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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

amazing-things-python-do

Learning some amazing stuffs Python can do, that can make my life more easy , efficient and fun :)

animated-and-story-telling-plot-for-covid-19-data-set-using-python

Animated and Story Telling plot For COVID 19 Data set Using Python

animated-bar-graph

Animated Bar Graph Created using Python's Bar Chart Race on covid 19 cases of countries dataset Feb 2020 to April 2021

apache-spark-using-python

Experiments with PySpark. Learning PySpark Locally Before Moving to Multi-node Cluster Databricks Environment

av-hackathon-sep-2021

Rank 78 Solution, MSLE*1000 = 224

av-job-a-thon

Rank-2 Solution

cart-machine-learning

Using CART to predict Error of Inclusion and Exclusion. CART Decision Trees for Regression and Classification.

chatbot-using-python

co2-emissions-data-visualization

database-filtering-using-pandas

Using Pandas to Filter Databases and perform other databases related operations

decision-tree-and-random-forest-regressor

Sklearn Implementation of Decision Tree and Random Forest Regressor

docker-compose-for-elk-stack

Docker compose .yml file to install Elasticsearch kibana container and basic commands

elaticsearch

Elastic Search Queries , filtering Netflix Dataset , Geo Tagging , Mapping , Scrolling , Pagination Etc

encoding-dealing-with-categorical-data-in-ml

Different types of encoding to deal with Categorical Variable data before implementing a ML Model

experiments-with-bayesian-networks

Implementing Bayesian Network with Python| Contribution Analysis of Parent Nodes in Bayesian Network.

exploratory-data-analysis-of-movies

Tableau Exploratory Data Analysis (EDA) | Statistical Data Exploration Tableau Project.

fdi-india-analysis-and-visualization

Tableau Project FDI Analysis in India. I gathered the data from data.gov.in | FDI Equity Inflows from 2000-01 to 2015-16 - The key sectors which attracted the maximum of these inflows include the services segment, computer software and hardware, telecommunications, trading, construction development, automobile, chemicals, and pharmaceuticals. - Since 2015-16, FDI inflows have been recording significant growth. In that fiscal, the country received USD 40 billion FDI, an increase of 35 percent over the previous year! - India received USD 51 billion in foreign investment in 2019 and was the world's 9th largest recipient of foreign direct investments (FDI) in 2019. Viz Link: https://lnkd.in/e6sp9qe

feature-selection

gmap-google-map-tagging

Tagging of spatial network data using Gmap

graphs-stats-descriptive-stats

Graphs and descriptive Statistics for Data Science , My Publication on Medium and Analytics Vidhya: https://garg-shelvi.medium.com/basic-graphs-and-their-statistics-for-data-science-enthusiasts-c0928706c4d8

hackathon-2-av--credit-card

Identifying customers that could show higher intent towards a recommended credit card. Analytics Vidhya Hackathon. 87% Accuracy

hackathon-predicting-insurance-premium

Hackathon Organised by Analytics Vidhya. Problem : Had To predict whether or not a customer will buy an insurance based on their previous records for other purchases and demographics

logistic-regression--ml2

logistic-regression-ml-1

Coursera Machina Learning Course by Stanford | Andrew Ng

mlflow-workshop-part-1

Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three part series, we will cover MLflow Tracking, Projects, Models, and Model Registry.

mlfromscratch

Machine Learning algorithm implementations from scratch.

multivariate-linear-regression

Prediction of Weight using Multivariate Linear Regression ,

mysql-experiments

Experiments with MYSQL | Practicing Advance Queries and Functions

mysql-programming-with-mosh

The task assigned as per MOSH mysql programming tutorial