Cutting Edge Machine Learning and Data Science Solutions

Useful Notes, Software and Tips

You can find a list of tools and webpages that provide useful information about Machine Learning, SEO and Programming in this page:

How to utilize Google search console for SEO and data analysis: https://www.monsterinsights.com/how-to-use-google-search-console-beginners-guide/

What is PyPy? : PyPy to refer to the Python implementation, and explicitly mention RPython translation toolchain when we mean the framework. https://doc.pypy.org/en/latest/introduction.html

Qucs stands for Quite Universal Circuit Simulator. So far Qucs is not yet finished, but it is already packed with features. Take a look at the screenshots to get a feel for what it can do.

Qucs is an integrated circuit simulator which means you are able to setup a circuit with a graphical user interface (GUI) and simulate the large-signal, small-signal and noise behaviour of the circuit. After that simulation has finished you can view the simulation results on a presentation page or window.

Co-Design of a CMOS Rectifier and Small Loop Antenna for Highly Sensitive RF Energy Harvesters

Simplifying full-stack FPGA development right from RTL to Software — 1st CLaaS on PYNQ ! (Part 1)

Integrated Sensing and Communication: Enabling Techniques, Applications, Tools and Datasets, Standardization, and Future Directions

Interpretable Machine Learning Book
A Guide for Making Black Box Models Explainable#

Leverhulme Early Career Fellowships

For early career researchers, with a research record but who have not yet held a full-time permanent academic post, to undertake a significant piece of publishable work

Fellowships can be held at universities or at other institutions of higher education in the UK.  

The Fellowships are intended to assist those at a relatively early stage of their academic careers, and it is hoped that the appointment would lead to a more permanent position for the individual, either within the same or another institution.

UKRI Fellowships

Our fellowships provide applicants with the flexibility and freedom to design a package that fits their career ambitions, research needs and personal development requirements

List of Funding and fellowships for STEM postdocs

There are three main categories of funding available:

  • Travel grants and other small grants – look at Research Professional, UKRI, professional and academic societies, charities
  • Fellowships – Personal grants to your salary and your research; sometimes also include costs for research equipment and/or students. Most fellowships last 1-5 years. See Research Professional and listing below for fellowship sources by discipline.
  • Research grants – More substantial research funding. These are often only available to researchers with a permanent academic position. Your PI may encourage you to contribute towards writing grants within your group – this is excellent experience.

List of Funding and Deadlines – https://innovayt.eu/deadlines/

Free and Good WordPress Themes




Machine Learning Hardware

Google Compute Enginehttps://cloud.google.com/compute

Free Online Machine Learning GPU and CPU Hardware by Google

Google Colab

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