Seeking Wisdom

Everything you need to run something real, taught in order, against one project small enough to fit on a laptop and complete enough to break properly.

Why kubectl apply saying “created” tells you almost nothing — and what is really going on in the ten seconds afterwards.

It ran perfectly in Docker. You put it in a Pod and it died. Here is what a Pod actually is, and why that difference matters more than it looks.

Nothing in Kubernetes finds anything by name. Once you know what it does instead, half the surprising behaviour stops being surprising.

You asked for a rolling update and got a gap anyway. Here is what actually moves during a deploy, and what sets its pace.

Three replicas gave you two pods on one machine and none on another. When the whole point is to be there , you need a different question.

Applying UX design principles to investing

Nature likes to follow cycles and markets are no different.

The reason people either lose money or achieve mediocre results in the stock market is that they simply make too many mistakes.

CANSLIM stands for seven chief characteristics of the greatest winning stocks at their developing early stages

Never fight the market, Its bigger than you are.

Key Investment rules from super investor of Graham-and-Doddsville

The art of continuous life improvement

A well-wrapped statistic is better than Hitler's big lie; it misleads yet it cannot be pinned down

There are two laws related to increasing and diminishing returns about how markets and businesses operate.

There is a order in chaos to understand technological transformations

To create wealth, we must do more with less

A "Good strategy" is an approach that magnifies the effectiveness of actions by finding and using sources of power.

There is something about numbers isn’t there? They have an uncanny ability to suspend our common sense.

Sentiment Analysis is used to discover people’s opinions, emotions and feelings about a product or service.

We create a system to assign sentiment scores to reviews (0.0 to 1.0 where a zero score is a full negative sentiment)

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 consists of the detection of the semantic arguments associated with the predicate or verb of a sentence and their classification into their specific roles.

Statistics are the foundations of Data Analysis. Statistical Inference is a process of deducing properties of an underlying distribution by analysis of data.