INDLURU NAVEEN's repositories
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
AAIC-PYTHON
Python for Applied AI Course
AI-Syllabus
Path to learn Artificial Intelligence
PythonBasicToAdvance
Complete Python From Basics to Advanced Concepts
Amazon-Fine-Food-Reviews-Analysis
Text Analysis using different techniques using Bag of Words(BOW) and TFIDF and Word2Vector
AppProfile
Finding the best app profiles for AppStore and Google Play Store markets.
Classifiers-using-SGD
This repository has the implementation of Logistic Regression using the method of Stochastic Gradient Descent without using sklearn. This is implemented from scratch.
Computational-Complexity
A simple example to understand time and space complexity
CovidAnalysis-SQL
Analysis on COVID-19 deaths and vaccinations in each country
CovidAnalysis-Tableau
Visualization of deaths due to the COVID-19 pandemic using Tableau
DBTFinalProject
Data Base Theory And Apps Final Project
Dimensionality-Reduction-And_Visualization
To Understand Dimensionality reduction using PCA(Principal Component Analysis) and T-SNE (t-distributed Stochastic Neighborhood Embedding)
Document-Classification
The objective of this task is to classify the text messages from the 20-news group’s dataset by their topic.
Exploratory-Data-Analysis
Exploratory Data Analysis on Haberman and Iris Datasets
Implementation-of-RandomSearchCV-with-Kfold-cross-validation-on-KNN
GridSearch Cross Validation And RamdomSeach Cross Validation on K-NN
K-Nearest-Neighbors
Understanding K-NN with a simple example and Kfold Cross Validation
Pandas-Practice-and-Python_Assignments
Basic pandas practice like creating a data frame and operations on it
performance-measures-without-using-scikitlearn
Implementation of performance measures without using scikit-learn
Probability_And_Statistics
Visually understanding some concepts of Probability and Statistics
Traffic-Indicators
Analysing the traffic volume about the westbound traffic on the I-94 Interstate highway. This is guided analysis from the Data Analysis course by Dataquest.
Used-CarListings
Extensive data exploration of the used car listings dataset to find the correlation between various parameters like odometer, price, incorrect registration data and so on.