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
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
Mastering Data Series – Enterprise Content Management – Part 1
Here are the main points for Enterprise Content Management in Mastering Data series – Part 1 from architecture & technology perspective: Hierarchical object model to store content & documents with it’s attributes (extended and / or default) in the core engine Publishing module for content release to audience Portal for accessing these content Use cases:…… Continue reading Mastering Data Series – Enterprise Content Management – Part 1
Pointers to work with product support at Liferay – Part 1
Below pointers may help when working with Liferay support to cut response times: 1. How is the vanilla product behaving for your problem area? 2. What are the relevant database tables, source code and configurations saying? Discuss about this early on the ticket 3. Attach any video of the problem that you might have? 4.…… Continue reading Pointers to work with product support at Liferay – Part 1
Keywords from Day 5 of Online Workshop on Development and Deployment of AIoT based solution for Industrial Applications by NSUT, Delhi
Further to Day 1 & 2 / Day 3 & 4 keywords posted in the past as per the links here, below are the keywords for Day 5: Keywords from Day 1 & 2 of Online Workshop on Development and Deployment of AIoT based solution for Industrial Applications by NSUT, Delhi | LinkedIn, Keywords from…… Continue reading Keywords from Day 5 of Online Workshop on Development and Deployment of AIoT based solution for Industrial Applications by NSUT, Delhi
Keywords from Day 3 & 4 of Online Workshop on Development and Deployment of AIoT based solution for Industrial Applications by NSUT, Delhi
Further to Day 1 & 2 keywords given here: Keywords from Day 1 & 2 of Online Workshop on Development and Deployment of AIoT based solution for Industrial Applications by NSUT, Delhi | LinkedIn, here are the keywords and details for Day 3 & 4 below: Day 3: Speakers: Swagatam Das | LinkedIn Faizanuddin Ansari…… Continue reading Keywords from Day 3 & 4 of Online Workshop on Development and Deployment of AIoT based solution for Industrial Applications by NSUT, Delhi
Keywords from Day 1 & 2 of Online Workshop on Development and Deployment of AIoT based solution for Industrial Applications by NSUT, Delhi
Attending online “Five Days SERB sponsored Workshop on Development and Deployment of AIoT based solution for Industrial Applications” from 17th-21st June 2024 Organized by: Dept. of Computer Science & Engineering Netaji Subhas University of Technology, Delhi 110078, India www.nsut.ac.in Following Topics will be covered during the program. • Introduction to AIoT, Sensors, AIoT Use Cases.…… Continue reading Keywords from Day 1 & 2 of Online Workshop on Development and Deployment of AIoT based solution for Industrial Applications by NSUT, Delhi