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Jingles (Hong Jing) Site
Blog
Showcase Projects
Published Work
About
Medium
LinkedIn
GitHub
20 Nov 2020
Coordinating Multiple RL Agents on Overcooked
Bayesian Delegation enables agents to infer the hidden intentions of others
15 Nov 2020
Introducing Objectron: "ImageNet" to Advance 3D Object Understanding
Google AI released dataset consisting of 15K annotated videos and 4M annotated images
14 Nov 2020
Why Learned Optimizers Outperform Standard Optimizers like Adam
Reverse engineering learned optimizers reveals known and novel mechanisms by Google Brain
11 Nov 2020
7 ways to get started into ML, ranked from easiest to hardest
Never quit doing something because it's hard, nothing worth having comes easy.
01 Nov 2020
How Convolutional Layers Work in Deep Learning Neural Networks?
An animated ELI5 way to understand convolutions and its parameters
15 Sep 2020
An Introduction to Signals
What are signals? How are analog signals stored? How to generate signals in Python?
19 Jun 2020
Intelligent AI? Here's How You Can Evaluate.
3 intriguing tests to measure the IQ of your neural nets.
28 May 2020
State-of-the-Art Language Models in 2020
Highlighting models for most common NLP tasks.
27 May 2020
Illustrated Guide to Transformer
A component by component breakdown analysis.
21 May 2020
3 Types of Sequence Prediction Problems
Understanding your problems before implementing your sequence prediction model.
10 May 2020
Babies are awesome… Humans are the OG neural net.
Even though AI and neuroscience are similar in many ways, they are not identical.
08 May 2020
Can We Use GANs Beyond Generating Art?
GANs are relatively new, with many research directions still remaining open.
25 Apr 2020
Setting up LaTeX on your Atom Editor
Edit and preview .tex files, all from within your Atom editor
13 Apr 2020
How Radiologists used Computer Vision to Diagnose COVID-19
By shortening assessments time by 65%, artificial intelligence plays a critical role to fight against the spread of COVID-19
11 Apr 2020
How Artificial Intelligence Played a Critical Role in this Pandemic
Industry, academia, national laboratories and federal agencies working together to solve this crisis
31 Mar 2020
Realistic Deepfakes in 5 Minutes on Colab
And why we should educate the public about the existence of such technology
18 Mar 2020
What 200,000 Years of Humanity Taught Us about Data Storytelling
A data scientist is also an efficient communicator who brings data to life.
08 Mar 2020
How to Improve Holiday Itinerary with Machine Learning
Perfect your travel plans with this kick-ass strategy - saving time, effort and money!
03 Mar 2020
The Fascinating Relationship between AI and Neuroscience
They inspire and advance together which benefits both fields
24 Feb 2020
Decoding Brain Signals with Machine Learning and Neuroscience
Become Professor X and unlock the secrets of our mind
18 Feb 2020
Data Scientist - The Dirtiest Job of the 21st Century
Data scientist, sexiest job of the 21st century. While they do make discoveries while swimming in data, but the data needs cleaning and labelling first.
10 Feb 2020
Build Textual Similarity Analysis Web App
A journey from word embeddings to universal sentence encoder to web app demo
29 Jan 2020
7 Essential AI YouTube Channels
How to stay updated with the latest and coolest machine learning advancements
29 Jan 2020
What I've learnt from a lecture today about teaching
3 things I should be aware of and shouldn't do
17 Jan 2020
Deep Learning in Brain-Computer Interface
Current status & challenges to advance the field forward
12 Jan 2020
Project Euler - Problem 8 - Largest product in a series
What is the nth prime number?
10 Jan 2020
Project Euler - Problem 7 - 10001st prime
What is the nth prime number?
09 Jan 2020
Project Euler - Problem 6 - Sum square difference
Find the difference between the sum of the squares of the first n natural numbers and the square of the sum.
08 Jan 2020
Project Euler - Problem 5 - Smallest multiple
What is the smallest positive number that is evenly divisible by all of the numbers from 1 to n?
07 Jan 2020
Project Euler - Problem 4 - Largest palindrome product
Find the largest palindrome made from the product of two `n`-digit numbers.
06 Jan 2020
Project Euler - Problem 3 - Largest prime factor
What is the largest prime factor of the given number?
05 Jan 2020
Project Euler - Problem 2 - Even Fibonacci Numbers
By considering the terms in the Fibonacci sequence that do not exceed the nth term, find the sum of the even-valued terms.
04 Jan 2020
Project Euler - Problem 1 - Multiples of 3 and 5
Find the sum of all the multiples of 3 or 5 below the provided parameter value number.
08 Dec 2019
Biomedical Image Segmentation - Attention U-Net
Improving model sensitivity and accuracy by attaching attention gates on top of the standard U-Net
02 Dec 2019
Biomedical Image Segmentation - UNet++
Improve segmentation accuracy with a series of nested, dense skip pathways
01 Dec 2019
How to Stay Focus and Accomplish Your Goals
We can't multitask, we allocate time blocks for productivity and enter the Flow state
17 Nov 2019
Predict Movie Earnings with Posters
Identify the genre and earnings of the movie with movie posters
07 Nov 2019
Biomedical Image Segmentation - U-Net
Works with very few training images and yields more precise segmentation
13 Jul 2019
Airbnb in Seattle — Data Analysis
Understand Airbnb rental landscape in Seattle
05 Jul 2019
Striking a Balance between Exploring and Exploiting
The dilemma of exploration and exploitation in reinforcement learning
30 Jun 2019
Reinforcement Learning — The Value Function
A reinforcement learning algorithm for agents to learn the tic-tac-toe, using the value function
10 Jun 2019
Machine Learning Resources
Machine Learning links I find useful
17 May 2019
Time Series Forecasting with TensorFlow.js
Pull stock prices from online API and perform predictions using Recurrent Neural Network & Long Short Term Memory (LSTM) with TensorFlow.js framework
07 May 2019
Why Linear Regression is not suitable for Classification
Linear Regression vs Logistic Regression for Classification Tasks
12 Dec 2018
Recommendation Systems Algorithms
Summarise a few recommendation systems machine learning algorithms
30 Sep 2018
Jekyll and rbenv
How to setup Jekyll and Ruby
05 Sep 2018
TensorFlow JS
Neural network implementation on a web browser
05 Aug 2018
Speaking - Get Over Nervousness
Tips on getting over nervousness when comes to speaking
23 Jun 2018
Happiness
tips to happiness, to create better well-being, to live a more fulfilling life
01 Oct 2017
Phrases extraction and D3 Wordcloud
JavaScript solution to extracting ngrams from reviews and visualise topics on wordcloud
15 Mar 2017
Sync remote Github repo with local
How to setup Github repo and synchronise with local copy