16/01/2020 - learning resources for data analysis
so recently i have been learning about data analysis
learning resources
sql
w3schools sql reference
https://www.w3schools.com/sql/default.asp
free code camp sql walkthrough
https://www.youtube.com/watch?v=HXV3zeQKqGY
w3schools sql reference
https://www.w3schools.com/sql/default.asp
free code camp sql walkthrough
https://www.youtube.com/watch?v=HXV3zeQKqGY
udemy
kirill eremenko data science a-z
https://www.udemy.com/course/datascience/
- visualisation and analysis with tableau, tableau navigation, visual inspection by comparing baseline, applying chi square
- ETL with SQL (sql server), sql server, ssis + visual studio (SSDT-BI), QA tips, folder structure
- modeling with gretl
- storytelling and reporting
kirill eremenko data science a-z
https://www.udemy.com/course/datascience/
- visualisation and analysis with tableau, tableau navigation, visual inspection by comparing baseline, applying chi square
- ETL with SQL (sql server), sql server, ssis + visual studio (SSDT-BI), QA tips, folder structure
- modeling with gretl
- storytelling and reporting
pandas
corey schafer pandas playlist
https://www.youtube.com/watch?v=ZyhVh-qRZPA&list=PL-osiE80TeTsWmV9i9c58mdDCSskIFdDS
google colab pandas playground
https://colab.research.google.com/notebooks/mlcc/intro_to_pandas.ipynb
corey schafer pandas playlist
https://www.youtube.com/watch?v=ZyhVh-qRZPA&list=PL-osiE80TeTsWmV9i9c58mdDCSskIFdDS
google colab pandas playground
https://colab.research.google.com/notebooks/mlcc/intro_to_pandas.ipynb
google analytics
templates by other users
https://analytics.google.com/analytics/gallery/#landing/start/
templates by other users
https://analytics.google.com/analytics/gallery/#landing/start/
data analysis
avinash kaushik
DMMM - drafting a plan for action and targets
https://www.kaushik.net/avinash/digital-marketing-and-measurement-model/
lean analytics - running experiments on your hypothesis
https://www.kaushik.net/avinash/lean-analytics-cycle-metrics-hypothesis-experiment-act/
avinash kaushik
DMMM - drafting a plan for action and targets
https://www.kaushik.net/avinash/digital-marketing-and-measurement-model/
lean analytics - running experiments on your hypothesis
https://www.kaushik.net/avinash/lean-analytics-cycle-metrics-hypothesis-experiment-act/
books
web analytics 2.0 avinash kaushik
https://www.kaushik.net/avinash/web-analytics-2-0-avinash-kaushik/
articulating design decisions tom greever - great book on communication, arranging meetings and project management
https://www.uxmatters.com/mt/archives/2016/04/articulating-design-decisions.php
data and the numbers aswath damodaran
https://www.amazon.com/dp/B07KLNHQJX/ref=dp-kindle-redirect?_encoding=UTF8&btkr=1
web analytics 2.0 avinash kaushik
https://www.kaushik.net/avinash/web-analytics-2-0-avinash-kaushik/
articulating design decisions tom greever - great book on communication, arranging meetings and project management
https://www.uxmatters.com/mt/archives/2016/04/articulating-design-decisions.php
data and the numbers aswath damodaran
https://www.amazon.com/dp/B07KLNHQJX/ref=dp-kindle-redirect?_encoding=UTF8&btkr=1
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