Blog Posts

Insights in learning different things. As an adult learner, I have some advantages in disguise such as business acumen, expertise in dealing with consumers, knowing what is more important to my life and everyone else. I can create apps or ecommerce platform by using Bolt or Lovable or Replit, but I would rather learn data structure and algorthim and OOP; as we all know, calculators help but cannot replace basic algebra. The below posts are my small learning journey here and there. Please feel free to give me feedback and thank you for your time!

NLP

Rasa gets complicated easily

Rasa was the first choice due to data privacy and cost and scalability.

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Machine Learning

How Math Powers NLP in spaCy

Learn how vectors, probability, and matrix operations drive machine learning in spaCy.

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Linguistics

Connecting Linear Algebra to Linguistics

Discover how eigenvectors and embeddings support language understanding.

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KPIs

What Are KPIs and Why Do we Care ?

In order to compare how things work, like faster than each other, we always have to use metrics for measurement.

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Incorrect Analysis

How To Spot Your Mistake In Analysis

We make mistakes along the way, thus, there should be a checklist we follow to minimize those errors as much as possible.

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SQL and Database

SQL is the go to language for Data Analysts, Data Scientists

This blog post shared my learning from CS 50s. It might take weeks to complete, but I set a goal of 2 weeks to wrap this course up. Similarly, with other AI courses, I plan to set the same goal for immersive learning purposes.

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Getting Good at New Skills

In this crazy era of AI an tech stack booming, self teaching is a huge asset

It's more important now than ever to have this skill. A talented high school friend once told me: "Anything in life can be made simple enough to explain to a five-year-old.

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The Generalist Way or the Mediocre Way

People talk about just focusing on 3 main core skills, I totally agree but..

Since 21, I was the acting CEO of companies that I worked for. Side note, they were companies of limited members, LLC. aka small businesses.

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My Learning - My Curiosity

Since building a framework for my success, I kept thinking of what's next

After Rasa, I thought of deploying locally. For the purpose of learning, I would just focus on a small scale first, like how I did algebra and geometries 8 hours a day as a kid. But definitely a plan for learning Cloud is a vital step.

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Just another planned workflow

An insurance broker CRM

Ecommerce platform did give me some hints about more complex workflow.

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AI - No better time than now

Mini bootcamp with Udacity

Big Corps are offer free AI training everywhere, as they want business subscriptions. An an independent learner, I cannot miss this.

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AI - No better time than now

Mini bootcamp with Kaggle

Spaced Repetition is the key in our learning outcome. Since this blog archives are my learning journals, I will jot down what I learn in all free bootcamp in the shortest amount of time.

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AI - No better time than now

Mini bootcamp with HuggingFace

Spaced Repetition is the key in our learning outcome. Since this blog archives are my learning journals, I will jot down what I learn in all free bootcamp in the shortest amount of time.

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Coaching Myself to Write again

Synergizing Linguistic skills

Strong writing and speaking skills allow us to clearly communicate complex ideas, inspire trust, and influence decision-making, which hints standing out as a leader, a strategist not just a doer. In a world overflowing with data and noise, those who articulate value with clarity rise much faster than ever before.

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Always in Interview-Prepping Mode

Lets Nail the Interview

Inspired by Megan Liu, I turned her priceless tips for data position interviews. Jotting down these strategies for all projects would assist me in creating a framework or bible of my future work.

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Preparing Myself to be a Strategist

Too much going on about AI now

I accidentally came across with an insight writing about AI for researchers in a public researchers group, which inspired me to develop my own insights too: That this article was not written by the researcher himself.

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