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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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