Himanshu Narang's repositories
Time-Series-Forecasting-Climate-Change
Using ARMA Model to Forecast temperature for the next 30 years.
Deep-Learning-Model-Building-and-Optimization
Model Specification, Classification Model, Regression Model, Model Optimization, Stochastic Gradient Descent, Changing Optimizing Paramters i.e Learning Rate, Model Validation and Early Stopping.
himanshun3.github.io
MyPortfolio
Movies-Recommender-System
Content based Recommender System
Twitter-Sentiment-Analysis-and-Visualization
Twitter Sentiment Analysis and Visualization on Google Maps(Heat Maps).
Convolutional-Neural-Network-Using-Keras
Convolutional Neural Network Using Keras. We will be using Fashion MNIST Dataset in this project. The Fashion-MNIST dataset is a dataset of Zalando's article images, with 28x28 grayscale images of 70,000 fashion products from 10 categories, and 7,000 images per category.
Programming_Question
Programming Questions in C++
A-Network-analysis-of-Game-of-Thrones
Jon Snow, Daenerys Targaryen, or Tyrion Lannister? Who is the most important character in Game of Thrones? Let's see what mathematics can tell us about this!
Baseball-Analytics
Predicting MLB wins per season by modeling data to KMeans clustering model and linear regression models.
Colorizing-Photos-using-Deep-Learning
Colorizing Photos using Deep Learning(Algorithmia Api)
Exploring-the-Bitcoin-cryptocurrency-market
The cryptocurrency market is exceptionally volatile, and any money you put in might disappear into thin air. Never invest money you can't afford to lose.
Google-Search-Image-Scrapper
Python code to scrap and download 100 images from Google Search.
Identifying-New-Year-s-Resolutions-with-Google-Trends
Google Trends data of keywords such as 'diet' and 'gym' and see how they vary over time while learning about trends and seasonality in time series data.
Mckinsey-Data-Science-Challenge
Mckinsey Data Science Challenge on Techgig
Mobile-Games-A-B-Testing-With-Cookie-Cats
Cookie Cats is a hugely popular mobile puzzle game developed by Tactile Entertainment. It's a classic "connect three" style puzzle game where the player must connect tiles of the same color in order to clear the board and win the level. It also features singing cats.
New-Year-Resolution
A major health care company has meticulously planned to open several new outlets in different parts of existing cities. It has invested a lot of time and energy to gather data from its existing stores on different parameters which could control the sales of the company. It has also experimented with different business models in its existing stores. The COO of a famous health care company wishes to achieve its sales targets which it sets at the beginning of the year for its new expansion plan. The COO has entrusted the task of predicting the sales of the new outlets planned to Techgig. The data dictionary gives the in-depth information on the parameters considered by the company for predicting sales. The data gathered from the existing outlets is in the train data set and the data for new outlets is in the test data set.
Reddit-Sentiments-Analysis
Sentiments Analysis on Reddit latest and popular headlines using PRAW(Python Reddit API Wrapper) and TextBlob
SMS-Spam-Classifier
SMS Spam Classifier Using Natural Language Processing
Twitter-Sentiment-Analysis
Sentiment analysis in python by analyzing tweets about any topic happening in the world to see how positive or negative it's emotion is. We will use tweepy for fetching tweets and textblob for natural language processing (nlp)
Video_Into_Frames
Python Code to convert video into Frames
Wealth-Management-Platform
For HackData 2.0 - Loan prediction - Chatbot - Set goals and fund your plans
What-s-that-Image-
Image Classification using Keras
ZS-Data-Science-Challenge
ZS Data Science Challenge on HackerEarth