Hello there!
I maintain this Blog to record my learnings from different fields of Investing and Technology.Blog posts are divided into following categories .
- Tech Posts : Posts related to Data Science, AI, Natural Language Processing (NLP), Deep Learning and Machine Learning
- Investing Posts :Posts on various topics related to Investing like Finance, Psychology, Investing Approaches
- Book Notes : Notes from Various Books on topics like Investing, Psychology, Nature etc.
- Misc - Miscellaneous Posts
You can also have a look at some of the tech projects i have worked on the over the years : Projects
2020
- [Books] Kaizen (改善)- The art of continuous life improvement
- The art of continuous life improvement
2019
- [Tech] How to Lie with Statistics
- There is something about numbers isn’t there? They have an uncanny ability to suspend our common sense.
- [Tech] Your Guide to Sentiment Analysis
- Sentiment Analysis is used to discover people’s opinions, emotions and feelings about a product or service.
2018
- [Investing] UX Design Principles and Investing
- Applying UX design principles to investing
- [Misc] How to get rich (Without getting Lucky)
- How to Get Rich - Navalism
- [Books] How to Lie with Statistics
- A well-wrapped statistic is better than Hitler's big lie; it misleads yet it cannot be pinned down
- [Investing] Market Phases
- Nature likes to follow cycles and markets are no different.
2017
- [Tech] Sentiment Analysis for User Reviews
- We create a system to assign sentiment scores to reviews (0.0 to 1.0 where a zero score is a full negative sentiment)
- [Misc] Running Event Log
- Record of Running events I have participated in last few years
- [Tech] Deep Learning based Email Spam Filter
- We create Deep Learning based Email Spam Filter on Enron and Spam assassin dataset and compare results with Xgboost, SVM and Random forest
- [Books] Law of Returns
- There are two laws related to increasing and diminishing returns about how markets and businesses operate.
- [Books] Punctuated Equilibrium , Tipping point, Growth
- There is a order in chaos to understand technological transformations
- [Books] 80/20 Pareto Principle
- To create wealth, we must do more with less
- [Misc] Slow Carb Diet Cheat-Sheet
- Losing weight need not be complicated. Following the given rules is enough to lose 20 pounds in a month.
- [Investing] Costly Common Investor Mistakes
- The reason people either lose money or achieve mediocre results in the stock market is that they simply make too many mistakes.
- [Investing] CANSLIM - Picking winners in the stock market
- CANSLIM stands for seven chief characteristics of the greatest winning stocks at their developing early stages
- [Investing] Experts, Education, and Egos
- Never fight the market, Its bigger than you are.
- [Tech] Semantic Role Labeling
- Semantic Role Labeling consists of the detection of the semantic arguments associated with the predicate or verb of a sentence and their classification into their specific roles.
- [Books] Sources of Power
- A "Good strategy" is an approach that magnifies the effectiveness of actions by finding and using sources of power.
- [Tech] Statistical Inference
- Statistics are the foundations of Data Analysis. Statistical Inference is a process of deducing properties of an underlying distribution by analysis of data.
- [Investing] Walter Schloss Investment Tenets
- Key Investment rules from super investor of Graham-and-Doddsville
- [Books] The One Sentence Persuasion Course
- Persusian explained in one sentence
- [Investing] Understanding Business Models
- Some key notes about Business Model from Thoughtful Investor book by Basant Maheshwari.
- [Investing] The power of growth in Wealth Creation
- Some key notes from the 2014 thematic study on 100 Baggers by Motilal Oswal
- [Investing] The SQGLP (Size, Quality, Growth, Longevity, Price) Framework for identifying multibagger stocks.
- We discuss the SQGLP (Size, Quality, Growth, Longevity, Price) Framework for identifying multibagger stocks.
- [Investing] Identifying the next big trend in Markets
- Identifying the next big trend in Markets
- [Books] How to Fail at Almost Everything and Still Win Big
- How to Fail at Almost Everything and Still Win Big by Scott Adams
- [Tech] Research Summary Log
- A summary log of read research papers in the field of AI
- [Books] 48 Laws of Power
- 48 Laws of Power by Robert Greene
- [Investing] Investing Lessons from Peter Lynch
- Golden Investing lessons from Peter Lynch
2016
- [Investing] Drivers of Price to Earnings (P/E) Ratio
- What drives the Price to Earnings (P/E) ratio of a Stock?
- [Investing] How to Analyze Banks and Non Banking Finance Companies (NBFC)
- We will go through various concepts and ratios that can help to analyze Banks and Non Banking Finance Companies (NBFC).
- [Tech] Meanings are Vectors
- A recent big idea in natural language processing is that "meanings are vectors" . Word embeddings are one of the most exciting area of research in deep learning.
- [Investing] Financial Analysis- Ratio Analysis
- Financial Ratios are effective in selecting investments and in predicting financial distress. Financial Ratio Analysis is an important part of investing.
- [Books] 100 Baggers - Stock that return 100 to 1
- This book is about 100-baggers. These are stocks that return $100 for every $1 invested.
- [demos] NLP Modules
- Various Modules from NLP Pipeline
- [demos] English Grammar Analysis Demo
- Grammar Analysis of English Sentences using Syntactic Rules based on English Grammar. The System is designed to be generic using only standard english grammar rules.
- [Tech] NumPy Exercises
- NumPy is the fundamental package for scientific computing with Python.
- [Books] The Art of Execution
- Only 49% of the very best investment ideas from legendary investors made money. Despite this , they still made a lot of money
- [Investing] Financial Analysis- Cash Flow Statement
- Cash flow statement provides information about cash generated in operating activities of a business.
- [Investing] Financial Analysis- Income Statement
- The first question on everyone's mind is whether a business made a profit or suffered a loss and how much. The Income Statement presents information on the financial results of a company's business activities over a period of time.
- [Investing] Financial Analysis - Balance Sheet
- Identifying great companies requires an understanding of accounting and the ability to read and interpret the basic financial statements
- [Investing] Pharma Sector
- A broad overview of the Pharma Sector.
- [Books] How to Get Lucky
- Is there anything we can do to bring more luck into our lives?
- [Tech] Text Analyzer - Google Chrome Extension
- Text Analyzer Extension can provide grammatical and semantic information for the selected text in English directly in Google chrome browser
- [Tech] Simplified Switchboard Corpus
- We will create a simplified version of Switchboard Speech act corpus and perform exploratory
2015
- [Misc] Indian Food in Taiwan
- Indian food in major cities of Taiwan.
- [Tech] Syntactic parsing using Stanford parser
- Syntactic parsing using Stanford parser
- [Tech] Syntax in Linguistics
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Syntax is the part of linguistics that studies sentence structure. We had discussed about components of linguistics in here. Here we will discuss broadly about syntax in linguistics.
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2014
- [Tech] Sentence Types in English
- English Sentences are broadly categorized into 5 types. Each type has a particular semantic and syntactic structure which helps for analysis of sentences at syntactic level.
- [Tech] Introduction to Linguistics
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The scientific study of a language is called Linguistics. Language is the ability to comprehend both spoken and written words, and to produce meaningful words when a person speaks or writes.
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- [Tech] How to create GATE plugins
- How to create GATE plugins
2013
- [Tech] Custom Fonts in Android
- Custom Fonts in Android
- [Tech] Working with Zip Files in Java
- Working with Zip Files in Java.