Data Science Skillset for 2021 | What are the skills needed for Data Scientist in 2021




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Data Science Skillset for 2021 | What are the skills needed for Data
Scientist in 2021
#DataScienceSkillSet2021 #UnfoldDataScience

Hello ,
My name is Aman and I am a Data Scientist.

About this video:
In this video, I explain how is Data Science Industry shaping up in 2021. I explain the need of Data Science Jobs for the year 2021. I explain what all area of knowledge is important for building a good career in Data Science in 2021 and years to come. Below topics are covered in this video:

1. Data Science Skillset for 2021
2. What are skills needed for Data Scientist for 2021
3. Data Science job requirement 2021
4. Data Science job market 2021
5. Data Science skills for 2021

About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well.

Book recommendation for Data Science:

Category 1 – Must Read For Every Data Scientist:

The Elements of Statistical Learning by Trevor Hastie – https://amzn.to/37wMo9H

Python Data Science Handbook – https://amzn.to/31UCScm

Business Statistics By Ken Black – https://amzn.to/2LObAA5

Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron – https://amzn.to/3gV8sO9

Ctaegory 2 – Overall Data Science:

The Art of Data Science By Roger D. Peng – https://amzn.to/2KD75aD

Predictive Analytics By By Eric Siegel – https://amzn.to/3nsQftV

Data Science for Business By Foster Provost – https://amzn.to/3ajN8QZ

Category 3 – Statistics and Mathematics:

Naked Statistics By Charles Wheelan – https://amzn.to/3gXLdmp

Practical Statistics for Data Scientist By Peter Bruce – https://amzn.to/37wL9Y5

Category 4 – Machine Learning:

Introduction to machine learning by Andreas C Muller – https://amzn.to/3oZ3X7T

The Hundred Page Machine Learning Book by Andriy Burkov – https://amzn.to/3pdqCxJ

Category 5 – Programming:

The Pragmatic Programmer by David Thomas – https://amzn.to/2WqWXVj

Clean Code by Robert C. Martin – https://amzn.to/3oYOdlt

My Studio Setup:

My Camera : https://amzn.to/3mwXI9I

My Mic : https://amzn.to/34phfD0

My Tripod : https://amzn.to/3r4HeJA

My Ring Light : https://amzn.to/3gZz00F

Join Facebook group :
https://www.facebook.com/groups/410222213093826/?ref=bookmarks

Follow on medium : https://medium.com/@amanrai77

Follow on quora: https://www.quora.com/profile/Aman-Kumar-601

Follow on twitter : @unfoldds

Get connected on LinkedIn : https://www.linkedin.com/in/aman-kumar-b4881440/

Follow on Instagram : unfolddatascience

Watch Introduction to Data Science full playlist here : https://www.youtube.com/watch?v=Zkyog5u1OGw&list=PLmPJQXJiMoUWXbjyedFTmXPzzoeMJV4fe

Watch python for data science playlist here:
https://www.youtube.com/watch?v=NTZkMI5tuh8&list=PLmPJQXJiMoUWtuekopnh4BhTFkDBvmhnC

Watch statistics and mathematics playlist here :
https://www.youtube.com/watch?v=iZ2r7aIwMbc&list=PLmPJQXJiMoUU52xCfjyoGRfoLCHKFtDxX

Watch End to End Implementation of a simple machine learning model in Python here:
https://www.youtube.com/watch?v=8PFt4Jin7B0&list=PLmPJQXJiMoUWKj26qv_Pw5Aofxncu84JB

Learn Ensemble Model, Bagging and Boosting here:
https://www.youtube.com/watch?v=fuO6QXAo-5M&list=PLmPJQXJiMoUWfMvIqAn0VI_LHlw4AmVrb

Build Career in Data Science Playlist:
https://www.youtube.com/watch?v=9pytkbvF8AU&list=PLmPJQXJiMoUWoG8fRUXPRcZec9LgdHmCL

Artificial Neural Network and Deep Learning Playlist:
https://www.youtube.com/watch?v=2-Cg_1FtHk8&list=PLmPJQXJiMoUVvvzXCBKSt0aA8A5NlryjV

Natural langugae Processing playlist:
https://www.youtube.com/watch?v=cs049uQWbpg&list=PLmPJQXJiMoUUSqSV7jcqGiiypGmQ_ogtb

Understanding and building recommendation system:
https://www.youtube.com/watch?v=juqpTaieIkA&list=PLmPJQXJiMoUWZeVfB5fle6dwyySg7xLMq

Access all my codes here:
https://drive.google.com/drive/folders/1XdPbyAc9iWml0fPPNX91Yq3BRwkZAG2M

Need personal mentorship from me? Fill this form and I will get back- https://docs.google.com/forms/d/1AcuamjqcAbVkWLN_RWdLMZbLYSGSfWMlJ8wn1VOpp3A/edit

Have a different question for me? Ask me here : https://docs.google.com/forms/d/1ccglokA_FicF3AirR-xllXauKZrzmngJoUptza1tPRE/edit

My Music: https://www.bensound.com/royalty-free-music

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Comment List

  • Unfold Data Science
    December 27, 2020

    It’s very good overview in simple words.I would say you would be the best speaker in this area in coming days.I have forwarded this video to my son who is UG data science student
    Thanks much

  • Unfold Data Science
    December 27, 2020

    Hi Could you please make a video on mathematics related courses or one or two books which is covering all concepts of data science for non mathematics background.

  • Unfold Data Science
    December 27, 2020

    sir is calculus imp in data science?? plz replay

  • Unfold Data Science
    December 27, 2020

    bro could you make how to implement statistical test in python as well as in R and also explain how to use them in real time scenario whether they are only for assumption or for implemention
    so that it will be very useful for beginners

  • Unfold Data Science
    December 27, 2020

    Hi sir, I want talk to you how to contact you please tell me

  • Unfold Data Science
    December 27, 2020

    Thanks Aman Thank you very much

  • Unfold Data Science
    December 27, 2020

    Thank you Aman! Will AWS certification be required for Data Scientist?

  • Unfold Data Science
    December 27, 2020

    Very interesting

  • Unfold Data Science
    December 27, 2020

    For someone from non CS background moving to DS, how do we overcome the exp gap in IT. As much as you try to hone skills but, the traditional methods where industry look for exp is quite challenging. Please make one vidoe for non cs professional & roadmap to set.

  • Unfold Data Science
    December 27, 2020

    Hi Aman, do you mean to say that in 2021 data engg and mlops are the composite skills expected from data scientist? Along with model building and training?

  • Unfold Data Science
    December 27, 2020

    Present your words in an document or like photos that will better understand for everyone

  • Unfold Data Science
    December 27, 2020

    you are always giving a good information sir

  • Unfold Data Science
    December 27, 2020

    can you please make a video on data landscape…

  • Unfold Data Science
    December 27, 2020

    Very nice information

  • Unfold Data Science
    December 27, 2020

    Great video for everyone

  • Unfold Data Science
    December 27, 2020

    Great info. Thank you.

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