Before we dive into creating our own neural network, it is worth understanding why neural networks have gained such an important foothold in machine learning and AI. The first reason is that neural networks are universal function approximators. What that means is that given any arbitrary function that we are trying to model, no matter how complex, neural networks are always able to represent that function. This has a profound implication on neural networks and AI in general. Assuming that any problem in the world can be described by a mathematical function (no matter how complex), we can use neural…


[principles as our foundation]

Interaction Design is all around us in everyday life, but many of us are not aware of it. Therefore, this subject contains a lot of real-world examples of interactive systems that exist currently or have been used in the past. These examples are both presented in online learning as well as part of the assignments and tutorial activities, for example, we will be required to look up and describe existing real-world examples for their journal assignments, while describing them using the theory and models provided and generate a report. …


I started to commit this opportunity since 25th August 2020 until the 22nd October 2020. Met with my assigned mentor @Dragana, every week for a minimum of 30 minutes. And attending 2-hour group sessions every Thursday which this year all meetings are held virtually through online collaboration tools — Webex Teams and Meetings.

What did we get from this following 3 months (once a week//2 hrs meeting every Thursday)? …


What colour is your parachute?

STEP 1: What Values Do You Want Your Life to Serve? (I had to prioritize 3 out of 9).

  • You can find or read more from a book — character building

STEP 2: What Knowledges, or Expertise, That You Already Have Do You Want to Use in Your Life and Work?

STEP 3: What Transferable Skills Do You Most Enjoy Using?

STEP 4: What Kind of People Do You Most Enjoy Working with or Serving?

STEP 5: What Are Your Favorite Working Conditions?

STEP 6: What Level Would You Like to Work At, & What…


Gallup Strengths Insight Guide. It was created by DON CLIFTON, Father of Strengths Psychology and Inventor of Clifton Strengths. he CliftonStrengths assessment measures your talents — your natural patterns of thinking, feeling and behaving — and categorizes them into the 34 CliftonStrengths themes.

During this 60-minute assessment, you’ll see 177 paired statements and choose which one best describes you. Sign up Account and Complete the Assessment — GET STARTED : Take the CliftonStrengths talent assessment and discover your unique talent DNA. It is free for top 5 strengths.

With knowing ourselves, we can:

1️⃣ Resources to advance and accelerate your…


I was first introduced to ‘Emotional intelligence’ in a bible study group, which exposed us to — Journey to the centre of yourself. Most of this lesson is not taught in school or even our parents’ experience. So, I felt like I was in this contemplate feeling of exploring when and where to draw the link to the extent of rewarding ourselves.

Satisfied but not showing off enough to not look like we are complacent which often complacency is she who is content with what has been done is an obstacle in the path of progress. Emotional Education is at…


Why visualize Text?

• Understanding — get the “main points” of a document
• Grouping — cluster for overview or classification
• Comparison — compare document collections, or inspect evolution of collection over time
• Correlation — compare patterns in text to those inother data, e.g., correlate with social network

I remember during my uni (bachelor), we were given Qantas text mining, and creatively work on ourselves using SAS Enterprise Miner, it was a great tools, but until now, I was not aware of how and what it is actually effective to generate insights from the dataset. I do not want to repeat…


#100dayscodingchallenge — It said you need 21 days to create a habitual, well, not in coding, you need continuous learning habit!

As much as I enjoyed all the workshop, I believe our memory will only take 2 days to forgot them all. With this post, I actually try to make into a writing and remember the feelings that each of the panel speakers express and trying to convey at the Treehouse Festival.

Quick kudos out to Treehouse! I am so happy you guys did this festival. I’ve attended several online tech conferences since I started my learning journey and I…


I Was contemplating whether to take this following path me. In this title, you can also sense my concern coming from a business/marketing dreaming to create one simulated device application through coding or programming to a front-end application for processing. To be honest, this discovery or self-desire enables you to ingest and compare on several inputs and feedback from people and people surround me. I also followed several insights from YouTube, highly recommend Ken Jee, mayuko, YK Sugi, and Tim Ruscica :)

Well, these are some ways to get to my career path, all of this certification programs, bootcamp, and…


Visualisations can be simple, like a single number that represents something significant, or they can be visually complex, like a gradient-coloured map that shows voter sentiment about a certain social issue or concern. The goal of a visual is to present data in a way that provides context and insights, both of which would probably be difficult to discern from a raw table of numbers or text.

  1. What is data visualisation?
    Data visualization allows you to make the complex simple, the abstract tangible, and the invisible (data) visible with great illustrations. …

Curiosity to Data Analytics & Career Journey

Educate and inform myself and others about #LEARNINGTOLEARN and technology automation towards common education tasks quickly.

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