Machine Learning Weekly Newsletter

27/10/2021

A short overview on how to apply to the Manufacturing industry including challenges and cases.

https://www.ai.intelliarts.com/post/machine-learning-in-manufacturing

Discover how machine learning can transform your manufacturing business and add to your business value.

31/03/2021

Anomaly Detection case study in the domain of 4G networks

This is a short story about our experience in reaching more than 90% accuracy using BaggingClassifier for predicting redistribution need in 4G networks.

👉 https://bit.ly/3w8aiCq 👈

Sharing our practical experience in solving broadband distribution problem for mobile internet providers

14/01/2021

Hi everyone,
I’ve been working on an IoT project solving anomaly detecting tasks and have lots of things to share starting from building a data collecting pipeline and finishing with the benefits of an early start Machine Learning on the project.

It is a small part of what we’ve done and learned as a team. Check it out in an article.
👉 https://bit.ly/3ibtYig 👈

In case you have any questions, please, leave a comment here or right below the article, I will answer all of them.

The Internet of Things is on the way to becoming the standard in Manufacturing, Healthcare, Agriculture, Energy, and other industries…

24/05/2020

Problem-solving skills for a developer — ( -S2E21) - week 21, Issue 044

In this newsletter:

* How Can I Get Better at Probabilistic Thinking?
* Garbage Collection in Java
* How to View MongoDB Collections as Diagrams
* Advanced SQL and database books and resources
* Breaking Through Your Refactoring Rut

Top of Software Engineering articles from the last week in

👉 https://bit.ly/3e8znTY 👈

More at http://stefanovskyi.com/newsletter.html

17/05/2020

Learning yet another Programming Language — ( -S2E20) - week 20, Issue 043

In this newsletter:

* Why Software Architects Fail – And What to Do About It
* Learning yet another Programming Language
* Understanding Classic Java Garbage Collection
* Advanced SQL and Database Books and Resources

Top of Software Engineering articles from the last week in

👉 https://bit.ly/2zHajVp 👈

More at http://stefanovskyi.com/newsletter.html

10/05/2020

"Be impatient with progress but patient with people." (c)

"How to build a breakthrough" — ( -S2E19) - week 19, Issue 042

Top articles discussed in newsletter #41:
* Updates to Spring Versions
* KeystoneInterface
* Using AWS API Gateway to Run Database Queries
* pgModeler: A Postgres Database Modeler

Top of Software Engineering articles from the last week in

👉 https://bit.ly/3bkfUhp 👈

More at http://stefanovskyi.com/newsletter.html

03/05/2020

"Life is a dance of the probabilities. If you wait for certainties, you will lose opportunities; instead, aspire to be approximately correct. You'll enjoy building the life of your dreams. I mostly do." (с)

Top articles discussed in newsletter #41:
* Package by Feature
* Spring Tips: Configuration
* Do Serverless Streaming ETL with AWS Glue
* STOP!! You don’t need Microservices
* Manager's Playbook: Heuristics for Effective Management
* An introductory guide to annotations and annotation processors

all these and many more...

Top of Software Engineering articles from the last week in

👉 https://bit.ly/3fah6qJ 👈

More at http://stefanovskyi.com/newsletter.html

26/04/2020

Top articles discussed in newsletter #40

* You Don’t Need to Stop Shipping Features to Fix Technical Debt
* Remote Brainstorming for Regular Humans
* We'll Be Working Remote for Another 6+ Months. Time for a 1:1 Tune-Up
* Stop trying to change yourself
* Patterns for Managing Source Code Branches
* The secret skills of productive programmers
* Refactoring: This class is too large
* Spring Autowiring - It's a kind of magic
* Announcing the Spring Authorization Server

all these and many more

Top of Software Engineering articles from the last week in

👉 https://bit.ly/2zyGAOj 👈

More at http://stefanovskyi.com/newsletter.html

20/04/2020

John Conway is killed by COVID-19

Conway is a top-class mathematician, with few living peers—a totally original thinker who has made deep contributions to areas as diverse as number theory, group theory, game theory, coding theory, geometry, and knot theory—while also being the inventor of the “all-encompassing” surreal numbers.

Top of Software Engineering articles from the last week in

👉 https://bit.ly/3bnHhrz

More at http://stefanovskyi.com/newsletter.html

11/04/2020

We’ve all heard the phrase “fail fast,” especially if we’re familiar with the agile approach. As counter-intuitive as it might sound for those of us trained in the leadership model of the industrial era, iterating fast failures achieve the desired result faster than perfecting the solution.

Fail fast - is a philosophy that values extensive testing and incremental development to determine whether an idea has value.
An important goal of the philosophy is to cut losses when testing reveals something isn’t working and quickly try something else, a concept known as pivoting.

Most of us are very familiar with the famous Mark Zuckerberg declaration to “move fast and break things.” That was a very bold statement back in 2014, and, as Zuckerberg quickly realized, probably too bold. He later retracted it, stating his new desire to move fast, yet stay stable.

Fail fast is often associated with the lean startup methodology.
An important goal of the fail-fast philosophy is to avoid the sunk cost effect, which is the tendency for humans to continue investing in something that clearly isn’t working because it’s human nature for people to want to avoid failure.

Fail fast is championed by entrepreneur and author Eric Ries in his 2011 book, "The Lean Startup."

Recently Andrew Reed started an interesting thread on twitter with some good points around it. Go to the link to find out more about it.

Fail Fast — ( -S2E15) - week 15, Issue 038

Top of Software Engineering articles from the last week in

👉 https://bit.ly/2UZQd0t 👈

More at http://stefanovskyi.com/newsletter.html

05/04/2020

Communication with the customer — ( -S2E14) - week 14, Issue 037

Top of Software Engineering articles from the last week in

👉 https://bit.ly/3dOj7bo

More at http://stefanovskyi.com/newsletter.html

29/03/2020

Brave New Rapidly Changing World

The times of self-organization, the times of natural selection has come again.
We all want everything back to normal but it will never be that normal again. We should change, grow and adapt to this world cause "It is not the strongest of the species that survives but the most adaptable".

Read more fun stuff about Software Engineering, programming and top tech news in the latest issue.

👉 https://bit.ly/33RkmCf

Hello remote workers! The third week of isolation. A lot of people feel tired of all this and start doing crazy things like singing on the balconies and jangling toilet paper. Brian Norgard from Tinder said in his twitter, "You are not bored, you are boring". Don`t be boring. You could teach your ki...

23/03/2020

WFH - is it the new normal?

The most important thing to understand about work from home is this: replicating the same patterns as a physical office when working remotely will end in disaster. Remote work is inherently different and there is as much to unlearn as there is to learn.

Read more fun stuff about Software Engineering, programming and top tech news in the latest issue.

https://t.co/XJFcGtOxqE

19/03/2020

Java Software Engineer Weekly Newsletter (JSEWN-S2E11)

We all started working from home this week. Some of us wished to do this for many years (me), some were scared of the absence of control of their employees and some were scared to face their own weaknesses like lack of self-control and self-organization.
But here is the reality where we live in, where we just can't go outside and we have to deal with it.

Check out the latest JSEWN for more.

Hello, I hope you all doing well. Are you already WFH this week? Cause many software companies do. Tech workers love to gripe about open office plans, and they definitely have their pitfalls. But switching to a fully remote setup is a large shift, and it’s ok to feel bad. Even those of us (myself ...