Data Science Brain

❤️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

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

❤️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

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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

❤️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

❤️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 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 https://bit.ly/3SOK4z4 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

❤️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

❤️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

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

❤️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

❤️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

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

❤️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

❤️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 ---------------------- View the Complete Certification Details👇 https://learn.microsoft.com/en-us/certifications/power-bi-data-analyst-associate/

❤️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

❤️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/ ---------------------- View the Complete Certification Details👇 https://learn.microsoft.com/en-us/certifications/azure-data-scientist/

❤️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/