Here’s a list of some excellent resources across various formats—books, YouTube channels, and blogs—that cover advanced statistics and probability theories: Books: 1. “Introduction to Probability” by Dimitri P. Bertsekas and John N. Tsitsiklis – A comprehensive introduction to probability, available for free in PDF form on MIT’s OpenCourseWare. – [Link to PDF](https://athenasc.com/probbook.html) 2. “Think Stats”…… Continue reading Resources on Advanced Statistics & Probability as per ChatGPT
Month: August 2024
How to tame the SEO beast with Liferay? Part 1.
Here are some keywords and concepts to explore: 1. Performance tuning – https://www.linkedin.com/pulse/performance-tuning-liferay-part-3-neil-harwani-nsoof/ 2. Performance options for pages & search in built in Liferay – -> https://learn.liferay.com/w/dxp/using-search/search-pages-and-widgets/search-insights –> https://learn.liferay.com/w/dxp/content-authoring-and-management/page-performance-and-accessibility/analyze-seo-and-accessibility-on-pages –> https://learn.liferay.com/w/dxp/content-authoring-and-management/page-performance-and-accessibility/about-the-page-audit-tool 3. SEO features in Liferay –> https://learn.liferay.com/w/dxp/site-building/optimizing-sites –> https://learn.liferay.com/w/dxp/site-building/displaying-content/using-display-page-templates/configuring-seo-and-open-graph 4. Set up your own monitoring (simple JMeter is a good start) and focus on…… Continue reading How to tame the SEO beast with Liferay? Part 1.
Keywords from my FPM journey – Part 2
Some of the keywords from my FPM journey – Part 2: Qualitative Comparative Analysis (QCA) Mixed method design with QCA Adanco PLSEM using R – free book ISLR – free book QCA types Proposal making for thesis Steps of QCA Necessity and sufficiency QCA focus & level Uses of QCA Types of hypotheses Behavioral sink…… Continue reading Keywords from my FPM journey – Part 2
Learnings from eMasters Data Science for Decision Making – IIT Gandhinagar – Part 1
Below are the learnings from eMasters Data Science for Decision Making – IIT Gandhinagar – Part 1. This needs to be an article in itself. You can find more details here about eDSDM here: e-Masters | IITGNX There is Mathematics for your AIML problem in feature engineering, preprocessing, evaluation metrics, models, errors, etc. and so…… Continue reading Learnings from eMasters Data Science for Decision Making – IIT Gandhinagar – Part 1
Returning to school / academics from industry
Below is an article summarizing some points that I have experienced when transitioning back to academics / school from industry. I have done academics (learning) part time which is study part time since 2011 onwards to achieve various goals in academics along with work in industry. Here is the summary of what it takes and…… Continue reading Returning to school / academics from industry