Tag: deep learning

  • How to Register for Amazon India’s Machine Learning Summer School Programme

    Machine Learning and Deep Learning concepts have become one of the sought-after skills required by a student in the industry. The role has seen an increased demand and recently even ISRO had introduced a free programme for students and professionals to enroll in the programme. In this article let’s look at the machine learning programme introduced by Amazon India.

    Amazon Machine Learning – Latest News
    About the Machine Learning Summer School programme
    Aim of the Machine Learning Summer School programme
    Who can Apply for Machine Learning Summer School programme?
    Selection Process for Machine Learning Summer School programme
    Curriculum of the Machine Learning Summer School programme
    FAQ

    Amazon Machine Learning – Latest News

    Amazon India has announced that it would launch a Machine Learning programme which will be a summer school. The programme aims to focus on making students ready according to the industry requirements. The company has conveyed that the programme will be conducted free of cost and the applications for the summer school programme were announced to begin on 14 June 2021.

    About the Machine Learning Summer School programme

    The free Machine Learning programme conducted by Amazon India will be a virtual programme and the virtual programme will be conducted from 9 July 2021 to 11 July 2021. The course would begin at 9.00 am and would end by 6.00 pm.

    The programme will also have an interactive Question and answer session where the doubts of the candidates will be answered and clarified. Amazon India has conveyed that their Machine Learning Summer School is designed in order to impact the core machine learning skills which help the students by making them ready according to the industry requirements.

    The participants of the programme will also have the opportunity in being able to explore the machine learning skills with the expert scientists of Amazon.


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    Aim of the Machine Learning programme

    Rajeev Rastogi who is the VP of India Machine Learning at Amazon conveyed that the aim of the course is to prepare the students for science course which will help them in reducing the gap between the growing demand for the machine learning roles across the companies and the talent pool with the required amount of machine learning skills.

    The company also conveyed that the Machine Learning Summer School which was launched on 13 June 2021 will be launched every year.

    Who can Apply for Machine Learning Summer School programme?

    The Virtual Summer School for Machine Learning is mainly meant for Engineering students who have enrolled for Bachelor’s, Master’s or for PhD programmes and are expected to graduate by 2022 or 2023. The programme will concentrate on students from these Universities in India:

    • IIT Roorkee.
    • IIT Guwahati.
    • National Institute of Technology (NIT) Tiruchirappalli.
    • NIT Surathkal.
    • NIT Warangal.
    • Anna University.
    • Delhi Technological University (DTU).
    • IIT Kanpur.
    • Indian Institute of Science (IISc).
    • IIT Banaras Hindu University (BHU).
    • International Institute of Information Technology (IIIT) Hyderabad.
    • IIT Bangalore.
    • Indraprastha Institute of Information Technology Delhi.
    • Indian Institutes of Technology (IIT) Bombay.
    • IIT Madras.
    • IIT Kharagpur.
    • IIT Delhi.
    • Birla Institute of Technology (BITS).
    • IIT Hyderabad.
    • IIT Indian School of Mines (ISM) Dhanbad.

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    Selection Process for Machine Learning Summer School programme

    The interested students will have to check the eligibility criteria and those who are eligible will have to apply through the official website before 25 June 2021. There will be a selection test for the duration of 45 minutes and based on the performance of the test the eligible students will be admitted into the Virtual Machine Learning Summer School.

    You can register for Virtual Machine Learning Summer School course on Amazon summer school India website
    You can register for Virtual Machine Learning Summer School course on Amazon summer school India website

    The part A will consist of 25 multiple choice questions which will cover the basic machine learning concepts and fundamentals on math topics such as statistics, probability and linear algebra. Part B will cover two programming-based questions.

    Curriculum of the Machine Learning Summer School programme

    The curriculum of machine learning summer school will cover the fundamentals of machine learning which will link them to the practical applications in the industry through a course duration of three days. The students will also get to learn about Deep learning and the course will also cover concepts about Probabilistic
    Graphical models which will help in solving e-commerce industry specific business problems.

    Conclusion

    The problems include demand forecasting, catalogue quality, product recommendations, search ranking and online advertising. Amazon India will shortlist the students from their partnered universities with the results based on online assessments. The candidates will be able to get access to virtual tutorials and Amazon research conferences.

    FAQ

    What is the curriculum of amazon machine learning summer school programme?

    The curriculum of Amazon machine learning summer school will cover the fundamentals of machine learning which will link them to the practical applications in the industry through a course duration of three days.

    What is the last date of Amazon machine learning summer school?

    The interested students will have to apply through the official website before 25 June 2021.

    Is the Amazon machine learning summer school free?

    Yes the machine learning summer school is free for students and this programme is mainly meant for Engineering students who have enrolled for Bachelor’s, Master’s or for PhD programme and are expected to graduate by 2022 or 2023.

  • How to Enroll for ISROs Free Machine Learning & Deep Learning Course?

    The Indian Space Research Organization has announced that they are offering a 5-day free online course on Machine Learning. The course is expected to cover Machine Learning to Deep Learning in a period of 5 days. Let’s look at the further details of the online certification course provided by ISRO.

    ISRO Course – Latest News
    Details of the ISRO Course
    Target Audience for the Course
    Syllabus of the ISRO Course
    Requirements for Receiving the Certificate
    Registration for ISRO Course
    FAQ

    ISRO Course – Latest News

    ISRO has invited applications for a 5-day free online course from interested candidates. The course would cover Machine Learning to Deep Learning: A journey for remote sensing data classification. This is a short course that can be completed within a period of 5 days and also provides a certificate for the participants.

    The course is going to be conducted through the IIRS (Indian Institute of Remote Sensing) which is considered to be part of their outreach programme and the coordinator of the programme is from the IIRS DLP team, Dr. Poonam S Tiwari.

    Details of the ISRO Course

    The IIRS Machine Learning programme will be conducted from 4 to 5.30 PM from the 5th-9th of July 2021. The participants will be able to attend the course through the e-class portal of IIRS Dehradun using any web browser.

    The course is being sponsored by the Department of Space, Indian Space Research Organization (ISRO), Indian Institute of Remote Sensing (IIRS), the Government of India and Dehradun. The course is offered free of cost and there are no enrollment fees or course charges. On the completion of the course, the participants will receive a certificate from the Indian Space Research organization.

    Target Audience for the Course

    The target audience for the course or the participants who could benefit from the course is the professionals who are engaged in different applications for remote sensing data processing and are developing a specific interest in the field and would want to further increase their knowledge and learn the Machine learning or the concept of Deep Learning.

    The course also can be attended by the participants who have a basic understanding of the Deep Learning and Machine Learning concepts and also the ones who have a basic understanding of concepts such as Geographical Information System and Remote Sensing.

    IIRS Website
    IIRS Website

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    Syllabus of the ISRO Course

    The course intends to providing knowledge and educating the participants on exploring the algorithms of Machine Learning Concepts and the Deep learning in order to develop a specific level of information on remote sensing data sets from multi-sensor.

    The syllabus and the course schedule are as follows

    • 5 July 2021 – Remote Sensing and its sensors of various resolutions. Radiometry and geometric corrections and basic understanding of the image.
    • 6 July 2021 – Basic Classifier to Machine Learning: A Journey.
    • 7 July 2021 – Methods in Machine Learning: Supervised, unsupervised, and reinforcement.
    • 8 July 2021 – Fuzzy-Machine Learning with application in the temporal data processing.
    • 9 July 2021 – Network based Learning Algorithms: ANN to CNN or RNN.

    Requirements for Receiving the Certificate

    Even though it is a free course and open for all there are certain basic criteria for receiving the certificate. The participants will be receiving a certificate based on their attendance for their sessions, which is supposed to be more than 70% of the course through the e-class portal.

    The participants who attend the course sessions through the YouTube channel of IIRS will have to mark their attendance after 24 hours through an offline session.


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    Registration for ISRO Course

    The interested participants will be able to register for the free online course by visiting the official website of IIRS and Select Course Name, Individual Registration/Registration through IIRs Nodal Center after that Select Basic Qualification, Basic Knowledge on and write the description for how the course contents of this course will be useful for your professional career. The participants have to option to attend the sessions through the e-class of IIRS or through the YouTube channel of IIRS.

    Conclusion

    IIRS (Indian Institute of Remote Sensing) is an organization under the Indian Space Research Organization, Department of Space, and Government of India. They are a premier training and educational institute that is set up for developing trained professionals in the field of remote sensing.

    FAQ

    Who can apply for ISRO free online courses?

    Central and state government employees, researchers, professionals, and those attached with NGOs can attend the course. Also, interested candidates must have basic knowledge of remote sensing and GIS.

    What is ISRO free course?

    ISRO is providing free online course called “Machine learning to Deep Learning: A journey for remote sensing data classification”. This short course can be completed in five days, and participants will also receive a certificate.

    How can I apply for free course in ISRO?

    Visit the Website of IIRs and Select Course Name, Individual Registration/Registration through IIRs Nodal Center after that Select Basic Qualification, Basic Knowledge on and write the description for how the course contents of this course will be useful for your professional career.