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Recent posts

knn

Efficiency of knn with sample data from scikit-learn

logistic_regression

Efficiency of logistic regression with sample data from scikit-learn

Big Data Analysis

Data analysis with Pyspark

Data analysis for reporting

Data analytics workflow

Data analysis example workbook

Group operations

Data aggregation, grouping, and pivoting

Plotting and Visualization

Using data visualization libraries

Time Series

A brief overview of Time series

Modeling libries in python

A brief introduction to modeling libraries in Python

Pandas_2

Data analysis with Pandas

Data Structures

Data Cleaning

Data Wrangling

Numpy_2

Data analysis with Numpy

Files (reading and writing)

Working with files

Functions

Data Structures

Data Analysis

Sample notebook to handle any data for EDA

Machine Learning

1D and 2D partial dependent plots with RandomForestClassifier and DecisionTreeClassifier

GeoPandas

Data analysis with GeoPandas

Pandas

Data analysis with Pandas

Machine learning

Python

Python Coding Rules

Working with APIs

Downloading data

Generating data (data visualization, representations, etc.)

Lists, for loops

IF statements

Dictionaries

User input and while loops

Functions

Classes

Files and exceptions

Tools -ML sample project

Visualizations with matplotlib, seaborn, ploty, altair

Soil Chemistry Dataset

Exploratory analysis

Tools - Numpy

Tools - matplotlib

Tools - pandas

Quarto Computations

Quarto Basics

Titanic dataset analysis using Pandas and Numpy

Data Visualization

How helpful can AI be in solving the water crisis?

Can bamboo help to solve climate crisis?

Can AI decide when to water crops?

Machine learning in Agriculture

Irrigation scheduling with Machine learning

Digitaliztion of Agriculture

Geopandas2

Data analysis with GeoPandas

Proximity Analysis

Data analysis with GeoPandas