Trending this week: Use computer vision to spot politicians distracted by their phones; Learn how to select the best deep learning object detectors; 5 key steps to begin your career as a successful freelance data scientist.
Every week we analyze the most discussed topics on Twitter by Data Science & AI influencers.
The following topics, URLs, resources, and tweets have been automatically extracted using a topic modeling technique based on Sentence BERT, which we have enhanced to fit our use case.
Want to know more about the methodology used? Check out this article for more details, and find the codes in this Github repository!
Overview
This week, Data Science and AI influencers on Twitter have talked about:
- Spotlight On Computer Vision
- Making The Most Out Of Python
- Guide To Succeed In Data Science
Spotlight On Computer Vision
This week, data science…
Trending this week: NLP can take your business to the next level; 5 things you need to know about sentiment analysis; Choose the right clustering algorithm for your data.
Every week we analyze the most discussed topics on Twitter by Data Science & AI influencers.
The following topics, URLs, resources, and tweets have been automatically extracted using a topic modeling technique based on Sentence BERT, which we have enhanced to fit our use case.
Want to know more about the methodology used? Check out this article for more details, and find the codes in this Github repository!
Overview
This week, Data Science and AI influencers on Twitter have talked about:
- Insightful NLP Use Cases
- ML How-Tos
- Amazing AI Use Cases
Insightful NLP Use cases
Natural language processing (NLP) has been one of the topics…
Multidimensional analysis gives the ability to view data from different viewpoints.
This is especially critical for business.
Let’s take a quick look at the few visualizations below.
We saw that with the same set of data, we are able to view the margin per shop, per product category, or for a specific brand or product, their margin getting broken down further by their subcategories. This difference in perspective can help businesses gather different insights.
What goes behind the scene?
To achieve these visualizations with relational databases, we will need a few kinds of SQL operations. Typically, there will be table joins, WHERE conditions to filter the data that we want and groupings by the different categories.
…Why atoti is a good fit for their needs
I came across the presentation from Meghana Kshirsagar and Gauri Vaidya on “Business Intelligence with Online Analytical Processing with atoti”.
I had a quick catch up with Gauri and got to know that she has been sharing atoti with students along with her mentor, Meghana. Meghana is a postdoctoral researcher at the University of Limerick. I got curious about what these researchers do and how they got to know about atoti. But more importantly, why are they sharing it with the community?
Join me in my conversation with the mentor and mentee to find out more.
Huifang: Could you introduce yourselves to our community?
Trending this week: Read about TLDR for extreme summarization of scientific documents; Use Lightning-Flash for fast prototyping of your deep learning solutions; How to correctly select a sample from a huge dataset.
Every week we analyze the most discussed topics on Twitter by Data Science & AI influencers.
The following topics, URLs, resources, and tweets have been automatically extracted using a topic modeling technique based on Sentence BERT, which we have enhanced to fit our use case.
Want to know more about the methodology used? Check out this article for more details, and find the codes in this Github repository!
Overview
This week, Data Science and AI influencers on Twitter have talked about:
- ML Updates
- ML How-Tos
- Discussions on AI
ML Updates
This week, very interesting updates on machine learning were shared by the influencers.
Trending this week: Build vison-language models using X-modaler; Use example weighting strategy for deep learning; Get notified the second your training is done using MLNotify.
Every week we analyze the most discussed topics on Twitter by Data Science & AI influencers.
The following topics, URLs, resources, and tweets have been automatically extracted using a topic modeling technique based on Sentence BERT, which we have enhanced to fit our use case.
Want to know more about the methodology used? Check out this article for more details, and find the codes in this Github repository!
Overview
This week, Data Science and AI influencers on Twitter have talked about:
- Amazing DL resources
- ML Updates
- Potential of AI
Amazing DL Resources
This week, data science and AI influencers have shared amazing resources on…
Faced with creating an NLP text to query exploration of storm data from a spider dataset requiring multidimensional analysis and storytelling through visuals, Tasneem and her team discovered atoti.
“I didn’t need to switch from different tools to construct the cube and then switch to another tool to create a visualization. I was able to do everything in the same Jupyter notebook just using atoti.”
Tasneem is a budding Data Scientist who discovered atoti during her graduate studies. Her exploration into the library allowed her to create a cube and visualize it in one Jupyter notebook instance. Read on for her experience.
As business or data analysts, there are times when we are presented with a set of data and asked to provide some insights from it. Not only do we have to present our findings to the business users, we often have to account for their technical credibility.
“Technical” credibility here means for instance the formulas that were applied, the integrity of the data and scalability etc. Business-wise, it would typically be the key performance indicators that drive the business.
The most common way to do so is with Microsoft Excel. We can create formulas, generate charts and pivot tables. Click…
Trending this week: Use cuDF to implement Pandas on GPUs; 12 amazing features selection methods; How GPT-3 and AI will destroy the internet.
Every week we analyze the most discussed topics on Twitter by Data Science & AI influencers.
The following topics, URLs, resources, and tweets have been automatically extracted using a topic modeling technique based on Sentence BERT, which we have enhanced to fit our use case.
Want to know more about the methodology used? Check out this article for more details, and find the codes in this Github repository!
Overview
This week, Data Science and AI influencers on Twitter have talked about:
- ML & Data Science How-Tos
- AI Uses Cases
- AI Discussions
ML & Data Science How-Tos
This week, AI & data science influencers have shared amazing…
How often were you tasked to turn over a functional, self-service dashboard to the business management team? What tools would you use to do so? The next time you’re in such a situation, try atoti — a free Python BI analytics platform.
In case you’re wondering if it suits your needs, below are the features of atoti:
In this article, we will focus on how we can work with the atoti web application to create beautiful dashboards with storytelling capability. Before that, take a look at the complementary article on The How-tos of atoti Dashboards.
atoti
BI analytics. Boosted.
