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AI
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Catagorical
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Machine Learning
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Soils
Transformation
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dashboarding
data
groupby
knn
logistic regression
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packages
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patsy
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plotting
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seaborn
statsmodels
streamlit
time_series

Kunal Khurana

Posts in English

knn
Efficiency of knn with sample data from scikit-learn
1 min
knn
machine learning
algorithm
Kunal Khurana
May 20, 2024

logistic_regression
Efficiency of logistic regression with sample data from scikit-learn
1 min
logistic regression
machine learning
algorithm
Kunal Khurana
May 20, 2024

Big Data Analysis
Data analysis with Pyspark
1 min
Big data
Pyspark
Python
matplotlib
Kunal Khurana
Mar 16, 2024

Data analysis for reporting
1 min
dashboarding
Data Analysis
streamlit
Kunal Khurana
Mar 16, 2024

Data analytics workflow
Data analysis example workbook
2 min
pandas
seaborn
matplotlib
numpy
Kunal Khurana
Mar 16, 2024

Group operations
Data aggregation, grouping, and pivoting
1 min
Python
Pandas
pivot_tabes
groupby
Kunal Khurana
Mar 1, 2024

Plotting and Visualization
Using data visualization libraries
1 min
Python
Matplotlib
Numpy
Seaborn
plotting
Kunal Khurana
Mar 1, 2024

Time Series
A brief overview of Time series
1 min
Python
Pandas
time_series
Kunal Khurana
Mar 1, 2024

Modeling libries in python
A brief introduction to modeling libraries in Python
1 min
Python
patsy
statsmodels
scikit-learn
Kunal Khurana
Mar 1, 2024

Pandas_2
Data analysis with Pandas
1 min
Pandas
Data Analysis
Python
Kunal Khurana
Feb 23, 2024

Data Structures
Python basics
1 min
Python
SQL
Database
APIs
Kunal Khurana
Feb 23, 2024

Data Cleaning
Python basics
1 min
Python
Transformation
Catagorical
Mapping
Kunal Khurana
Feb 23, 2024

Data Wrangling
Python basics
2 min
Python
Indexing
Combining
Reshaping
Pivoting
Kunal Khurana
Feb 23, 2024

Numpy_2
Data analysis with Numpy
1 min
Numpy
Data Analysis
Python
Kunal Khurana
Feb 16, 2024

Files (reading and writing)
Working with files
1 min
.txt
Files
Kunal Khurana
Feb 16, 2024

Functions
Python basics
1 min
Python
Kunal Khurana
Feb 16, 2024

Data Structures
Python basics
1 min
Python
Kunal Khurana
Feb 16, 2024

Data Analysis
Sample notebook to handle any data for EDA
1 min
Python
Matplotlib
Data Analysis
Pandas
Seaborn
Kunal Khurana
Jan 16, 2024

Machine Learning
1D and 2D partial dependent plots with RandomForestClassifier and DecisionTreeClassifier
2 min
Python
Machine Learning
Data Analysis
Kunal Khurana
Jan 13, 2024

GeoPandas
Data analysis with GeoPandas
1 min
Python
GeoPandas
Data Analysis
Kunal Khurana
Jan 3, 2024

Pandas
Data analysis with Pandas
2 min
Pandas
Data Analysis
Python
Kunal Khurana
Dec 29, 2023

Machine learning
basics
2 min
Machine learning
Basics
Data Analysis
Kunal Khurana
Dec 24, 2023

Python
Python basics
1 min
Python
Basics
Kunal Khurana
Dec 23, 2023

Python Coding Rules
Python basics
3 min
Python
Basics
Kunal Khurana
Dec 6, 2023

Working with APIs
Python basics
1 min
Python
Basics
Kunal Khurana
Oct 13, 2023

Downloading data
Python basics
2 min
Python
Basics
Kunal Khurana
Oct 13, 2023

Generating data (data visualization, representations, etc.)
Python basics
2 min
Python
Basics
Kunal Khurana
Oct 13, 2023

Lists, for loops
Python basics
2 min
Python
Basics
Kunal Khurana
Oct 6, 2023

IF statements
Python basics
1 min
Python
Basics
Kunal Khurana
Oct 6, 2023

Dictionaries
Python basics
1 min
Python
Basics
Kunal Khurana
Oct 6, 2023

User input and while loops
Python basics
1 min
Python
Basics
Kunal Khurana
Oct 6, 2023

Functions
Python basics
2 min
Python
Basics
Kunal Khurana
Oct 6, 2023

Classes
Python basics
2 min
Python
Basics
Kunal Khurana
Oct 6, 2023

Files and exceptions
Python basics
2 min
Python
Basics
Kunal Khurana
Oct 6, 2023

Tools -ML sample project
Data Analysis
7 min
Machine learning
Data Analysis
Jun 20, 2023

Visualizations with matplotlib, seaborn, ploty, altair
Visualizatons
1 min
Visualizations
Data Analysis
Jun 20, 2023

Soil Chemistry Dataset
Exploratory analysis
3 min
Soils
Data Analysis
Jun 15, 2023

Tools - Numpy
Data Analysis
10 min
Numpy
Data Analysis
Python
Justin Johnson, Volodymr Kuleshov, and Issac Caswell
Jun 5, 2023

Tools - matplotlib
Data Analysis
1 min
Matplotlib
Data Analysis
Keith Galli
Jun 4, 2023

Tools - pandas
Data Analysis
21 min
Pandas
Data Analysis
Jun 4, 2023

Quarto Computations
1 min
packages
data
May 22, 2023

Quarto Basics
1 min
plot
data
May 20, 2023

Titanic dataset analysis using Pandas and Numpy
Data Visualization
7 min
Numpy
Pandas
Data Analysis
Nonu Singh
May 12, 2023

How helpful can AI be in solving the water crisis?
1 min
AI
Irrigation
Machine learning
Kunal Khurana
May 9, 2023

Can bamboo help to solve climate crisis?
1 min
C
Bamboo
Kunal Khurana
May 9, 2023

Can AI decide when to water crops?
1 min
Machine learning
AI
Irrigation
Kunal Khurana
May 9, 2023

Machine learning in Agriculture
1 min
Machine learning
Soil Analysis
Yield prediction
Kunal Khurana
Apr 21, 2023

Irrigation scheduling with Machine learning
1 min
Machine learning
Irrigation
Modelling
Kunal Khurana
Apr 21, 2023

Digitaliztion of Agriculture
1 min
Digitalization
Machine learning
AI
Kunal Khurana
Apr 17, 2023

Geopandas2
Data analysis with GeoPandas
1 min
Python
GeoPandas
Data Analysis
Kunal Khurana
Jan 7, 2023

Proximity Analysis
Data analysis with GeoPandas
1 min
Python
GeoPandas
Proximity Analysis
Kunal Khurana
Jan 7, 2023
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