Projects Portfolio
End-to-End-Lifecycle Text-Analysis
Iris Flower Classification-ANN
The central goal is to design a model that makes proper classifications i.e. to classify the Iris Flower is Setosa or Not using ANN. Using RFE eliminated multicollinearity results in Sepal Length & Petal Width as the two main features to be used further for Analysis.
Python Requests Hands-On
News Trend along with Stock Price Prediction
The prediction of stock prices in the market has always been an important task. However, due to the market volatility, it is difficult to make the correct prediction solely based on historical stock data. Therefore in this notebook, with the analysis of daily news’ impact on stock markets, will identify some key features that could be useful in stock price prediction and propose a deep learning model to capture the dynamics of stock price trend with rich news textual information.
DVD Rental Business SQL Case Study Competition
Maven Movies is a DVD Rental Business As day-to-day-operations role have to learn everything about the business like: Product inventory, Staff, Customer Purchase Behaviour, etc..
Provided with Maven Movies SQL database has to: Access & Explore the same, Develop a firm grasp of 16 tables and there relation, Analyze all aspects of company's database.
Maven Fuzzy Factory (eCommerce database) - MySQL
As e-Commerce Database Analyst for Maven Fuzzy Factory, to optimize marketing channels and test website conversion performance. Using SQL access and explore the eCommerce database. The go-to person for mission critical analysis. Anlyze Traffic Sources, Website Performance, Channel Management, Montly Analysis, patterns and Seasonality Analysis etc..
The Blog
PREPARING — MySQL WORKBENCH
Posted Aug-7-2022
For Preparing the Workbench before creating the Database with large volume and size will perform the following set of operations: By default, the max_allowed_packet = ‘67108864’ on my machine. This can vary with the machine and MySQL versions. So don't worry if the number didn't match up :)
SIMPLE LINEAR REGRESSION INTUITION — (FOR BEGINNERS)
Posted July-14-2022
Simple Linear Regression as the name suggests has the approach of solving linear problems to predict the relationship between the target variable(also known as the response variable) and predictor variable(also known as the explanatory variable).
All About: SINGLE PERCEPTRON
Posted Aug-31-2022
In this article, I will explain to you the basics of neural networks and their code. Understanding the core concepts behind it and how it internally works is as important as its coding.
ANACONDA — ENVIRONMENT IN MAKING !! (For Window Users)
Posted July-14-2022
An environment generally includes languages and their associated packages. Anaconda also supports multiple versions of a language and its associated packages.
The Dashboard - Power BI
ADVENTURE WORK CYCLES
MOVIE REVIEWS ANALYSIS
Certifications
Post Graduate Diploma In Data Science (IIIT-Bangalore & upGrad)
NASSCOM Certified Data Scientist
udemy - Power BI Desktop
udemy - Power BI Services
Internshala - Deep Learning Certified
