shauryanegi
Dilligent in Designing and developing machine learning and deep learning systems. Excellent understanding of business operations and analytics tools.
New Delhi, India
Pinned Repositories
-100Devs
-100Devs-Exercises
Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
Bank-Reviews-Complaints-Analysis
Central banks collecting information about customer satisfaction with the services provided by different bank. Also collects the complaints. Bank users give ratings and write reviews about services on central bank websites. These reviews and ratings help to banks evaluate services provided and take necessary to action improve customer service. While ratings are useful to convey the overall experience, they do not convey the context which led a reviewer to that experience.
Mushroom-Classification
This dataset includes descriptions of hypothetical samples corresponding to 23 species of gilled mushrooms in the Agaricus and Lepiota Family Mushroom drawn from The Audubon Society Field Guide to North American Mushrooms (1981). Each species is identified as definitely edible, definitely poisonous, or of unknown edibility and not recommended. This latter class was combined with the poisonous one. The Guide clearly states that there is no simple rule for determining the edibility of a mushroom; no rule like "leaflets three, let it be'' for Poisonous Oak and Ivy.
Network-Intrusion-Detection-System
With the enormous growth of computer networks usage and the huge increase in the number of applications running on top of it, network secrity is becoming increasingly more important. All the computer systems suffer from security vulnerabilities which are both technically difficult and economically costly to be solved by the manufacturers. Therefore, the role of Intrusion Detection Systems (IDSs), as special purpose devices to detect anomalies and attacks in the network, is becoming more important.
novartis-hack-challenge
This was a small dataset where we had to predict if a cyberattack will happen or not for a customer. Main focus is on EDA and Data Visualisation. This challenge was sponspored by HackerEarth.
Sarcasm-Detection-ML-DL
News Headlines Dataset For Sarcasm Detection
Segmentation-Credit-Card-Customers
This case requires trainees to develop a customer segmentation to define marketing strategy. The sample dataset summarizes the usage behavior of about 9000 active credit card holders during the last 6 months. The file is at a customer level with 18 behavioral variables.
TextMining-AnalyzingonlineJobPostings
The project seeks to understand the overall demand for labour in the Armenian online job market from the 19,000 job postings from 2004 to 2015 posted on CareerCenter, an Armenian human resource portal.
shauryanegi's Repositories
shauryanegi/Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
shauryanegi/awesome-courses
:books: List of awesome university courses for learning Computer Science!
shauryanegi/TheDudeThatCode
Config files for my GitHub profile.
shauryanegi/tensorflow
An Open Source Machine Learning Framework for Everyone
shauryanegi/cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
shauryanegi/machine-learning-roadmap
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
shauryanegi/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
shauryanegi/Linear-Logistic-Regression
In statistics, linear regression is a linear approach to modeling the relationship between a scalar response (or dependent variable) and one or more explanatory variables (or independent variables).
shauryanegi/DS-Live-Jun-20
codes for data science live june 2020 batch
shauryanegi/machine-learning-online-2018
ML Online Course Repository. Course videos on online.codingblocks.com
shauryanegi/novartis-hack-challenge
This was a small dataset where we had to predict if a cyberattack will happen or not for a customer. Main focus is on EDA and Data Visualisation. This challenge was sponspored by HackerEarth.
shauryanegi/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
shauryanegi/Network-Intrusion-Detection-System
With the enormous growth of computer networks usage and the huge increase in the number of applications running on top of it, network secrity is becoming increasingly more important. All the computer systems suffer from security vulnerabilities which are both technically difficult and economically costly to be solved by the manufacturers. Therefore, the role of Intrusion Detection Systems (IDSs), as special purpose devices to detect anomalies and attacks in the network, is becoming more important.
shauryanegi/predicting-credit-card-spend
One of the global banks would like to understand what factors driving credit card spend are. The bank want use these insights to calculate credit limit. In order to solve the problem, the bank conducted survey of 5000 customers and collected data. The objective of this case study is to understand what's driving the total spend (Primary Card + Secondary card). Given the factors, predict credit limit for the new applicants.
shauryanegi/Walmart-Store-Sales-Forecasting
We are provided with historical sales data for 45 Walmart stores located in different regions. Each store contains a number of departments, and you are tasked with predicting the department-wide sales for each store. In addition, Walmart runs several promotional markdown events throughout the year.
shauryanegi/Bank-Reviews-Complaints-Analysis
Central banks collecting information about customer satisfaction with the services provided by different bank. Also collects the complaints. Bank users give ratings and write reviews about services on central bank websites. These reviews and ratings help to banks evaluate services provided and take necessary to action improve customer service. While ratings are useful to convey the overall experience, they do not convey the context which led a reviewer to that experience.
shauryanegi/Segmentation-Credit-Card-Customers
This case requires trainees to develop a customer segmentation to define marketing strategy. The sample dataset summarizes the usage behavior of about 9000 active credit card holders during the last 6 months. The file is at a customer level with 18 behavioral variables.
shauryanegi/TextMining-AnalyzingonlineJobPostings
The project seeks to understand the overall demand for labour in the Armenian online job market from the 19,000 job postings from 2004 to 2015 posted on CareerCenter, an Armenian human resource portal.
shauryanegi/Basic-Python-Data-Analysis
shauryanegi/awesome-deep-learning-papers
The most cited deep learning papers
shauryanegi/cv
shauryanegi/DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.