Data Science Brain

Python http://freecodecamp.org/learn/scientific-computing-with-python/ SQL http://openclassrooms.com/courses/2071486-retrieve-data-using-sql Excel http://simplilearn.com/learn-business-analytics-excel-fundamentals-skillup PowerBI http://openclassrooms.com/courses/7434291-create-dashboards-with-powerbi Tableau http://openclassrooms.com/courses/5873606-create-dashboards-with-tableau Mathematics (Statistics) matlabacademy.mathworks.com Data Analysis http://cognitiveclass.ai/courses/data-analysis-python Data Visualization http://cognitiveclass.ai/courses/data-visualization-python Data Cleaning http://kaggle.com/learn/data-cleaning Machine Learning http://simplilearn.com/learn-machine-learning-algorithms-free-course-skillup Deep Learning https://www.kaggle.com/learn/intro-to-deep-learning

1. Python - http://cs50.harvard.edu/python/2022/ 2. Linear Algebra & Statistics - http://khanacademy.org 3. SQL - http://sqlbolt.com 4. Machine Learning - http://deeplearning.ai 5. MLOps - http://madewithml.com 6. Practice - http://Kaggle.com

Top 08 Data Engineering Courses 1. Professional Certificate in Data Engineering - edx https://www.edx.org/professional-certificate/ibm-data-engineering 2. Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate - Coursera https://www.coursera.org/professional-certificates/gcp-data-engineering 3. Data Engineer with Python - DataCamp https://www.datacamp.com/tracks/data-engineer-with-python 4. Data Engineer Career Path - DataQuest https://www.dataquest.io/path/data-engineering/ 5. Data Engineering with AWS - Udacity https://www.udacity.com/course/data-engineer-nanodegree--nd027 6. Data Warehouse Fundamentals for Beginners - Udemy https://www.udemy.com/course/data-warehouse-fundamentals-for-beginners/ 7. Taming Big Data with Apache Spark and Python – Hands On! - Udemy https://www.udemy.com/course/taming-big-data-with-apache-spark-hands-on/ 8. Introduction to Designing Data Lakes on AWS - Coursera https://www.coursera.org/learn/introduction-to-designing-data-lakes-in-aws 3 FREE Courses 1. Data Engineering for Everyone - DataCamp https://www.datacamp.com/courses/data-engineering-for-everyone 2. Data Engineering Zoomcamp https://github.com/DataTalksClub/data-engineering-zoomcamp 3. AWS Data Engineering Tutorial for Beginners https://www.youtube.com/watch?v=ckQ7d6ca2J0

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FREE Resources To Learn Tableau -------------------------------------- 1. Free Training Videos - Tableau Blog https://www.tableau.com/learn/training/20202 2. Learn Tableau Desktop for Accurate Business Analysis - Udemy https://www.udemy.com/course/tableau-desktop-10-core-skills-for-business-users/ 3. Data Visualisation and Communication with Tableau - Coursera https://www.coursera.org/learn/analytics-tableau 4. Kickstarting Tableau - Udemy https://www.udemy.com/course/kickstarting-tableau/ 5. Data Visualisation with Tableau Specialisation - Coursera https://bit.ly/3LDw8q5 6. Learn Tableau - NYIM blog https://www.udemy.com/course/learn-tableau-fundamentals/ 7. Data Visualisation in Tableau - Udacity https://training-nyc.com/learn/tableau 8. Tableau Fundamentals for Aspiring Data Scientists - Udemy https://www.udacity.com/course/data-visualization-in-tableau--ud1006

FREE Resources To Learn Power BI -------------------------------------- 1. Microsoft Learn - Courses https://docs.microsoft.com/en-gb/learn/?WT.mc_id=sitertzn_homepage_learn-redirect-handsonlabs 2.Guy In A Cube - Videos https://guyinacube.com/ 3. Get Sh*t Done In Power BI - Videos https://www.absentdata.com/learn-power-bi-fast/ 4.Paul Turley’s SQL Server BI - Blogs https://sqlserverbi.blog/?s=power+bi&submit=Search 5. Phil Seamark On DAX - Blogs https://dax.tips/category/power-bi/ 6. BI Polar - Blogs https://ssbipolar.com/category/power-bi/ 7. ​​Chris Webb’s BI Blog - Blogs https://blog.crossjoin.co.uk/ 8. Power BI Weekly - Newsletter https://powerbiweekly.info/ 9. BI Focal - Podcast https://bifocal.show/