Huge repo of courses, resources covering Computer Science, AI, ML, Data SCIENCE, Maths and lot more
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https://github.com/Developer-Y/cs-video-courses#math-for-computer-scientist

A ranked list of machine learning python libraries
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https://github.com/ml-tooling/best-of-ml-python

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Few fundamental topics of math needed for machine learning:

- Statistics
- Probability
- Linear Algebra
- Calculus

You definitely do not need to know any of these at the start.

However, that does not mean math is not important for ML because it is.

Just know that it is totally fine to start without it and can be learned along the way.
#math #machinelearning #beginner
@kdnuggets @datasciencechats

Source: Twitter - Prasoon Pratham

Why math matters in machine learning?

🔹Algebra will teach you how to represent and manipulate data.
🔹Statistics, how to extract meaning from it.
🔹Probability, how to make decisions under uncertainty.
🔹Optimization, how to measure and improve performance.

#math #machinelearning #beginner
@kdnuggets @datasciencechats

Source: Twitter - Alejandro Piad

Google's FREE fast paced practical introduction to machine learning
#machinelearning #beginner #course
@coursenuggets
https://developers.google.com/machine-learning/crash-course/

👆Multiple job openings for immediate joiners in HCL Technologies 👆
@indiareferraljobs

We are now 3000 members on Instagram. Join us in insta. Link below👇👇👇
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Top free resource to learn Python
#python #beginner
@kdnuggets @datasciencechats @coursenuggets
https://www.programiz.com/python-programming

Object Oriented Programming(OOP) is very important to learn when you are learning any of the Oops based languages. It's just makes coding much more efficient. Here is a great free resource for python.
@kdnuggets @datasciencechats #pythonnuggets #python #beginner
https://youtu.be/MikphENIrOo

#beginner #datascience #jobs
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2021/01/get-job-data-scientist.html

Join us now over LinkedIn as well. We will keep posting useful articles in DS, ML space that will be unique in LinkedIn as well. Today some useful tips on learning Pytorch has been posted. So don't miss out
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https://www.linkedin.com/groups/13661437

This free eBook can show you what you need to know to leverage graph representation in data science, machine learning, and neural network models. Book in next post at
@coursenuggets
#books #graph

Lot of members have this query on I am from X field can I get into data science. I am planning to switch to data science and have some queries.

Below post should answer lot of those questions. Read and share.

https://www.linkedin.com/feed/update/urn:li:activity:6761893078363054081

If you can't access the link make sure you join our LinkedIn group.
https://www.linkedin.com/groups/13661437
#datascience #beginner
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