Become a Data Analyst | Learn the Skills, Practice, and Land Your Next Paid Job
There’s never been a better time to learn data analytics. The job opportunities span multiple industries and the nature of the job often allows for remote work flexibility & even self-employment.
There’s never been a better time to learn data analytics. The job opportunities span multiple industries and the nature of the job often allows for remote work flexibility & even self-employment.
Data Analytics is rapidly becoming one of the most critical drivers for any decision-making, at an individual and a business level. To jump-start this journey of data analytics one must thoroughly understand the fundamentals of analytics.
Why Choose a Career as a Data Analytics?
🔹️Very high average salaries
🔹️Fast-growing industry with skilled workers in demand
🔹️Lots of room for career advancement
🔹️Lots of great learning resources — it’s easier than ever to learn everything you need to get a job in data
🔹️Very high average salaries
🔹️Fast-growing industry with skilled workers in demand
🔹️Lots of room for career advancement
🔹️Lots of great learning resources — it’s easier than ever to learn everything you need to get a job in data
analytics from the comfort of your own home!
🔹️Satisfying and challenging day-to-day work that’s focused on problem-solving.
🔹️(Often) a good mix of technical work and interpersonal communication work.
🔹️Satisfying and challenging day-to-day work that’s focused on problem-solving.
🔹️(Often) a good mix of technical work and interpersonal communication work.
1. Learning Python for Data Analysis and Visualization
Learn python and how to use it to analyze,visualize and present data. Includes tons of sample code and hours of video!
udemy.com
Learn python and how to use it to analyze,visualize and present data. Includes tons of sample code and hours of video!
udemy.com
2. Google Data Analytics Certificate
Get started in the high-growth field of data analytics with a professional certificate from Google. Learn job-ready skills that are in demand, like how to analyze and process data to gain key business insights.
grow.google
Get started in the high-growth field of data analytics with a professional certificate from Google. Learn job-ready skills that are in demand, like how to analyze and process data to gain key business insights.
grow.google
3. Introduction to Data Analytics, offered by IBM (Coursera)
coursera.org
coursera.org
4. Tableau is hands down the easiest way to get visual insights from data. Learn it. They have free tutorials and a free product.
tableausoftware.com
tableausoftware.com
tableausoftware.com
tableausoftware.com
tableausoftware.com/learn/training
Free Training Videos - 2023.1
Watch short demos of key new functionalities. (5 mins) Watch all the analyst based features from pas...
tableausoftware.com/public/
Discover
Explore stunning data visualizations and the talented community that creates them on Tableau Public.
5. Complete Machine Learning & Data Science Bootcamp 2022
Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more!
udemy.com
Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more!
udemy.com
6. IBM Data Analyst Professional Certificate
Unlock your potential in data analytics. Build job-ready skills for an in-demand career as a data analyst. No degree or prior experience required.
coursera.org
Unlock your potential in data analytics. Build job-ready skills for an in-demand career as a data analyst. No degree or prior experience required.
coursera.org
7. Probability and Statistics: To p or not to p?
Topics: quantifying uncertainty with probability, descriptive statistics, point & interval estimation of means and proportions, the basics of hypothesis testing, and a selection of multivariate applications.coursera.org
Topics: quantifying uncertainty with probability, descriptive statistics, point & interval estimation of means and proportions, the basics of hypothesis testing, and a selection of multivariate applications.coursera.org
8. Become a Data Analyst!
Learn the skills you need to work as a data analyst today. Sign up for a free account and get access to free interactive Python, R, and SQL course content.
app.dataquest.io
Learn the skills you need to work as a data analyst today. Sign up for a free account and get access to free interactive Python, R, and SQL course content.
app.dataquest.io
9. AWS Machine Learning Foundations Course
Learn what machine learning is and the steps involved in building and evaluating models. Gain in demand skills needed at businesses working to solve challenges with AI.
udacity.com
Learn what machine learning is and the steps involved in building and evaluating models. Gain in demand skills needed at businesses working to solve challenges with AI.
udacity.com
10. Data Analytics Course | EDUCBA
This Free Online Data Analytics Course is intended for attendees interested in learning python with visualizations, looking to make a career in data science, data analysts.
educba.com
This Free Online Data Analytics Course is intended for attendees interested in learning python with visualizations, looking to make a career in data science, data analysts.
educba.com
11. Learn Data Analytics for Beginners - Free Introductory Course | SimpliLearn
Learn data analytics and data science methodologies through this program and drive better business decisions.
simplilearn.com
Learn data analytics and data science methodologies through this program and drive better business decisions.
simplilearn.com
12. Get a free data analytics short course | Careerfoundry
🔹️Get an intro to data, try exercises, and learn about career change
🔹️Receive 5 daily lessons that take around 15 minutes each
🔹️Find out if data analytics is right for you
careerfoundry.com
🔹️Get an intro to data, try exercises, and learn about career change
🔹️Receive 5 daily lessons that take around 15 minutes each
🔹️Find out if data analytics is right for you
careerfoundry.com
13. Introductory Data Science Courses | Dataquest
Get the data experience you need as you learn.
Write and validate code with hands-on learning.
Reinforce your knowledge with practice problems.
Apply your new skills with guided projects.
dataquest.io
Get the data experience you need as you learn.
Write and validate code with hands-on learning.
Reinforce your knowledge with practice problems.
Apply your new skills with guided projects.
dataquest.io
14. Google Analytics Academy
Analytics Academy helps you learn about Google's measurement tools so that you can grow your business through intelligent data collection and analysis.
analytics.google.com
Analytics Academy helps you learn about Google's measurement tools so that you can grow your business through intelligent data collection and analysis.
analytics.google.com
15. The w3school SQL tutorial
The SQL tutorial will teach you how to use SQL in: MySQL, SQL Server, MS Access, Oracle, Sybase, Informix, Postgres, and other database systems.
w3schools.com
The SQL tutorial will teach you how to use SQL in: MySQL, SQL Server, MS Access, Oracle, Sybase, Informix, Postgres, and other database systems.
w3schools.com
16. Data Science: Machine Learning
Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.
pll.harvard.edu
Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.
pll.harvard.edu
17. Data Science: Linear Regression
Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.
pll.harvard.edu
Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.
pll.harvard.edu
18. Data Science: Wrangling
Learn to process and convert raw data into formats needed for analysis.
pll.harvard.edu
Learn to process and convert raw data into formats needed for analysis.
pll.harvard.edu
19. Learn to code for data analysis | OpenLearn
Start this free course now. Just create an account and sign in. Enrol and complete the course for a free statement of participation or digital badge if available.
open.edu
Start this free course now. Just create an account and sign in. Enrol and complete the course for a free statement of participation or digital badge if available.
open.edu
20. Exploratory Data Analysis
This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more complex statistical models.
coursera.org
This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more complex statistical models.
coursera.org
21. Fundamentals of Data Analytics | LEAPS
Get started with this applied course focusing on the building blocks of analytics and statistics. The multi dimensional course provides 12 hands on data cases across different domains and techniques.
leaps.analyttica.com
Get started with this applied course focusing on the building blocks of analytics and statistics. The multi dimensional course provides 12 hands on data cases across different domains and techniques.
leaps.analyttica.com
22. Data Analyst with R
Gain the analytical skills you need to open the door to a new career as a data analyst. No coding experience required.
datacamp.com
Gain the analytical skills you need to open the door to a new career as a data analyst. No coding experience required.
datacamp.com
23. Statistics with Python Specialization
Practical and Modern Statistical Thinking For All. Use Python for statistical visualization, inference, and modeling.
coursera.org
Practical and Modern Statistical Thinking For All. Use Python for statistical visualization, inference, and modeling.
coursera.org
24. Python.org offers also sorts of useful tutorials and a lengthy beginner’s guide. If you still can’t find the answers you’re looking for, check out the sites’ community forums, where community members are happy to answer any question you might have.
25. KPMG Data Analytics Consulting Virtual Internship
Take the mystery out of big data and learn what it’s like to produce business results with the KPMG data analytics team. You'll build skills required to excel as a Data Analytics Consultant.
theforage.com
Take the mystery out of big data and learn what it’s like to produce business results with the KPMG data analytics team. You'll build skills required to excel as a Data Analytics Consultant.
theforage.com
26. Power BI for Beginners
This free course takes you through desktop layouts, BI reports, dashboards, Power BI DAX commands, and functions. This free course will help you understand how to use Power BI tools to analyze data, create datasets, and more.
simplilearn.com
This free course takes you through desktop layouts, BI reports, dashboards, Power BI DAX commands, and functions. This free course will help you understand how to use Power BI tools to analyze data, create datasets, and more.
simplilearn.com
27. Free Course to learn Tableau
Get started with your career in analytics by learning Tableau. This free Tableau training helps you to build visualizations, organize data, and design dashboards to facilitate more data-driven business decisions.
simplilearn.com
Get started with your career in analytics by learning Tableau. This free Tableau training helps you to build visualizations, organize data, and design dashboards to facilitate more data-driven business decisions.
simplilearn.com
28. Finding patterns in data sets
We can use Google Trends to research the popularity of "data science", a new field that combines statistical data analysis and computational skills.
khanacademy.org
We can use Google Trends to research the popularity of "data science", a new field that combines statistical data analysis and computational skills.
khanacademy.org
29. Statistics and Probability | Khan Academy
It's signature short and easy-to-digest videos can serve as a great primer for anyone totally new to the world of data analytics, particularly on the programming side.
khanacademy.org
It's signature short and easy-to-digest videos can serve as a great primer for anyone totally new to the world of data analytics, particularly on the programming side.
khanacademy.org
30. Data Analytics Crash Course |freeCodeCamp
You will get a basic understanding of the workings of Python to the point where you can confidently find and manipulate data sources and use a Jupyter environment to derive insights from your data.
youtu.be
You will get a basic understanding of the workings of Python to the point where you can confidently find and manipulate data sources and use a Jupyter environment to derive insights from your data.
youtu.be
31. TEACH YOURSELF DATA ANALYTICS IN 30 DAYS
The real learning will only come when you build your own Python/Jupyter environment and then try to figure out why simple commands aren’t running the way they should.
stories.thedataproject.net
The real learning will only come when you build your own Python/Jupyter environment and then try to figure out why simple commands aren’t running the way they should.
stories.thedataproject.net
32. Cognitive Class by IBM
This could be a great resource for those wanting to make the jump from data analytics to data science.
Learn SQL and Relational Databases 101, Deep Learning Fundamentals, NoSQL and DBaaS 101, Data Visualization with R.
cognitiveclass.ai
This could be a great resource for those wanting to make the jump from data analytics to data science.
Learn SQL and Relational Databases 101, Deep Learning Fundamentals, NoSQL and DBaaS 101, Data Visualization with R.
cognitiveclass.ai
33. Learn Data Science for Free | Flatiron School
Our free data science lessons are a great place to start learning about interpreting and manipulating data, why it’s important, and how these skills are used to help organizations and businesses.
flatironschool.com
Our free data science lessons are a great place to start learning about interpreting and manipulating data, why it’s important, and how these skills are used to help organizations and businesses.
flatironschool.com
34. Free Online Data Analyst training courses | Reed UK
reed.co.uk
reed.co.uk
35. Excel to MySQL: Analytic Techniques for Business Specialization (Coursera)
With plenty of hands-on projects, this course by Duke University will teach you how to answer business questions with data.
coursera.org
With plenty of hands-on projects, this course by Duke University will teach you how to answer business questions with data.
coursera.org
36. Data for Better Lives: A New Social Contract
Explore the 2021 World Development Report & how data can be used for advancing development outcomes. Learn about the principles of a new social contract for data & data governance needed to transform lives.
edx.org
Explore the 2021 World Development Report & how data can be used for advancing development outcomes. Learn about the principles of a new social contract for data & data governance needed to transform lives.
edx.org
37. Data Analytics - Mining and Analysis of Big Data | Alison
Learn how to analyse big data using mining and clustering techniques, in this free online big data analytics course.
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Learn how to analyse big data using mining and clustering techniques, in this free online big data analytics course.
#event=login" target="_blank" rel="noopener" onclick="event.stopPropagation()">alison.com
38. Diploma in Machine Learning with R studio
#event=login" target="_blank" rel="noopener" onclick="event.stopPropagation()">alison.com
#event=login" target="_blank" rel="noopener" onclick="event.stopPropagation()">alison.com
40. Data Analyst Nanodegree Program | Udacity
Use Python, SQL, and statistics to uncover insights, communicate critical findings, and create data-driven solutions.
udacity.com
Use Python, SQL, and statistics to uncover insights, communicate critical findings, and create data-driven solutions.
udacity.com
41. Microsoft Future Ready: Ethics and Law in Data and Analytics
Understand the ethics and laws surrounding AI and Analytical tools including data sharing and privacy.
futurelearn.com
Understand the ethics and laws surrounding AI and Analytical tools including data sharing and privacy.
futurelearn.com
Great Places to Find Free Datasets for Your Next Project
If you’re looking for a job in data analytics, you’ll need a portfolio to demonstrate your expertise. Of course, if you’re new to data analytics, you probably don’t have much expertise! Not to worry.careerfoundry.com
If you’re looking for a job in data analytics, you’ll need a portfolio to demonstrate your expertise. Of course, if you’re new to data analytics, you probably don’t have much expertise! Not to worry.careerfoundry.com
![10 Great Places To Find Open, Free Datasets [2023 Guide]](https://pbs.twimg.com/news_img/1632568358158606336/HsuDhiFE?format=jpg&name=orig)
How to Become a Data Analyst
There are actually 4 types of data analytics that are important for data analysts to use to allow organizations to make well-informed decisions (descriptive, diagnostic, predictive, and prescriptive analytics).
codingbootcamps.io
There are actually 4 types of data analytics that are important for data analysts to use to allow organizations to make well-informed decisions (descriptive, diagnostic, predictive, and prescriptive analytics).
codingbootcamps.io
Everything you need to know about leveling up your Data Analyst career
Data Analytics is one of the most widely applicable professions across the business and tech world. codingbootcamps.io
Data Analytics is one of the most widely applicable professions across the business and tech world. codingbootcamps.io
The High Paying Side Hustles for Data Scientists
Learn about some unconventional ways to boost your income by freelancing, contracting, copywriting, career counseling, and consultancy.
kdnuggets.com
Learn about some unconventional ways to boost your income by freelancing, contracting, copywriting, career counseling, and consultancy.
kdnuggets.com
How to Build an Impressive Data Analytics Portfolio
springboard.com
springboard.com
How to Build a Data Analyst Portfolio: Tips for Success
Learn how to build a winning data analytics portfolio, even with no prior job experience.
coursera.org
Learn how to build a winning data analytics portfolio, even with no prior job experience.
coursera.org
Some inspiration for your data analytics portfolio:
Whether you’re a newly qualified data analyst or a seasoned data scientist, you’ll need a portfolio that pops.
careerfoundry.com
Whether you’re a newly qualified data analyst or a seasoned data scientist, you’ll need a portfolio that pops.
careerfoundry.com
![9 Data Analytics Portfolio Examples [2023 Edition]](https://pbs.twimg.com/news_img/1646517687672279040/f-8qLfLV?format=jpg&name=orig)
Data Analyst Resume Examples
Do you have the right skills? How do you stand out from the crowd, and how can you prove it?
beamjobs.com
zety.com
resumeworded.com
resumegenius.com
hiration.com
hiration.com
Do you have the right skills? How do you stand out from the crowd, and how can you prove it?
beamjobs.com
zety.com
resumeworded.com
resumegenius.com
hiration.com
hiration.com
beamjobs.com/resumes/data-a…
11 Data Analyst Resume Examples for 2022
Building your data analyst career? Our data analyst resume samples & writing guide are proven to hel...
zety.com/blog/data-anal…
Data Analyst Resume Examples for 2023 (Entry Level - Senior)
A complete guide to writing a resume for data analyst. +20 examples to show you how to write a data...
resumeworded.com/data-analyst-r…
13 Data Analyst Resume Examples for 2022 | Resume Worded
Real examples and templates of Data Analyst resumes, updated for your 2022 job search. Download them...
resumegenius.com/resume-samples…
hiration.com/blog/data-anal…
25 Websites to Find Data Science Jobs
springboard.com
springboard.com
The Best Way to Find Data Science Jobs
🔹️Browse online job boards
🔹️Search company websites
🔹️Network on social media platforms and email
🔹️Meet at conferences and events
🔹️Join a community of data scientists & analysts.
Follow @Momentswithbren
safegraph.com
🔹️Browse online job boards
🔹️Search company websites
🔹️Network on social media platforms and email
🔹️Meet at conferences and events
🔹️Join a community of data scientists & analysts.
Follow @Momentswithbren
safegraph.com
Embarking on a Data Analytics Career
I hope these resources and career guides help you to expand your skills, improve in-job competitiveness, switch career paths or seek new employment opportunities in the data & information technology sectors.
Udo!
#Learnwithbren
#techtwitter
I hope these resources and career guides help you to expand your skills, improve in-job competitiveness, switch career paths or seek new employment opportunities in the data & information technology sectors.
Udo!
#Learnwithbren
#techtwitter
The Applied Data Science Lab by @worldquantu. You will learn how to query different types of databases, clean messy data, build predictive models for regression and classification, create compelling visualizations for project stakeholders.
It is FREE!
wqu.edu
It is FREE!
wqu.edu
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