optimization, cost reduction and improved decision-making. Indeed, McKinsey's latest annual research on the state of enterprise AI found that its use is surging: Fueled
Knowing linear algebra and multivariate calculus is very helpful for Data Analysts. Microsoft Excel: Organizing data and collecting numbers are among the main tasks of Data Analysts. Hence it is beneficial if a Data Analyst is comfortable with using Excel. Scope of Career in Data Analytics A ...
In general, machine learning engineers should have a strong background in computer science, math and statistics. Key areas that are relevant to machine learning include linear algebra, calculus, probability, data structures and optimization. Budding machine learning engineers often focus their ...
Posted by Dirk under Math, Optimization, Regularization | Tags: calculus of variations, optimal transport | Leave a Comment The problem of optimal transport of mass from one distribution to another can be stated in many forms. Here is the formulation going back to Kantorovich: We have two ...
The idea is to “integrate” the lines indicated by the flecnode to produce smooth curves on the surface ; one then uses the vanishing (1) and some basic calculus to conclude that these curves have zero torsion and are thus planar curves. Some further manipulation using (1) (now just to...
So what could possibly bespecialabout even such advanced DNNs as AlphaFold2 and LaMDa? Are they not just fancy, complex, generic data models, subject to an iterative, parametric statistical optimization? In a way, I believe the answer is ‘yes’. But it is vital to notice that this does ...
The sample size calculator above is also a great way to estimate how you should plan to run your A/B test for. The reality is it’s going to depend on a number of variables, and there’s no one-size-fits-all answer here.
The homepage is a vanilla flavoured list which curates mostly technology and mathematics related content. One can find here quotes, comments, articles, videos and opinions.
I have tried to avoid making statements about floating-point without also giving reasons why the statements are true, especially since the justifications involve nothing more complicated than elementary calculus. Those explanations that are not central to the main argument have been grouped into a ...
What is your self-limiting belief? Do you have a self-limiting belief? Think about it. What are your goals and why do you think you are not there yet? Do you have a goal to get into machine learning, to become a data scientist or a machine learning engineer but have not taken the...