aptr288 Goto Github PK

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

aws_handson

bike_sharing_demand_prediction

This repo contains implementation of Bike sharing demand prediction using big data tools like Pyspark, flume, scala to deal with machine learning challenges with huge data sets.

computer_vision

decision_tree_from_scratch-pattern_recognization_project

Implementation of decision tree from the scratch using entropy as criteria for information gain calculations.

heart_sound_classification

This repository consists of all the work done regarding Heart sound classification employing ANN, CNN and other methods, Android Application deployed with predictive model is also included.

information_retrieval_system

Implemented IR model which does indexing, processing and querying textual data. Retrieves documents which are appropriate for a given query using cosine similarity.

kaggle_projects

Collaborated with budding data scientists from different countries building machine learning models solving various problem. Succeeded in getting to Top 6% for Titanic Survival competition.

ml_poc_projects

python_toolbox

This Repo contains python related code implementations and reusable code bits. Along with my Leet code solutions.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

sentiment_analysis

This project includes Data collection from Twitter API's, data processing and sentiment analysis of replies for Tweet on particular topic.

shoppingcart

violation_prediction

If given number which is flagged by scan tool to be potentially a credit card number our model determines if the number is falsely assumed to be a credit card number or its really confidential data which got exposed and needs remediation.