tag:blogger.com,1999:blog-72001738171916466002024-03-29T17:52:27.946+11:00Go gaga over Machine LearningAditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.comBlogger548125tag:blogger.com,1999:blog-7200173817191646600.post-73646032201937321282018-05-16T10:06:00.000+10:002018-05-16T10:06:24.350+10:00NBN using machine learning to proactively tackle network faults
NBN using machine learning to proactively tackle network faults
NBN says it will employ machine learning to help it analyse the 38 terabytes of network health and performance data it gathers every day in order to take a proactive approach to mitigating faults across the collection of broadband technologies it is rolling out across Australia.
Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.comtag:blogger.com,1999:blog-7200173817191646600.post-43552072915152512532018-05-07T18:16:00.002+10:002018-05-07T18:16:56.858+10:00“Equipped with knives all over, yet none is sharp,” warn people in China. In Estonia, it goes, “Nine trades, the tenth one — hunger.”
People Who Have "Too Many Interests" Are More Likely To Be Successful According To Research
In order to become an effective online writer, I've deliberately combined academic research, digital journalism, and growth hacking into one skillset. I didn't go to college for any of these skills, but practiced them over time and received coaching on them.
Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.comtag:blogger.com,1999:blog-7200173817191646600.post-70001315374688427992018-05-04T10:07:00.001+10:002018-05-04T10:07:33.215+10:00Simple principles for the automation world
Awesome simple principles to follow:
5 Tips To Deal With Untested Code - Hacker Noon
As software testers, we deal every day with a lot of untested (or insufficiently tested) code. You might say "that's a tester's role, to find bugs in the code, is not the developer's role" and I wouldn't say you're not right. But, you are partially right, though.
Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com26tag:blogger.com,1999:blog-7200173817191646600.post-77684897817391281872018-04-30T11:30:00.000+10:002018-04-30T11:30:59.084+10:00Digital transformation of front and back office operations. Bots orchestrated by BPM capabilities of smart process automation
Source
Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com48tag:blogger.com,1999:blog-7200173817191646600.post-4833341049896618902018-04-16T11:16:00.001+10:002018-04-16T11:16:04.953+10:00Data Science DEPP Engagement Process
Data science team at Dell EMC uses a methodology called DEPP that guides the collaboration with the business stakeholders through the following stages:
Descriptive Analytics to clearly understand what happened and how the business is measuring success.
Exploratory Analytics to understand the financial, business and operational drivers behind what happened.
Predictive Analytics to Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com16tag:blogger.com,1999:blog-7200173817191646600.post-21261725756412368562018-04-09T13:42:00.000+10:002018-04-09T13:42:42.312+10:00Architecturally Aligned Testing
One of the good articles I read in a long time, that makes complete sense in today's agile environment:
Architecturally Aligned Testing
Testing microservices should not be done in a separate test phase, by a dedicated test team, but instead collaboratively by cross-functional teams. There is a shift left in testing to ensure that teams stay autonomous and a shift right in testing Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com0tag:blogger.com,1999:blog-7200173817191646600.post-17988306595928925512018-03-06T12:57:00.000+11:002018-03-06T12:57:30.140+11:00Diagram Editor for JupyterLab
A Diagram Editor for JupyterLab - Jupyter Blog
The new JupyterLab interface is much more than a replacement for the classic notebook. It aims to bring together all the pieces required for a complete scientific workflow. The extension-based architecture of JupyterLab comes with a number of components already enabled: a Jupyter notebook, a text editor, a file browser in the sidebar, a number of Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com1tag:blogger.com,1999:blog-7200173817191646600.post-17753626004521457542018-03-01T10:10:00.000+11:002018-03-01T10:10:32.360+11:00Why are there so many Machine Learning paid certifications?
I often wonder when I see people completing certificates on ML, are these more for showing the world that you know and understand ML or is it really a sense of achieving something! If it is the latter then why pay ? and why need a certificate at all?
Let me elaborate on the resources that are free and can do a better job than most paid ML courses:
Googles free website to choose videos, Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com0tag:blogger.com,1999:blog-7200173817191646600.post-67631873826165824032018-02-26T09:29:00.001+11:002018-02-26T09:29:58.346+11:00Track GitHub trending repositories in your favorite programming language
This one is definitely something every person who codes should do
Track GitHub trending repositories in your favorite programming language by native GitHub notifications!
vitalets/github-trending-reposgithub-trending-repos - Track GitHub trending repositories in your favorite programming language by native GitHub notifications!
Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com1tag:blogger.com,1999:blog-7200173817191646600.post-37379993889075017992018-02-05T09:49:00.003+11:002018-02-05T09:49:44.266+11:00Algorithms and their Accuracies
Here is an interesting illustration that might help you to choose your ML algorithm.
Source: scikit-learn.org
Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com1tag:blogger.com,1999:blog-7200173817191646600.post-85994467648364241992018-02-02T11:41:00.001+11:002018-02-02T11:41:45.493+11:00Top-down learning path: Machine Learning for Software Engineers
The best ML learning path that helped me:Each subject does not require a whole day to be able to understand it fully, and you can do multiple of these in a day. Each day I take one subject from the list below, read it cover to cover, take notes, do the exercises and write an implementation in Python or R.
Table of Contents
What is it?
Why use it?
How to use it
Don't feel you aren't smartAditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com2tag:blogger.com,1999:blog-7200173817191646600.post-89718948321458877982018-02-02T10:48:00.000+11:002018-02-02T10:48:42.044+11:00Machine Learning Framework Comparison
Source: https://www.kdnuggets.com/2018/01/mlaas-amazon-microsoft-azure-google-cloud-ai.html
Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com0tag:blogger.com,1999:blog-7200173817191646600.post-68976334808693528632018-02-01T09:55:00.000+11:002018-02-01T09:55:07.920+11:00Cheatsheet Python - That's one small step for learning, giant leap for Machine Learning"Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com0tag:blogger.com,1999:blog-7200173817191646600.post-89409329216888866982018-01-31T09:55:00.000+11:002018-01-31T09:55:14.880+11:00Australia 2030 - Roadmap to innovate and transform / disruption through ML
Good to see there are smart people having a futuristic vision in this space, though 2030 sounds far!
New Australian innovation roadmap calls for focus on AI, machine learning
Data science and artificial intelligence (AI) represent a significant economic opportunity for the Australian economy, according to a new report released by Innovation and Science Australia (ISA). ISA was tasked by theAditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com3tag:blogger.com,1999:blog-7200173817191646600.post-52144473403260331402018-01-30T10:09:00.000+11:002018-01-30T12:22:22.996+11:00Notebook or Scripts on Kaggle?
What is a Kernel?
Kernels contain both
the code that is needed for analysis
and the analysis itself!
"Kaggle Kernels is a cloud computational environment that enables reproducible and collaborative analysis. Kernels supports scripts in R and Python, Jupyter Notebooks, and RMarkdown reports. Go to the Kernels tab to view all of the publicly shared code on this competition. For more on how Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com0tag:blogger.com,1999:blog-7200173817191646600.post-60178517590064393132018-01-29T15:31:00.001+11:002018-01-29T17:05:59.207+11:00Key takeaway on how to start your ML journey
I recently gave a talk on ML and that has inspired me to tread down the path and explore more.
I can't call it a recent post but it is a recent post from Jason Brownlee that I read which has given me better direction to add some seriousness to this field
Some key takeaway on how to start mine/your ML journey:
DO NOT go through ML tutorials , Get onto hands-on realtime Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com0tag:blogger.com,1999:blog-7200173817191646600.post-47630003084977551772018-01-25T16:54:00.001+11:002018-01-25T16:57:07.655+11:00Why did I change the name of my blog?
Okay, I have been asked by a lot of people and if you follow my blog you’re probably wondering why did I change the name of my blog right?
Well, if you are not living under a rock you've probably heard about "Machine Learning" and how it's changing everything we do. Therefore the new name "Go gaga over Testing Machine Learning" , all the posts going ahead will be veryAditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com2tag:blogger.com,1999:blog-7200173817191646600.post-34120679177803110332018-01-11T09:31:00.000+11:002018-01-11T09:31:30.205+11:00Every CIO must read this post - CIO must-dos for 2018
The best time that I spend on my way to work reading blogs and sharing information, the byproduct a few must reads for almost anyone who wants an answer to where is technology going in the near future:
IT goals for 2018: Five CIO must-dos
For me, 2017 was a good year. We got a lot done. And the situation in the world -- everything moving at a faster... pace, constant change, new types ofAditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com0tag:blogger.com,1999:blog-7200173817191646600.post-61798380174407056032018-01-08T17:05:00.002+11:002018-01-08T17:05:31.102+11:00Curated list of all possible Testing tools via the Test Pyramid
Based on the testing pyramid by Martin Fowler , I decided we need something similar that gives us a reference to all possible tools for each layer of the pyramid.
and a similar one for mobile devices and Non Functional testing.
Here is a curated list of all possible testing tools classified by the pyramid as a reference:
https://github.com/AdyKalra/TestingToolsviaTestPyramid
Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com27tag:blogger.com,1999:blog-7200173817191646600.post-6330850269077434182017-12-07T10:18:00.000+11:002017-12-07T10:18:13.635+11:00What was once seen as a bottleneck will now become a ‘corkscrew’
One last blog post before the year ends and we start a new beginning in the testing world, this article sums up where testing is headed to!
Complexity, testing and its impact on innovation in 2018
Commercial industry has been fundamentally changed by digital technology. The most revolutionary organisations, like Uber and Netflix have shifted the goalposts, moving entire businesses onlineAditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com1tag:blogger.com,1999:blog-7200173817191646600.post-56086555389759638522017-11-13T09:20:00.002+11:002017-11-13T09:20:43.343+11:00Machine Learning or Automation? Exactly my thoughts!
Perfect start to Monday! Quick read that syncs the idea of how AML would be used in shaping the future of software testing:
Machine Learning or Automation: What's the Difference?
There's a lot of buzz in the tech industry, especially with cutting-edge technologies like artificial intelligence and machine learning becoming more mainstream. While many professionals understand that these Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com9tag:blogger.com,1999:blog-7200173817191646600.post-90230138465568825082017-11-08T09:33:00.000+11:002017-11-08T09:33:55.256+11:00Top 10 CI systems with Git
GitHub welcomes all CI tools
Continuous Integration ( CI) tools help you stick to your team's quality standards by running tests every time you push a new commit and reporting the results to a pull request. Combined with continuous delivery ( CD) tools, you can also test your code on multiple configurations, run additional performance tests, and automate every step until production.
Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com0tag:blogger.com,1999:blog-7200173817191646600.post-33631024161147455722017-10-25T16:53:00.001+11:002017-10-25T16:53:11.692+11:00Curated list of static analysis tools, linters and code quality checkers
Here is a curated list of static analysis
tools, linters and code quality checkers for various programming languages: https://github.com/mre/awesome-static-analysis
C# Static code Analysis tools
.NET
Analyzers - An organization for the development of
analyzers (diagnostics and code fixes) using the .NET Compiler Platform.
Code
Analysis Rule Collection - Contains Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com13tag:blogger.com,1999:blog-7200173817191646600.post-23109948741864026492017-10-23T14:55:00.000+11:002017-10-23T14:55:38.756+11:00The CEO of GitHub thinks automation will bring an end to traditional software programming
“We think the future of coding is no coding at all,” said Wanstrath
The CEO of GitHub, which caters to coders, thinks automation will bring an end to traditional software programming
SAN FRANCISCO - Coding - at least as it's traditionally done, by typing arcane commands on a keyboard - could soon become another job for the robots. That was main idea behind GitHub CEO Chris Wanstrath's Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com0tag:blogger.com,1999:blog-7200173817191646600.post-19944578465973438602017-10-17T09:59:00.000+11:002017-10-17T09:59:26.800+11:00Fan of the Ghostlab
Do you want to test your responsive website on every possible device but just worry about automating one.
Found a bug the front-end guys need to fix? The hassle of remembering how to do a screenshot on a particular mobile device, getting it off the device and firing up your image editor to do your annotations has finally ended:
Take a screenshot directly from within Ghostlab, annotate it Aditya Kalra (Ady)http://www.blogger.com/profile/06923417477888464758noreply@blogger.com0