2021 July

Visualization

Hardware

3D

Course

HTML Learn

Visualization

Explorables

Keras

Software

Anti-cheating Strategy

  • make questions brutal and unique (compared to previous year or current groups) if possible
  • mixing (randomizing) the order of questions,
  • not giving question titles,
  • having a pool of subtly different questions (a negation or a different constant slipped in)
  • make everything open-book, make the questions things that test understanding instead of just recall or design questions that require critical thinking, and allow everyone to use their computers/books/notes/whatever
  • A (simple) /B (reasoning and analysis) /C (problem with deeper understanding): with different weight for example 50/30/20.
  • project work
  • put a lot of emphasis on group work & home work
  • writing essays
  • set a tough time limit
  • curve the results to a desired grade distribution (that is often imposed from above anyway)
  • use software that can the catch most obvious frauds (i.e. 360 degree room scanning, ban use of phones/second computers etc.)
  • if the exam requires algorithms, use software analyzing AST of the code produced to catch possible "cooperation", then decide on those cases individually (i.e. if an algorithm is common, then there is a high chance of very similar AST for non-cooperating people, but if it's unique, the chance is low)

Digital Marketing

Patent

  • [Do patents kill innovation? The US patent office is asking Hacker News](https://news.ycombinator.com/item?id=27785255)

Course

  • [MIT Open Learning Library Open Learning](https://openlearning.mit.edu/courses-programs/open-learning-library) License: CC-BY-NC-SA

OSM

  • [tilemaker DIY vector tiles from OpenStreetMap data](https://tilemaker.org/)

Pitchdeck

Algorithm

Web Copy

Research

Course

Diagram

Email Alias

But be careful with spam management.

Face Generation

  • [Face Maker AI Massless](https://massless.io/tool/face-maker-ai/)

Jupyter

  • [JupyterLite: Jupyter ❤️ WebAssembly ❤️ Python by Jeremy Tuloup Jul, 2021 Jupyter Blog](https://blog.jupyter.org/jupyterlite-jupyter-%EF%B8%8F-webassembly-%EF%B8%8F-python-f6e2e41ab3fa)

Database

Python Excel

Programming Reference

GAN

The dataset was web-scraped for an original 20k samples, then a custom MRCNN model was trained for image segmentation and cropping before being fed into the 128 DCGAN, trained on local hardware, 1660

Drawing

ML Zoo

Web Monitoring: Indonesia

Machine Learning Course

Protein Prediction

Control

Course

  • [MIT 6.874/6.802/20.390/20.490/HST.506: Computational Systems Biology: Deep Learning in the Life Sciences Spring 2021 - YouTube](https://www.youtube.com/playlist?list=PLUgbVHjDhargXdgtc1ZcJb2lz20msuBfS)

Security

NLP

  • [Real-time Market Map - 180+ GPT-3 Examples, Demos, Apps, Showcase, and NLP Use-cases GPT-3 Demo](https://gpt3demo.com/map)

Indonesia Covid

eBook

OCR

Math Plot

  • Google:
    • sin x
    • multiple graph
    • love
    • love2
    • (sqrt(cos(x))*cos(200x)%2Bsqrt(abs(x))-0.7)*(4-x*x)%5E0.01,+sqrt(9-x%5E2),+-sqrt(9-x%5E2)+from+-4.5+to+4.5))

Drug Dataset

Python in Browser

Comparison of Python in Browser

Python in Browser Python in Browser summary

Programming Course

How to Learn

Behaviour

  • habit: trigger, behaviour, reward
  • see food, eat food, feel good

Excel Visualization

  • [Home RAWGraphs](https://rawgraphs.io/)

Not Exist

Paywall Bypass

Coding Tutorial

  • Leaf
  • [CourseMaker Make Online Courses](https://coursemaker.org/)

Python

Ruler Photo Reference

Dataset Zoo

Captive Portal Access

Machine Learning Video Processing

Camera

  • [Camera Repair Course Learn Camera Repair](https://learncamerarepair.com/productlist.php?category=1)

Robot

Google Machine Learning

  • [Professional ML Engineer Certification Certifications Google Cloud](https://cloud.google.com/certification/machine-learning-engineer)
  • Google Cloud skills campaign
  • [Baseline: Data, ML, AI Qwiklabs](https://google.qwiklabs.com/quests/34)
  • [Registration Certifications Google Cloud](https://cloud.google.com/certification/register)
  • ML Academy Webinar
  • Qwiklabs - Hands-On Cloud Training
  • [Preparing for Google Cloud Certification: Machine Learning Engineer Professional Certificate Coursera](https://www.coursera.org/professional-certificates/preparing-for-google-cloud-machine-learning-engineer-professional-certificate)

Chrome

AI/ML Cloud Computing

Open Source

Article