Data Analytics for Beginners 2021 | Guide to Data Analysis with Python & SQL

Stay home, learn a new skill? In this video, I walk you through how to learn data analytics as a beginner: where to start, which analytics language to go for, the data analysis process, recommended data analytics courses and resources, tips for learning data analytics, and much more! Links to resources below.

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TIMESTAMPS:
00:00 Intro
00:03:11 Definition of Data Analytics and types of analytics
00:04:35 Differences between Data Analysts and Data Scientists
00:06:00 Why there's a huge demand for Data Analytics skills
00:07:42 The Data Analysis Process
00:12:49 Intro to SQL & Python
00:14:09 Pros and cons of SQL & Python for Data Analytics
00:16:11 My recommendations on which technology to use for analytics
00:17:56 Data Analytics project ideas
00:21:20 Course and learning platform recommendations
00:28:59 Additional tips and resources for learning and practice

COURSES*:
Udemy: Ultimate SQL Bootcamp: https://bit.ly/2OWZl6b
Datacamp: https://www.datacamp.com
Coursera:
- Data Analysis with Python: https://bit.ly/3cgNU1U
- Introduction to Data Analysis Using Excel: https://bit.ly/3d3XPad
- Data Visualization and Communication with Tableau: https://bit.ly/3tTBqTI

* Links in this section may be affiliate links. If you purchase through them, I may receive a small commission that helps me keep working on this channel. Thanks for your support!

RESOURCES:
Edureka! Youtube Channel: https://www.youtube.com/user/edurekaIN
freeCodeCamp.org Youtube Channel: https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
Enki app: https://www.enki.com/
Stack Overflow: https://www.stackoverflow.com
W3Schools: https://www.w3schools.com
Makeover Monday: https://www.makeovermonday.co.uk/
Jupyter Notebooks: https://www.jupyter.org/

DATASETS:
Kaggle: https://www.kaggle.com
UN Open Data: https://data.un.org/explorer.aspx
EU Open Data: https://data.europa.eu/euodp/en/data

BOOKS:
Invisible Women - Exposing Data Bias in a World Designed for Men: https://amzn.to/364mA3T
Getting Started with SQL: https://amzn.to/2J6EtGa
Python for Data Analysis: https://amzn.to/33ei2G4

ARTICLES MENTIONED:
https://hbr.org/2020/02/boost-your-teams-data-literacy
https://hbr.org/2018/12/what-great-data-analysts-do-and-why-every-organization-needs-them
https://www.springboard.com/blog/data-analyst-vs-data-scientist/

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