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When it comes to research in new-age technologies, Microsoft has been striving hard to stay ahead of its competitors. From recommendations to gaming, the tech giant has been using popular techniques like reinforcement learning to create efficient products for customers that match their interests.
The foundational work in reinforcement learning (RL) started back in 1992, in which the researchers worked on Simple Statistical Gradient. This year, the tech giant has made significant contributions in the ongoing AI conference known as NeurIPS 2020. The three key research areas that are being focussed this year include batch reinforcement learning; a strategic exploration that has given rich observations; and representation learning.
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Recently, researchers from Google proposed the solution of a very fundamental question in the machine learning community — What is being transferred in Transfer Learning? They explained various tools and analyses to address the fundamental question.
The ability to transfer the domain knowledge of one machine in which it is trained on to another where the data is usually scarce is one of the desired capabilities for machines. Researchers around the globe have been using transfer learning in various deep learning applications, including object detection, image classification, medical imaging tasks, among others.
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An extensively researched list of top Microsoft big data analytics and solution with ratings & reviews to help find the best Microsoft big data solutions development companies around the world.
An exclusive list of Microsoft Big Data consulting and solution providers, after examining various factors of expert big data analytics firms and found the equivalent matches that boast the ace qualities with proven fineness in data analytics. For business growth and enterprise acceleration getting inputs from the whole data of the organization have become necessary, thus we bring to you the most trustworthy Microsoft Big Data consultants and solutions providers for your assistance.
Let’s take a look at the List of Best Microsoft big data solutions Companies.
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Check out the 5 latest technologies of machine learning trends to boost business growth in 2021 by considering the best version of digital development tools. It is the right time to accelerate user experience by bringing advancement in their lifestyle.
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Microsoft has launched a free MIT-approved learning course titled “Machine Learning For Beginners” to teach students the basics of machine learning. The course duration is 12 weeks.
Azure Cloud advocates and Microsoft student ambassador authors, contributors and reviewers put together the lesson plan that uses pre and post lesson quizzes, videos, knowledge checks, infographics, sketch notes and assignments to equip the students with machine learning skills. The curriculum aims to teach classic machine learning using Scikit-learn as a resource library.
Play The introduction to ML breaks down the key concepts of machine learning, history, introduction to tools and techniques and also the concept of fairness and data bias in ML. The curriculum covers Reinforcement Learning, Natural Language Processing, Time Series Forecasting, Clustering, Regression and Classification with hands-on practical lessons to teach how to use the models inside web applications.
The curriculum covers:
Find the full curriculum here: https://github.com/microsoft/ML-For-Beginners
Last year Microsoft launched an initiative to help 25 million people worldwide to acquire digital skills in the pandemic economy. Software development, graphic designing, data analysis, financial analysis and IT administration were among the 10 jobs identified with the greatest number of job openings and steady growth in the past four years. The initiative underlines the importance of digital skills to navigate the post pandemic world.
Microsoft has also listed a few courses on the edX platform. The courses are taught by Microsoft experts and offer hands-on experience with broad reach, cutting-edge technologies in areas including cloud services, mobile development, and data sciences. The courses, ideal for students and working professionals, teaches how to build innovative applications, services, and experiences on the Microsoft platform.
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