❤️BECOME GOOGLE CERTIFIED DATA ANALYST - For FREE❤️

1) Foundations: Data, Data, Everywhere
https://www.coursera.org/learn/foundations-data?specialization=google-data-analytics

2) Ask Questions to Make Data-Driven Decisions
https://www.coursera.org/learn/ask-questions-make-decisions?specialization=google-data-analytics

3) Prepare Data for Exploration
https://www.coursera.org/learn/data-preparation?specialization=google-data-analytics

4) Process Data from Dirty to Clean
https://www.coursera.org/learn/process-data?specialization=google-data-analytics

5) Analyze Data to Answer Questions
https://www.coursera.org/learn/analyze-data?specialization=google-data-analytics

6) Share Data Through the Art of Visualization
https://www.coursera.org/learn/visualize-data?specialization=google-data-analytics

7) Data Analysis with R Programming
https://www.coursera.org/learn/data-analysis-r?specialization=google-data-analytics

8) Google Data Analytics Capstone: Complete a Case Study
https://www.coursera.org/learn/google-data-analytics-capstone?specialization=google-data-analytics

❤️GET DATA SCIENCE JOB READY IN 6 STEPS - 5 Amazing Courses❤️

1) Python for Data Science – Course for Beginners
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2) SQL Tutorial - Full Database Course for Beginners
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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

❤️TOP 10 ONLINE DATA ENGINEERING COURSES - Basics To pro❤️

1) A Complete Course on Data Engineering
https://machinehack.com/bootcamps/633c19aa20ebf0e0f02ffcc5

2) Data Engineer with Python
https://app.datacamp.com/learn/career-tracks/data-engineer-with-python

3) Postgres for Data Engineers
https://www.dataquest.io/course/postgres-for-data-engineers/?rfsn=6350382.6e66921

4) Microsoft Azure for Data Engineering
https://www.coursera.org/learn/microsoft-azure-dp-203-data-engineering?specialization=microsoft-azure-dp-203-data-engineering

5) Introduction to Designing Data Lakes on AWS
https://www.coursera.org/learn/introduction-to-designing-data-lakes-in-aws

6) Foundations: Data, Data, Everywhere
https://www.coursera.org/learn/foundations-data?aid=true&specialization=google-data-analytics

7) Google Cloud Big Data and Machine Learning Fundamentals
https://www.coursera.org/learn/gcp-big-data-ml-fundamentals?specialization=gcp-data-machine-learning

8) Big Data and Hadoop Essentials
https://bit.ly/3W8dZFm

9) Data Engineering Course
https://bit.ly/3f7sbxy

10) Data Engineering ETL, Web Scraping, Big Data, SQL, Power BI
https://bit.ly/3WaoRlV

❤️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

❤️BECOME DATA SCIENTIST WITH - Stanford Courses❤️

1) Introduction to Applied Linear Algebra
https://www.youtube.com/playlist?list=PLoROMvodv4rMz-WbFQtNUsUElIh2cPmN9

2) Statistical Learning
https://www.youtube.com/playlist?list=PLoROMvodv4rOzrYsAxzQyHb8n_RWNuS1e

3) Machine Learning
https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU

4) Deep Learning
https://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb

5) Natural Language Processing
https://www.youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ

6) Reinforcement Learning
https://www.youtube.com/playlist?list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u

❤️TOP 10 REMOTE DATA SCIENCE JOBS IN INDIA TO APPLY FOR RIGHT NOW !❤️

1) Remote Data Scientist Jobs- Turing
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2) Data Scientist Jobs in Bangalore- Turing
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3) WFH Data Scientist Jobs in Hyderabad- Turing
https://bit.ly/3ztM7BO

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
https://bit.ly/3sHZGtz

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

❤️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

❤️TOP 05 WEBSITES TO FIND FREELANCE JOBSIn Data Science & ML❤️

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

2) Toptal
https://t.co/2i2K7llMMx

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

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

5) Lemon IO
https://t.co/Ap40rlbnQ7

❤️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

❤️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

❤️THE BEST COURSES TO GET STARTED IN ML - All FREE Courses❤️

1) CS50p: Intro to Python
https://t.co/ucm0Jbylq3

2) Machine Learning Coursera
https://t.co/yEi82fj9Yk

3) Deep Learning for coders
https://t.co/fqfKcjpYbd

Automated Machine Learning: Methods, Systems, Challenges amzn.to/3h2qp1j

Metalearning: Applications to Automated Machine Learning and Data Mining amzn.to/3DCcCpI

Programming for Computations - Python: A Gentle Introduction to Numerical Simulations amzn.to/3Nzipks

Python Programming: Your Advanced Guide amzn.to/3UroPER

Machine Learning, Neural And Statistical Classification: Artificial Intelligence amzn.to/3fDIceO

Machine Learning For Absolute Beginners: A Plain English Introduction amzn.to/3sTXDT8

❤️BECOME DTA SCIENCE MASTER FOR FREE - Top FREE Resources❤️

1) Linear Algebra & Statistics
http://khanacademy.org

2) Python & SQL
http://w3schools.com

3) Machine Learning & Deep Learning
http://deeplearning.ai

4) MLOps
http://madewithml.com

5) Practice
http://Kaggle.com

❤️TOP 10 DATA SCIENCE INTERNSHIPS - To Apply Today!❤️

1) Machine Learning Intern at Corizo
https://in.linkedin.com/jobs/view/machine-learning-intern-at-corizo-3341091867?refId=XaAu2%2FVkTHR0O06oSqHOFQ%3D%3D&trackingId=8j2xs7ct%2F8GOiDr8kX8mEw%3D%3D&position=5&pageNum=0&trk=public_jobs_jserp-result_search-card


2) Machine Learning Training + Intern at Teachnook
https://in.linkedin.com/jobs/view/machine-learning-training-%2B-intern-at-teachnook-3335918639?refId=XaAu2%2FVkTHR0O06oSqHOFQ%3D%3D&trackingId=bN4YNaxNJW3A8%2Bp8QTVXpw%3D%3D&position=7&pageNum=0&trk=public_jobs_jserp-result_search-card

3) Machine Learning Trainee at MedTourEasy
https://in.linkedin.com/jobs/view/machine-learning-trainee-at-medtoureasy-3313528977?refId=uAWY8vr%2FUlMg5JsJsHxbzg%3D%3D&trackingId=rSjUGy6zoEk14dJ7t1y2Dg%3D%3D&trk=public_jobs_similar-jobs

4) Data Scientist Intern – Machine Learning and Algorithms (Risk Management) at Binance
https://in.linkedin.com/jobs/view/data-scientist-intern-machine-learning-and-algorithms-risk-management-at-binance-3311060289?refId=uAWY8vr%2FUlMg5JsJsHxbzg%3D%3D&trackingId=qHMUw59gFplFGAT0YHzH%2FA%3D%3D&trk=public_jobs_similar-jobs

5) Artificial Intelligence/Machine Learning Development Internship at Indian Institute Of Technology, Bombay
https://internshala.com/internship/detail/artificial-intelligence-machine-learning-development-internship-in-mumbai-at-indian-institute-of-technology-bombay1666352808

6) Machine Learning Internship at Suvidha Foundation
https://internshala.com/internship/detail/machine-learning-work-from-home-job-internship-at-suvidha-foundation1667406759

7) Machine Learning Internship at Society For Health And Medical Technology
https://internshala.com/internship/detail/machine-learning-work-from-home-job-internship-at-society-for-health-and-medical-technology1667367603

8) Machine Learning Mentorship/Internship at Codersarts
https://internshala.com/internship/detail/machine-learning-mentorship-work-from-home-job-internship-at-codersarts1667370336

9) Machine Learning Internship at KUKbit Software Lab
https://internshala.com/internship/detail/machine-learning-work-from-home-job-internship-at-kukbit-software-lab1667018887

10) Machine Learning Internship at OtakuKart
https://internshala.com/internship/detail/machine-learning-work-from-home-job-internship-at-otakukart1667146171

❤️GET DATA SCIENCE REMOTE JOBS THAT PAYS UPTO $150K! - Apply Today!❤️

1) Decentral, US
https://t.co/c7BcEoQfo5

2) Weights & Biases, US
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3) Neo Cybernetica
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4) Generally Intelligent
https://t.co/GjCZ3YMqTK

5) Light, Europe
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6) Paleo
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7) Growthday, US
https://t.co/U0BxfBQHQJ