Readme by Hari Thapliyal

DasarpAI Technology Stacks

Icons in above diagram are beautiful, catchy and attractive. They represents company or product. Each product has its own complexity and when we develop the solution we need to look different permutations and combinations of these technologies.

This repository is not about business solutions but technical products and technical problem solved by any specific product.

This repository is a collection of my experiments, exploration, and proof-of-concept (POC) projects. It serves my personal purposes, but if others find it beneficial, they are welcome to explore and connect the dots.

When interacting with my students, clients, and developing solutions, I often need a reference point to build upon. This repository serves that purpose. Sometimes, ideas from here evolve into full-fledged courses or solutions, while other times, they help me gain clarity about different components and how they work together.

This repo has following POC work, they deal with different technologies.

1. 0-Experiments
2. Analytics & Visualization: bokeh, pandas, plotly, PyGWalker, Tableau
3. Audio: Speech, Voice, Coversation, Noice, Music Processing,
4. Bigdata: Hive, MongoDB, Hadoop etc.
5. CV : Computer Vision
6. DE : Data Engineering - Data collection, web scrapping, processing, storing etc.
7. GAN : Generative Adversarial Networks
8. LLM/Transformers : Large Language Modesl
9. ML : Machine learning
10. MLOps : Machine Learning Operations
11. NLP : Natural Language Processing, Understanding, and Generation.
12. Python-Automation
13. R-Projects
14. RL : Reinforcement Learning
15. Timeseries
16. Transfer-Learning
17. Cloud : Work related to AWS, Azure, GCP Machine Learning tools
18. MLFrameworks : Pytorch, Tensorflow, TensorflowLite, Tensorflow.js
19. IOT
20. Stats : Teaching Statistical Concepts.
21. Web+Mobile : Web and Mobile App
22. Misc

Structure

1. 0-Experiments
   • 0-Experiments\Colab
   • 0-Experiments\RNN-Code-Generator
2. 0-Tech-Solutions
3. Analytics
   • Analytics\bokeh
   • Analytics\pandas
   • Analytics\plotly
   • Analytics\PowerBI
   • Analytics\PyGWalker
   • Analytics\tableau
4. API-Development
   • API-Development\fastapi_example
   • API-Development\Python-Jinja
5. assets
6. Audio
   • Audio\Speech-Recognition
7. CICD
   • CICD\Git
8. CMS-Content-Management-Systems
   • CMS-Content-Management-Systems\Jekyll
9. CUDA
10. CV
    • CV\Flower-Prediction
    • CV\ImageAugmentation
    • CV\ImageProcessing
    • CV\MNIST-Experiments
    • CV\Object-Detection-InBrowser
11. DB-Bigdata
    • DB-Bigdata\Bigdata-HiveScoop
    • DB-Bigdata\Bigdata-mySQL
    • DB-Bigdata\mongodb
12. DB-Databases
    • DB-Databases\ChromaDB
    • DB-Databases\PostgreSQL
13. DE
    • DE\DataCleaning
    • DE\Datacollection
    • DE\PyWebScrapping
14. Docker
    • Docker\bindmount-apps
    • Docker\colab-in-docker-in-local
    • Docker\count-program
    • Docker\demo1
    • Docker\Dockerfile-golang1.21-alpine
    • Docker\Dockerfile-php7.2-apache
    • Docker\Dockerfile-python3.9-slim
    • Docker\Dockerfile-tensorflow-latest
    • Docker\Gemini-Docker-by-Hari
    • Docker\Jupyter-from-Docker-with-GPU
    • Docker\Jupyter-from-Docker-wo-GPU
    • Docker\welcome-to-docker
15. GAN
    • GAN\MusicGeneration
16. Google-Colab
    • Google-Colab\Local-Jupyter-from-Colab
    • Google-Colab\ngrok
17. IOT
    • IOT\BOLTIOT
18. LaTex
19. LLM
    • LLM\Agentic-LLM
    • LLM\BigScience
    • LLM\Cloud-AWS
    • LLM\Cloud-Azure
    • LLM\Cloud-GCP
    • LLM\Cloud-Groq
    • LLM\cog
    • LLM\comet.com
    • LLM\Deepseek
    • LLM\EleutherAI
    • LLM\google-gemini
    • LLM\huggingface
    • LLM\Langchain
    • LLM\lmstudio
    • LLM\MetaAI
    • LLM\MistralAI
    • LLM\openAI
    • LLM\otterai
    • LLM\quantization
    • LLM\RAG
    • LLM\StabilityAI
    • LLM\Vercel
    • LLM\X-grokAI
20. Misc
    • Misc\cython
    • Misc\DineshBhatt
    • Misc\js-app-demo
    • Misc\pySimulator
21. ML
    • ML\Classification
    • ML\Clustering
    • ML\DataImbalance
    • ML\ML-Retraining
    • ML\Regression
    • ML\ROC
22. MLFrameworks
    • MLFrameworks\mobilenet-v2
    • MLFrameworks\TensorFlow-ImageRecognition
    • MLFrameworks\tensorflow-js
    • MLFrameworks\tensorflow-lite
23. MLOps
    • MLOps\ML-Pipelines
    • MLOps\naptune
    • MLOps\Pydantic+logfire
24. NLP
    • NLP\Embedding
    • NLP\NLP-Concepts
    • NLP\NLP-Hindi-Bible
    • NLP\NLP-Misc
    • NLP\NLP-Plugin20Event
    • NLP\NLP-rasa
    • NLP\NLP-SanskritTrans
25. Python-Automation
    • Python-Automation\1.Table Extraction
    • Python-Automation\2.Automate The News
    • Python-Automation\3.Excel Report
    • Python-Automation\4.WhatsApp
    • Python-Automation\datasets
    • Python-Automation\spanish
    • Python-Automation\test-folder
26. PythonicWay
    • PythonicWay\8things-you-must-know
    • PythonicWay\ManagingPythonProjects
    • PythonicWay\python_pkg
27. R-Projects
    • R-Projects\R-Demo-Classification
28. RL
    • RL\pytennis
29. Stats
30. Timeseries
    • Timeseries\TS-multivariate
    • Timeseries\TS-Smoothing
31. Transfer-Learning
32. UI-Design
    • UI-Design\Motion-Design-for-Web
33. Web+Mobile
    • Web+Mobile\Android
    • Web+Mobile\Java
    • Web+Mobile\JS
    • Web+Mobile\nginx-web-app
    • Web+Mobile\Nodejs