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New Scenarios
If until yesterday we were talking to Alexa to turn on the light or look for a piece of music, now we are at the point of asking these tools to help us in the creation of artificial intelligence models.
Think of the advantage of being able to talk to a machine and arrive together with a forecast model of prices on the market.
This scenario is not a distant future, but tomorrow, and to better prepare you need to build a team where Data Scientists and other professionals focus only on business problems.
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A Complex Job
Data Scientist, a complex job. The digital sector has greater mobility than the others, thanks to the fact that the same technologies are applied in a fairly similar way from one industry to another.
It is therefore easy to change jobs, but in the case of Data Scientists the t...
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Training Models
The no-code and low-code approaches are really important in the company: on the one hand they allow "business" colleagues to be increasingly independent in the creation of reports and statistical analyzes, on the other hand they help digital staff to increase their productivity and quality of the...
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Natural Language
Tools that, by independently testing which machine learning technique is best suited to the problem, to research the key parameters and also to evaluate the model, allow the Data Scientist to concentrate on creating the model.
Recently, solutions have emerged that can process, understand an...
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Data into Profit
Every company has at its disposal a huge amount of unstructured data, in separate silos, processed for different reasons, and the hope of mixing it all with a sprinkle of artificial intelligence, thanks to the gurus who are the data scientists, is often misplaced.
The dream of transforming ...
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Complexity of the Work
In addition to the organizational aspect, in order to be able to keep these professionals in the company for at least 5-6 years so that they add value, the technological aspect also comes to the rescue of the complexity of the work required.
New no-code tools arrive on the market for the cl...
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More like this
The New Battlefield
- Though it is buying fresh content, there are brand-new players in the market with deeper pockets (Apple and Disney) and also Amazon Prime, who are in for the piece of the pie.
- Netflix may soon run out of new content, and due to the pandemic, production is halted for all movies and ...
Transfer learning concept
The biggest problem, thoug h, is that models like this one are performed only on a single task. Future tasks require a new set of data points as well as equal or more amount of resources.
Transfer learning is an approach in deep learning (and machine learning) where knowledge is ...
The T-shaped leader
Companies tend to gauge capacity based on leaders’ technical execution of tasks, but that perspective overlooks foundational elements that help these professionals reach a higher level—the T-shaped leader.
In this development model, the vertical line of the T represents de...
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