Machine learning

Machine learning engineers are needed by large tech companies around the world. This is why universities and educational institutions around the world have made it important that machine learning courses are provided. This is to provide a better understanding of this technology and how it can improve our daily lives in general. Additionally, professionals in machine learning have the chance to earn a high salary in a field that has generated over $40 million over the years and will generate more before 2025. Moreover, many countries have institutions where you can study machine learning. This is because the governments of these countries have provided enough budget to go into that sector, as well as job opportunities for graduates who are proficient in that skill. In this article, we look at the 5 countries to study Machine Learning as well as certifications, salaries, and job prospects. What is Machine Learning? Machine learning is a computer science and artificial learning branch (AI) that uses data and algorithms to imitate or copy the way humans learn, to improve the accuracy of its results. Furthermore, the term machine learning was created by Arthur Samuel of IBM and has since then reached a milestone in its global usage, from entertainment to manufacturing. Moreover, companies like Netflix and Tesla have used technology to create innovative products and services that have produced a lot of revenue. Therefore, machine learning is an essential part of data science and plays a huge part in the development of business and global economic growth. This is because machine learning helps identify the most important questions and give answers to them. Top 5 Countries To Study Machine Learning Below is a list of the top 5 countries to study machine learning abroad: 1. United States Of America Average annual salary: US$145,000 per annum Job Prospect: In the past month, there were over 4,700 job openings for machine learning engineers on LinkedIn in the US. The United States of America is one of the top choices if you are seeking to study machine learning. Universities in this country offer both undergraduate and postgraduate degrees in this field. Because machine learning is broad, the U.S. offers structured courses for specific specializations, which is advantageous to students. Additionally, studying in the US guarantees access to high-quality education, scholarship opportunities, internship opportunities, and job opportunities. Top universities for machine learning in the U.S. Stanford University Massachusetts Institute of Technology (MIT) Carnegie Mellon University University of California, Berkeley University of California, Los Angeles (UCLA) University of Washington Harvard University California Institute of Technology (Caltech) 2. Australia Average annual salary: AUD 60,000 to AUD 90,000 per year Job Prospect: In the past month, there were over 500 job openings for machine learning engineers on LinkedIn in Australia. Australia offers a wide range of programs that are innovative and beneficial in today’s world, and it is not surprising that it is among the top countries to study machine learning. Australia also houses many companies in different sectors, from healthcare, to travel and tourism, retail, Information technology, and so on. There is no doubt that the presence of these industries will create a need for machine learning engineers, especially to meet up with the fast-changing demands of the world today. Some of the benefits of studying machine learning in Australia include access to job opportunities, students can also work while they study, and there is also safety and security for students who decide to pursue a degree in this country. Top universities for machine learning in Australia Australian National University (ANU) University of Melbourne University of New South Wales (UNSW) University of Queensland 3. Switzerland Average annual salary: CHF 90,000 to CHF 150,000 or more annually. Job Prospect: In the past month, there were over 500 job openings for machine learning engineers on LinkedIn in Switzerland. Switzerland equally hosts a large number of international students, as Swiss universities are among the best on the European continent. When compared to other Western countries, Swiss universities are generally affordable, and the services are world-class. It is a diverse country with different languages, including German, Romansh, French, and Italian. Also, it offers high-quality education. Additionally, Switzerland has one of the most robust economies, the standard of living is high, and the salary rate is equally high for those living here. Moreover, the unemployment rate is low, and the country offers a beautiful outlook with mountains and other natural scenery. Top universities for machine learning in Switzerland ETH Zurich (Swiss Federal Institute of Technology) EPFL (École Polytechnique Fédérale de Lausanne) University of Zurich University of Geneva University of Bern University of Lausanne The University of Basel, University of St. Gallen University of Fribourg University of Neuchâtel 4. United Kingdom Average annual salary: £30,000 to £45,000 per year Job Prospect: In the past month, there were over 2,000 job openings for machine learning engineers on LinkedIn in the UK. The United Kingdom has significantly produced graduates in this field. With the increasing demand for machine learning engineers in the world today, there is no doubt that the U.K. is a go-to country for this course. The U.K. equally offers quality education and detailed and comprehensive study programs taught by experienced lecturers. Moreover, the United Kingdom is also known for endorsing inclusion and diversity because it is a multicultural country. International students who want to study here have nothing to worry about, as there are a large number of international students studying here. Top universities for machine learning in the U.K University of Oxford University of Cambridge Imperial College London University College London (UCL) University of Edinburgh University of Manchester University of Bristol University of Warwick University of Southampton 5. Canada Average annual salary: CAD 60,000 to CAD 90,000 per year Job Prospect: In the past month, there were over 1,000 job openings for machine learning engineers on LinkedIn in Canada. Canada houses some of the top universities in the world when it comes to machine learning. In addition to the quality education that is guaranteed in this country, students also have access to opportunities like internships and scholarships, especially for international students. Having the opportunity to intern sets you ahead in the labor market, as you would have gained a reasonable amount of experience before starting on your own. Additionally, Canada is a country that also embraces science and technology, and there is a demand for professionals in the machine learning field in this country. Finally, Canada is equally an English-speaking country, which makes it a plus for international students who can also speak the language. Top universities for machine learning in Canada. University of Toronto University of Alberta McGill University University of British Columbia Simon Fraser University University of Waterloo Western University Certificates in Machine Learning Note that you may not need to have a machine learning certificate to get a job. But getting one would enhance your chances of getting a high-paying job. Here are some certifications that machine learning professionals need to get: 1. AWS Certified Machine Learning: Specialty: This certification is given by Amazon Web Services (AWS). 2. Google Cloud Certified: Professional Machine Learning Engineer: This certification is from Google Cloud. 3. Microsoft Certified: Azure AI Engineer Associate: This certification offered by Microsoft validates. 4. IBM Data Science Professional Certificate: This certificate program on Coursera is offered by IBM. 5. NVIDIA Deep Learning Institute (DLI) Certifications: This certification is given by NVIDIA. 6. TensorFlow Developer Certificate: This certification is offered by TensorFlow. 7. Coursera Machine Learning Certifications: This certification is offered by Coursera. Contact AfterSchoolAfrica For Your Admission For international students looking to get a quality Machine Learning education, it can be financially demanding. At AfterSchoolAfrica, we understand that education should be based on the potential for value creation to build an inclusive global economy. Furthermore, we can help make this dream a reality by offering scholarships, loans, and work-study programs for financial assistance. Therefore, by exploring these avenues, you can focus on your studies without worrying about financial burdens. Additionally, through our global education lending partners, we now help and support African students to fund their graduate education in the US, Canada, or the UK. You don’t need collateral or a Cosigner. Are you an African graduate student with potential in machine learning? The Edxtra Student Loan Support Service will provide you with the required expert support and guidance to get student loans. Note that our alliance with our global lending partners will help you get that education at leading international universities. 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Machine learning

5 Countries to Study Machine Learning? Certs, Salary & Jobs