This blog is a step-by-step guide for beginners in data science and machine learning.
The main aim of this blog is to provide a brief explanation of data science with a brief code.
So, the author hopes that non-professionals will be able to apply data science to various topics in our life.
$\underline{\text{Note:}}$
The photos and images in this blog were taken and created by the author.
Published Book
Demo of Web Apps by Streamlit
Linear Regression
https://caron14-streamlit-linearregression-boston-house-prices-m9mvyd.streamlitapp.com/
PCA for classification
https://caron14-streamlit-pca-wineclassificatio-pca-on-streamlit-qqap9e.streamlitapp.com/
Recent Posts
Weekly Article News #38
The recommended articles the author has read this week.This letter is posted every Monday. Announcing PyCaret 3.0 — An open-source,…
Weekly Article News #37
The recommended articles the author has read this week.This letter is posted every Monday. This week, the author introduces the…
Weekly Article News #36
The recommended articles the author has read this week.This letter is posted every Monday. PyTorch 2.0 Big news! There was…
Algorithms #2 – Is a Prime Number?
The algorithm is necessary for a coding interview for a data scientist and a software engineering job. This article’s topic…
Weekly Article News #35
The recommended articles the author has read this week.This letter is posted every Monday. This week, the author introduces the…
SunPy – Planet Positions in the Solar System
SunPy is a useful python library to access solar physics data. Therefore, we can easily visualize planet positions in the…
Algorithms #1 – Two Sum Function
The algorithm is necessary for a coding interview for a data scientist and a software engineering job. This article’s topic…
Weekly Article News #34
The recommended articles the author has read this week.This letter is posted every Monday. This week, the author introduces two…
Weekly Article News #33
The recommended articles the author has read this week.This letter is posted every Monday. This week, the author introduces two…
Weekly Article News #32
The recommended articles the author has read this week.This letter is posted every Monday. This week, the author introduces two…
Weekly Article News #31
The recommended articles the author has read this week.This letter is posted every Monday. On writing clean Jupyter notebooks Jupyter…
Weekly Article News #30
The recommended articles the author has read this week.This letter is posted every Monday. DeepSpeed Excellent library, developed by Microsoft,…
List: PyCaret Articles
PyCaret is a useful auto ML python library because we can deploy machine learning models with low codes. We can…
Weekly Article News #29
The recommended articles the author has read this week.This letter is posted every Monday. This week, the articles are about…
Weekly Article News #28
The recommended articles the author has read this week.This letter is posted every Monday. This week, the articles are about…
Weekly Article News #27
The recommended articles the author has read this week.This letter is posted every Monday. This week, the articles are about…
Demo of a Web App. for 3D Scatter Plot
Now, the web app for the 3D-scatter plot has been released. We can v plot the CSV-format dataset as the…
Weekly Article News #26
The recommended articles the author has read this week.This letter is posted every Monday. This week, the articles are about…
Weekly Article News #25
The recommended articles the author has read this week.This letter is posted every Monday. This week, the articles about VAE(Variational…
Weekly Article News #24
The recommended articles the author has read this week.This letter is posted every Monday. Include diagrams in your Markdown files…