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PCA from scratch using Python 🔥

Principal Component Analysis is a powerful technique for dimensionality reduction and data visualisation.

-- step by step explanation with code --

Let's go! 🚀

Data Engineering is the best career in 2024, here's a complete roadmap📝

Industrial Statistics is a specialized branch of statistics that focuses on analyzing data within industrial settings.  pyoflife.com/industrial-sta…
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In Statistics we have Normal Distribution & Standard Normal Distribution

But what the heck is the difference?

Let's figure it out.

🧵

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Understanding Factor Analysis📊

1/ Introduction:
Factor Analysis is like a detective tool for researchers. Imagine you have a huge pile of data, and you suspect there are hidden patterns or themes. Factor Analysis helps you uncover these hidden themes!

2/ Why use it?:
When…

Just a reminder that this brand new book on financial machine learning exists

4 materials / pdfs regarding python and R.

Introduction to statistics with python
Machine learning with python
Statistical analysis with R
Machine learning for beginners

Find them all below with other materials⤵️
drive.google.com/drive/folders/…

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This is cool. Python bakal diimplementasikan di dalam Microsoft Excel.

Microsoft mengumumkan perubahan signifkan dengan mengeluarkan Public Preview Python di Excel. Fitur ini memungkinkan kita untuk secara mudah menggabungkan Python dan Excel di dalam workbook kita, tanpa setup…

CORRELATION
COVARIANCE
REGRESSION.

What are they??
And is their any form of relationship between these 3?

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Retweet …… cos it’s a THREAD 🧵

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Introduction to Data Analysis

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You can download this Data Science and Machine Learning book for free.

There are 4 sections for those who are starting:

• Linear Algebra and Functional Analysis
• Probability and Statistics
• Python Primer
• Multivariate Differentiation and people.smp.uq.edu.au/DirkKroese/DSM……