Data Science Brain
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Click below for the FREE BOOK

https://jakevdp.github.io/PythonDataScienceHandbook/
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❀️TOP FREE SQL COURSES FOR DATA SCIENCE - To Kickstart Your DS Journey❀️

1) Intro to Relational Database
https://www.udacity.com/course/intro-to-relational-databases--ud197

2) SQL 101 - A Beginner Guide to SQL
https://www.udemy.com/course/sql-101-a-beginners-guide-to-sql/

3) Oracle SQL - A Complete Introduction
https://www.udemy.com/course/introduction-to-oracle-sql/

4) Introduction to Databases & SQL Querying
https://www.udemy.com/course/introduction-to-databases-and-sql-querying/

5) SQL Foundations
https://www.udemy.com/course/sql-essentials-for-beginners/
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❀️BEST BOOKS TO LEARN DATA SCIENCE Download all in Telegram!❀️

1) An Introduction to Statistical Learning
https://b-ok.asia/book/16896504/474fcc

2) Deep Learning By Ian Goodfellow
https://www.deeplearningbook.org/

3) Approaching almost any ML Problem
https://b-ok.asia/book/5704154/f37543

4) ML Design Pattens
https://b-ok.asia/book/11956607/78b26c

5) Deep Learning with Python
https://b-ok.asia/book/12267244/85f780

6) Dive into Deep Learning
https://d2l.ai/
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❀️BECOME MICROSOFT CERTIFIED DATA SCIENTIST - For FREE❀️

1) Create machine learning models
https://learn.microsoft.com/en-us/training/paths/create-machine-learn-models/

2) Microsoft Azure AI Fundamentals: Explore visual tools for machine learning
https://learn.microsoft.com/en-us/training/paths/create-no-code-predictive-models-azure-machine-learning/

3) Build and operate machine learning solutions with Azure Machine Learning
https://learn.microsoft.com/en-us/training/paths/build-ai-solutions-with-azure-ml-service/

4) Build and operate machine learning solutions with Azure Databricks
https://learn.microsoft.com/en-us/training/paths/build-operate-machine-learning-solutions-azure-databricks/

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View the Complete Certification DetailsπŸ‘‡
https://learn.microsoft.com/en-us/certifications/azure-data-scientist/
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❀️LEARN MACHINE LEARNING FOR $0 Using AMAZING - freeCodeCamp Courses❀️

1) Machine Learning Course for Beginners
https://www.youtube.com/watch?v=NWONeJKn6kc&t=34325s

2) Machine Learning for Everybody – Full Course
https://www.youtube.com/watch?v=i_LwzRVP7bg

3) TensorFlow 2.0 Complete Course
https://www.youtube.com/watch?v=tPYj3fFJGjk

4) PyTorch for Deep Learning & Machine Learning – Full Course
https://www.youtube.com/watch?v=V_xro1bcAuA

5) Python for Data Science - Course for Beginners (Learn Python, Pandas, NumPy, Matplotlib)
https://www.youtube.com/watch?v=LHBE6Q9XlzI&t=1s
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❀️BECOME MICROSOFT CERTIFIED DATA ANALYST - For FREE❀️

1) Get started with Microsoft data analytics
https://learn.microsoft.com/en-us/training/paths/data-analytics-microsoft/

2) Prepare data for analysis
https://learn.microsoft.com/en-us/training/paths/prepare-data-power-bi/

3) Model data in Power BI
https://learn.microsoft.com/en-us/training/paths/model-power-bi/

4) Visualize data in Power BI
https://learn.microsoft.com/en-us/training/paths/visualize-data-power-bi/

5) Data analysis in Power BI
https://learn.microsoft.com/en-us/training/paths/perform-analytics-power-bi/

6) Exam PL-300: Microsoft Power BI Data Analyst
https://learn.microsoft.com/en-us/certifications/exams/pl-300

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View the Complete Certification DetailsπŸ‘‡
https://learn.microsoft.com/en-us/certifications/power-bi-data-analyst-associate/
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❀️GET DATA SCIENCE JOB READY IN 6 STEPS - 5 Amazing Courses❀️

1) Python for Data Science – Course for Beginners
https://t.co/4gIhqARi1T

2) SQL Tutorial - Full Database Course for Beginners
https://t.co/Kcal33bDnm

3) Take Kaggle's exercise-based course for data science
https://t.co/nbRnQMCmH0

4) Learn statistics for data science with IBM's free course.
https://t.co/4l7tQAmiUP

5) IBM Data Science Professional Certificate
https://t.co/hqg96Kn0GH

6) Build a portfolio
https://www.kdnuggets.com/2021/10/strong-data-science-portfolio-as-beginner.html
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❀️DATA SCIENCE CHEAT SHEETS FOR FREE - Pandas, NumPy, Scikit-Learn, etc..❀️

1) Pandas Cheat Sheet for Data Science in Python
https://www.datacamp.com/cheat-sheet/pandas-cheat-sheet-for-data-science-in-python

2) Scikit-Learn Cheat Sheet: Python Machine Learning
https://www.datacamp.com/cheat-sheet/scikit-learn-cheat-sheet-python-machine-learning

3) NumPy Cheat Sheet: Data Analysis in Python
https://www.datacamp.com/cheat-sheet/numpy-cheat-sheet-data-analysis-in-python

4) Machine Learning Cheat Sheet
https://www.datacamp.com/cheat-sheet/machine-learning-cheat-sheet

5) SQL Basics Cheat Sheet
https://www.datacamp.com/cheat-sheet/sql-basics-cheat-sheet

6) Python for Data Science - A Cheat Sheet for Beginners
https://www.datacamp.com/cheat-sheet/python-for-data-science-a-cheat-sheet-for-beginners

7) Git Cheat Sheet
https://www.datacamp.com/cheat-sheet/git-cheat-sheet
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❀️TOP 10 REMOTE DATA SCIENCE JOBS IN INDIA TO APPLY FOR RIGHT NOW !❀️

1) Remote Data Scientist Jobs- Turing
https://bit.ly/3SJfiYt

2) Data Scientist Jobs in Bangalore- Turing
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3) WFH Data Scientist Jobs in Hyderabad- Turing
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4) Lead Data Analyst(FinTech)- Tide
https://bit.ly/3zsSu8q

5) Data Science Intern | WFH/Remote-Techno Compass Consulting Private Limited
https://bit.ly/3zwU0q3

6) Analyst – Data Foundation-General Mills:
https://bit.ly/3TPdvT3

7) Remote Data Wrangling/Data Science Expert Jobs-Turing
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8) Remote Machine Learning Data Scientist Jobs -Turing
https://bit.ly/3sHZWIZ

9) Remote Data Analytics/Operations Engineer Jobs-Turing
https://bit.ly/3NlO5K9

10) Senior Product Manager – Data Platform- Tide
https://boards.greenhouse.io/tide
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❀️TOP 05 DEEP LEARNING COURSES ON YOUTUBE The Best You Can Get ❀️

1) Complete Deep Learning - Krish Naik
https://www.youtube.com/watch?v=YFNKnUhm_-s&list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi

2) Deep Learning With Tensorflow 2.0, Keras and Python - codebasics
https://www.youtube.com/watch?v=Mubj_fqiAv8&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO

3) MIT 6.S191: Introduction to Deep Learning - Alexander Amini
https://www.youtube.com/watch?v=7sB052Pz0sQ&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI

4) Deep Learning - NPTEL-NOC IITM
https://www.youtube.com/channel/UCYa1WtI-vb_bx-anHdmpNfA

5) Stanford CS230: Deep Learning | Autumn 2018 - Stanford Online
https://www.youtube.com/user/stanfordonline
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❀️TOP 05 WEBSITES TO FIND FREELANCE JOBSIn Data Science & ML❀️

1) Upwork
https://t.co/TGjn52BQru

2) Toptal
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3) Outvise
https://t.co/jsIZbsgqMn

4) Gigged AI
https://t.co/5ZmcsLkPCa

5) Lemon IO
https://t.co/Ap40rlbnQ7
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❀️LEARN MATH FOR ML FOR FREE USING 07 - Amazing YouTube Playlists❀️

1) A friendly introduction to linear algebra by TensorFlow
https://www.youtube.com/watch?v=LlKAna21fLE

2) Essence of Calculus playlist by 3blue1brown
https://t.co/YZIKoSgOCL

3) Essence of Linear algebra playlist by 3blue1brown
https://t.co/SSVIkX9kHn

4) Nueral nets foundations
https://t.co/I5xPVwXrSm

5) Linear algebra by Gilbert Stange
https://t.co/V2GMNBb1R5

6) Statistics by Khan academy
https://t.co/rszRuUvAWT

7) Probability by Khan academy
https://t.co/dUayWaMQlW
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❀️LEARN NLP FOR FREE USING UDEMY COURSES - Top 06 FREE NLP Courses❀️

1) Natural language processing with Case Study
https://t.co/bLRBpv4aSA

2) Beginners guide to NLP
https://t.co/j41d7Ci8jV

3) Introdution to NLP
https://t.co/K6P7T91jzw

4) NLP programming for everyday life
https://t.co/cJZPU1UiBy

5) Becoming an NLP practitioner
https://t.co/bvfoHEq9oj

6) 10 NLP techniques
https://t.co/k69eYyxtnT
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