setting up Python / R env in docker
Some R bayes studies
Empirical Bayes in R
Bayesian A/B Testing
Bayesian AB Testing from the book
Serverless ML Course
Serverless ML Course
DBT course
small knugget of knowledge in case your Rancher bootstrap password is not wokring: kubectl -n cattle-system exec $(kubectl -n cattle-system get pods -l app=...
Azure dp900
dp 900
K3s, rancher, and tons of side tracks
Rancher struggles
Dbt, Redshift and tons of statistics
Rancher on K3d/centos Struggled a for a while today while trying to install Rancher on K3d running on my linux box.. the ingress service was crashing on some...
Friday PyMC Workshop!
Score-Based Generative Models Generative Modeling by Estimating Gradients of the Data Distribution
Docker etc
Some docker studies
Airbyte etc
Yet another interesting tool: airbyte
Minio and AWS buckets
Storing the models
Tmux, Vim, bash aka Rabbit trail of supposed productivity
Tuning the workshop
MLflow, Kedro and Tmux
I’m playing around with both MLflow and Kedro on my linux box, so I decided to separate them into two tmux windows within the same session. Still learning th...
Tuesday Studies
Rethinking
Docker and
DCA in RemNote
Sunday SQL and MLOps Explorations
Continuing Timescaledb tutorials: Analyzing Cryptocurrency data (link)
MLflow explorations
Weekend cleanup
Hagakure for MLOps
ML at Reasonable Scale
Azure, Docker, Mlfow etc
Azure ML SDK 1 vs 2
Statistics rethinking study
Chapter 5 rethinking journal
MLFlow, TimeseriesDB etc
MLFlow pipelines
Starting to into the JPX Kaggle competition
Kaggle JPX An Internal Link
Docker and Databases
timescaledb
Studying SQLAlchemy for storing data/features
Intro to SQLAlchemy course https://www.youtube.com/watch?v=X4-hu3vZAOg
Tuesday Studies
MCMC
Local Kubernetes on Centos 8 with K3d
Installing K8s on my home server
Sunday study journal - SQLAlchemy and such
Talk Python SQL flask course
Saturday AKS Explorations
Going through a video course on AKS from packt
Friday learning journal
Planning and Learning on free Friday
Systematic study of Azure ML Datastores and Datasets
Data in Azure ML
Doing some studying of basic Bayesian ideas
Back to basics Started going through “A student’s guide to Bayesian Statistics” to refresh my understanding of the basics. The study notes can be found here:
Wednesday after wark study session
Diamol 11: CI with Jenkins
Some random notes
Docker studies
Sunday study notes
Learning log for lazy Sunday
Python Dataclasses and much more
Python Dataclasses
Whole day free to learn!!
Vim and VS code
Playing around with Gitpod and MLFlow
Using Gitpod with dockerfiles
MLFlow for designing the five layer psychophysiological stack
MLFlow and Feature stores for Physiological Computing
Gitpod and other learnings
Gitpod explorations.
Studying some SQL basics for a review
Refreshing my SQL skills
Setting up Centos in my secondary office
The image pasting does not seem to work for whatever reason :( The problem of image pasting was fixed after installing xclip sudo yum -y install xclip Now I...
Some Studies for Friday Evening
Going to squeeze a bit of statistics in after along day at the office
Continuing to rethink statistics
Continuing to follow the rethinking course Due to being quite busy with work I’ve had less time to update my blog, but I’ll try to preserve at least some tim...
This is a new article
Continuing the Rethinking course
Statistical Rethinking
Restarting the Rethinking course again
Sunday studies
Letting my curiosity run free First started setting up an electronics lab for Arduino’s, R pis, ESP32, in attempt to connect all kinds of stuff via Node-RED,...
This is a new article
Influx Kapacitor
Flux course at Influxdb University
Studying the Flux Language
Some review of time-series math
Time-series revisited Refreshing some basic math ideas as well as learning how to do math in github pages. As additional challenge, I’m trying to do it all i...
Jekyll Studies
Finally was able to make a working sidebar after some trial and error.
Combining all hype technologies for facilitating Kaggle competition
MLOps for Fun and Profit
Back to Vim
Intro
Shell scripting self-study
```bash #!/bin/bash # shebang!
Networking studies
Udacity course Udacity has a nice looking networking course from Georgia Institute of Technology that goes really indepth.
Editor issues
Moving to Vi
Monday studies
Docker Networking (kodekloud)
Chaotic Sunday learning all over the place
Docker cert Spent most of the morning going through kodekloud docker cert course, fantastic stuff! Then checked a bit on Jira/Scrum to see how I might p...
K8s beginner’s course at kodekloud
First installing minikube locally I’m running Windows 10 home version so can’t use hyper-v unfortunately.
Learning InfluxDB
I tried the cloud option but quickly ran into limitations:
First Journal Entry!
Trust over IP https://trustoverip.org/