Seeking Wisdom
Hello there!
I maintain this Blog to record my learnings from different fields of Investing and Technology.
It falls into three areas: building machine learning systems, investing, and the books I have read along the way. The newest posts from each are below.
You can also have a look at some of the tech projects i have worked on the over the years:Projects
AI/ML Engineering
- How to Lie with Statistics
There is something about numbers isn’t there? They have an uncanny ability to suspend our common sense.
- Your Guide to Sentiment Analysis
Sentiment Analysis is used to discover people’s opinions, emotions and feelings about a product or service.
- 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)
- 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
- 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.
- 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.
- How to Lie with StatisticsThere is something about numbers isn’t there? They have an uncanny ability to suspend our common sense.
- Your Guide to Sentiment AnalysisSentiment Analysis is used to discover people’s opinions, emotions and feelings about a product or service.
- Sentiment Analysis for User ReviewsWe create a system to assign sentiment scores to reviews (0.0 to 1.0 where a zero score is a full negative sentiment)
- Deep Learning based Email Spam FilterWe create Deep Learning based Email Spam Filter on Enron and Spam assassin dataset and compare results with Xgboost, SVM and Random forest
- Semantic Role LabelingSemantic 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.
- Statistical InferenceStatistics are the foundations of Data Analysis. Statistical Inference is a process of deducing properties of an underlying distribution by analysis of data.
Investing
- UX Design Principles and Investing
Applying UX design principles to investing
- Market Phases
Nature likes to follow cycles and markets are no different.
- 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.
- CANSLIM - Picking winners in the stock market
CANSLIM stands for seven chief characteristics of the greatest winning stocks at their developing early stages
- Experts, Education, and Egos
Never fight the market, Its bigger than you are.
- Walter Schloss Investment Tenets
Key Investment rules from super investor of Graham-and-Doddsville
- UX Design Principles and InvestingApplying UX design principles to investing
- Market PhasesNature likes to follow cycles and markets are no different.
- Costly Common Investor MistakesThe reason people either lose money or achieve mediocre results in the stock market is that they simply make too many mistakes.
- CANSLIM - Picking winners in the stock marketCANSLIM stands for seven chief characteristics of the greatest winning stocks at their developing early stages
- Experts, Education, and EgosNever fight the market, Its bigger than you are.
Walter Schloss Investment TenetsKey Investment rules from super investor of Graham-and-Doddsville
Books
- Kaizen (改善)- The art of continuous life improvement
The art of continuous life improvement
- How to Lie with Statistics
A well-wrapped statistic is better than Hitler's big lie; it misleads yet it cannot be pinned down
- Law of Returns
There are two laws related to increasing and diminishing returns about how markets and businesses operate.
- Punctuated Equilibrium , Tipping point, Growth
There is a order in chaos to understand technological transformations
- 80/20 Pareto Principle
To create wealth, we must do more with less
- Sources of Power
A "Good strategy" is an approach that magnifies the effectiveness of actions by finding and using sources of power.
- Kaizen (改善)- The art of continuous life improvementThe art of continuous life improvement
- How to Lie with StatisticsA well-wrapped statistic is better than Hitler's big lie; it misleads yet it cannot be pinned down
- Law of ReturnsThere are two laws related to increasing and diminishing returns about how markets and businesses operate.
- Punctuated Equilibrium , Tipping point, GrowthThere is a order in chaos to understand technological transformations
- 80/20 Pareto PrincipleTo create wealth, we must do more with less
- Sources of PowerA "Good strategy" is an approach that magnifies the effectiveness of actions by finding and using sources of power.