Jobs that will be Impacted by AI in the Next Decade
The last few years have seen several improvements in the field of Artificial Intelligence (AI). As a result, today's AI-powered products...
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Knowledge Mining in Azure : Q & A
I've recently participated to the Astana EdTech forum, and during the event we have had an interesting discussion on the Knowledge Mining...
What color is deception: 5 days experiment
I've recently had a simple idea of colorizing deceptive reviews based on their sentiment. The principle was quite clear: analyze the ...
Content recommendation: ethics and responsible use
We are all surrounded by intelligent recommender systems. When you listen your LoFi hip hop playlist on Spotify while studying, or read...
From surfing to diving: a new approach to scientific research
We live in a world where there is more and more information, and less and less meaning. Jean Baudrillard Infoxication The term...
AI and ethics on Microsoft : personal experience
As a data scientist, I can assure you that ethics should play a crucial role in every step and every iteration of the classical Machine...
Python pandas: flatten headers
In this short blog post we are going to see how to flatten your pandas dataframe after aggregation operation. Why flatten your columns?...
Evolution of Machine Learning and Music : Grace and Beauty
It all started with... It all started with statistical methods that were first discovered and then refined. The world then saw the...
Create your own Covid-19 assistant with Azure Q&A maker
Who can be vaccinated now? How many confirmed cases of Covid-19 are there in France and around the world? What measures should employers...
Azure ML inference pipelines with clustering models
Clustering is a form of machine learning in which related objects are grouped together based on their characteristics. It is an example...
Sentence Transformers on Databricks: Tips and Tricks
What is Sentence Transformers? Sentence Transformers are Multilingual Sentence, Paragraph, and Image Embeddings using BERT & Co. These...
Technological Innovations Improving the Internet
The internet has become an essential part of society — from connecting people across the world, to allowing people to work and get an...
Securing Access from Databricks to ADLS: Session scoped Service principal
At the end of the day, the goals are simple: safety and security. Jodi Rell There's an excellent document providing guidance and...
Azure Text Analytics with Databricks: Fast and Furious
Azure Text Analytics is an AI service that uncovers insights such as sentiment, entities, relations and key phrases in unstructured text....
[Rookie's Friends] 4 Most Common Types of Cybersecurity Threats
There’s every indication that the pandemic is changing the nature of cybersecurity. Online threats are evolving to match our new...
[Rookie's Friends] 5 Tips for Building a Culture of Security Among Remote Employees
In one of our previous posts, we highlighted the importance that making security a part of your organizational culture played in keeping...
Data Augmentation for NLP with CameBERT
In the previous article we've seen how to implement the data augmentation for Computer Vision. In this article we are going to see how to...
Computer Vision Data Augmentation: Code Sample
I've been recently using Azure Custom Vision for training an image classifier and exporting a trainied model in a tensorflow format. With...
[Rookie's Friends] Construction Apps—10 Ways to Build Your Contracting Business From Your Phone
Want to grow your construction business? There’s an app for that. Thanks to modern technology, it’s possible to update blueprints, create...
Azure Machine Learning : Pricing details
There are many references explaining how to train a model on Azure Machine Learning. There're also plenty of documents demonstrating how...