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Naimul Islam
Home
About
Data Analysis
Sectorial Knowledge
Project
Code Book
Naimul Islam
Home
About
Data Analysis
Sectorial Knowledge
Project
Code Book
More
Home
About
Data Analysis
Sectorial Knowledge
Project
Code Book
R Public Health Analysis
R Fisheries
R Shiny
R Markdown Tools
R Survey Data Analysis
R Basic Data Science
R Interactive Map
R Statistics
Python Basic
Python Analysis
Python Map
Python Data Science
Github
Spatial Data Science with R
R
Public Health Analysis
Jan
26, 2021 (Saturday)
Bayesian Methods in Public Health
Jan
26, 2021 (Saturday)
Monte Carlo Simulation
R
Fisheries
17th April 2021
Fisheries Data
18th April 2021
Statistics for Fisheries
18th April 2021
Plotting Fisheries Data
18th April 2021
Length-Weight Relationship
18th April 2021
Anova
18th April 2021
Stock Assessment
R Shiny
Jan
26, 2021 (Saturday)
Shiny : Make Calculator
R Markdown Tools
April 24, 2024 (Tuesday)
R pivot
R
Survey Data Analysis
Jan
6, 2024 (Saturday)
Factor Analysis
Jan
6, 202
4
(Saturday)
PCA
Jan
26, 2021 (Saturday)
Meta Analysis
Jan
26, 2021 (Saturday)
Panel Data Analysis
Jan
26, 2021 (Saturday)
Time series analysis
Jan
26, 2021 (Saturday)
Survival Analysis
Dec 3, 2021 (Saturday)
Predictive Analysis-2- (gtsummary)
Dec 24, 2021 (Saturday)
Predictive Analysis (gtsummary)
Dec 17, 2021 (Saturday)
Bi variate Analysis (gtsummary)
Dec 10, 2021 (Saturday)
Univariate Analysis (gtsummary)
Dec 3, 2021 (Saturday)
Basic Graph in R
Nov 26, 2021 (
Saturday
)
Survey Sample Size & Sampling
R Basic
Data Science
Jan
26, 2023 (Saturday)
Predictive Analysis
Dec 3, 2022 (Saturday)
Random Forest
Dec 24, 2022 (Saturday)
Decision Tree
Dec 17, 2022 (Saturday)
Support Vector Machine
Dec 10, 2022 (Saturday)
Naive Bayes Theorem
Dec 3, 2022 (Saturday)
K Means Clustering
Nov 26, 2022 (Saturday)
KNN Clustering (Theory + R Code)
Nov 26, 2022 (Saturday)
KNN Clustering (Colab Basic
Python
Code)
R
Interactive Map
Jan 1
, 2024 (Sunday)
Raster Package
Dec 27, 2021 (Sunday)
Interactive map : plotly
Dec 26, 2021 (Saturday)
Interactive map : Leaflet
Dec 19, 2021 (Saturday)
Static map & Interactive map
Dec 12, 2021 (Saturday)
Import static map file
Dec 5, 2021 (Saturday)
“sf+ggplot2” Package
Nov 28, 2021 (Saturday)
“sf” Package-Part 3
Nov 21, 2021 (Saturday)
“sf” Package- Part-2
Nov 14, 2021 (
Saturday
)
“sf” Package - Part 1
R Statistics
February 27, 2021 (Friday)
Confidence Interval & Sample size calculation
December 24, 2020
Analysis of Covariance
May 14, 2021 (Friday)
ANOVA in R
May 07, 2021 (Friday)
Predictive Analysis-2
April 30, 2021 (Friday)
Predictive Analysis-1
April 23, 2021 (Friday)
Inferential Statistics-2
April 16, 2021 (Friday)
Inferential Statistics
March 09, 2021 (Friday)
Data Visualization-2
April 02, 2021 (Friday)
Data Visualization(ggplot2)
March 26, 2021 (Friday)
Descriptive Statistics
March 19, 2021 (Friday)
Data Wrangling
March 12, 2021 (Friday)
Basic R programming
March 05, 2021 (Friday)
Mobile Data Collection
February 27, 2021 (Friday)
Data and Data Collection
Python Basic
February 27, 2021 (Friday)
Basic Function
(Basic Python - 01)
December 24, 2020
Basic Function
(Basic Python - 0
2
)
December 24, 2020
Basic Function
(Basic Python - 0
3
)
Python
Analysis
February 27, 2021 (Friday)
Time Series
February 27, 2021 (Friday)
PCA
Python
Map
February 27, 2021 (Friday)
Python choropleth map
December 24, 2020
Basic Function
(Basic Python - 02)
Python
Data Science
February 27, 2021 (Friday)
01.
Decision Tree
December 24, 2020
02.
Random Forest
February 27, 2021
03.1. k-Nearest Neighbor (kNN)
February 27, 2021
03.
2
. k-Nearest Neighbor (kNN)
February 27, 2021
03.3. k-Nearest Neighbor (kNN)
February 27, 2021
03.
4
. k-Nearest Neighbor (kNN)
February 27, 2021
04. K-Means Clustering
February 27, 2021
05. Naive-Bayes
February 27, 2021
05. 02. Naive-Bayes
February 27, 2021
06.01. Support Vector Machines
February 27, 2021
06.0
2
. Support Vector Machines
February 27, 2021
07. Linear Regression
February 27, 2021
08. Logistic Regression
February 27, 2021
09. Hierarchical Clustering
February 27, 2021
10. Gradient Boosting Classifier
Github
February 27, 2021 (Friday)
01. Basic
February 27, 2021 (Friday)
Spatial Data Science with R
Thursday, Dec 9, 2021
01. Basic
February 27, 2021 (Friday)
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