Shashank Prakash's repositories
Dive-into-Deep-Learning
This repository contains Assignments and codes from the d2L study group.
KAGGLE---House-Prices--Advanced-Regression-Techniques
This contains python codes for kaggle submissions for the house price prediction. The codes begin with concepts learnt from "kaggle courses" and then i use all the gained knowledge to make the best possible model. Kaggle ranks achieved is also commented in the codes to keep track of my progress. Codes have been written in a very revision friendly manner.
DataWhiz-Chat
A RAG-based language model enabling intelligent conversations with user-provided data.
DeepQLearning---SnakeAI
A Snake AI game built using PyGame and RL agent that uses Bellman equation for Deep Q Learning.
Detectron2--BeginnerLevel-Project
A Detectron2 based Image Segmentation Project with model training in Colab.
hello-world
This repository was created to learn how to use GitHub. :)
imad-app
Base repository for IMAD course application.
MaskRCNN--BeginnerLevel-Project
A beginner level MaskRCNN based image-segmentation project
Mini-NLP-Projects--NLP-UseCases
Frequently Encountered NLP UseCases that are usually used together in NLP Projects
MXNet_Tkinter--Vision-based-Attendance-System
A python Tkinter based desktop application for vision based face recognition using MXNet.
NLP---Basics-of-NLP-for-Beginner-Level
NLP(Beginner Level) Notebooks based on my learnings from an online course.
StockPredict
A repository for Stock Prediction(up/down) based on Financial News and Past Trend.
TFOD--BeginnerLevel-Project
A beginner-level Tensorflow Object Detection Project using tf v1.14.
ImageClassifier--DogCat
This repository contains beginner/intermediate level image classification project files. The (cat/dog)classifier is implemented as a web app that was also deployed on Pivotal Web Services.
MLOps---Mage--Zoomcamp
Learning the use of MageAI showcasing MLOps-orchestration and ML pipelines.
MLOpsAlchemy
A collection of codes and mini projects that bridge the gap between machine learning and operational excellence.
NLP---Brand-Measure-Project
An NLP project to measure the reach of a brand in any geographic region.
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
PyGame--SpaceInvader
A PyGame based game based on space invasion.
Python-QuickStart-Codes---Stats-ML-DL-AI-NLP
A collection of Beginner/Intermediate level codes & notebooks on Algo/Stats/ML/DL/AI/NLP.
TFOD--Hand-Detection-Project
A TFOD project to detect hand(open/gloved) and raise alert when approaching beyond a certain boundary.