Data Science Fast Track

About The Module

In this module you will learn popular machine learning algorithms such as classification, principal component analysis, concept of errors, parameter regularization and feature selection.

You will learn how to prepare data for machine learning algorithms. The use of real-life cases will make you industry-ready. All the algorithms will be discussed in detail and even multiple algorithms will be discussed when required. For example, in classification we will discuss decision trees, support vector machines, random forests, Monte Carlo Markov Chain based classifiers.

AI is a part of our daily lives-whether it is our mobile phone based personal advisers such as Cortana and Siri or chatting with a delivery app through a Chatbot. The Indian industry has a huge demand for AI developers and people from all walks of life are interested to join the bandwagon.

In this Module you will learn what is Artificial Intelligence (AI), Deep Learning, Natural Language Processing (NLP). Real use cases would be used for NLP and Deep Learning. Computer vision and related use cases will be discussed

The Module is designed in such a way that irrespective of whether you are a techie or not, you will be able to master the contents and application.

Learning Objectives
  • What is machine learning and what are algorithms?
  • Use algorithms using Python
  • How to train models, to avoid over fitting?
  • How to interpret output of different algorithms?
  • What is Artificial Intelligence?
  • What is Deep Learning?
  • Tensorflow and keras for Deep Learning
  • Understand what are tensors
  • What is NLP? and different aspects of NLP
  • What is computer vision? And different applications of computer vision
  • How to know the limitations of the solution proposed?
  • You will be a hands-on data scientist at the end of the Module

Faculty Expert

Mr. Amit Saraswat

(Ex VP-Big Data Home Credit | Ex-Fidelity)

(Ex-Lending Kart | IIT Roorkee)

• Total Experience of more than 23 years across different Industries, NBFCs, Automobiles, Management Education, Pharma and Financial Services

• BE in Electrical Engineering from IIT, Roorkee, MBA from Manipal University, B.K. School of Management, Ahmedabad MBA (Marketing), pursuing Phd from AHRD, Ahmedabad

• More than 8 years of training experience. Delivered corporate trainings in predictive modelling at Deloitte, WNS, Persistent, HP, Cognizant, UNISYS, E&Y, Metlife, Technosoft. Was a Featured faculty scholar at SAS Global forum 2013

Faculty Expert

Mr. Anurag Srivastava

Sr. Researcher & Trainer – Artificial Intelligence (AI) & Machine Learning (ML)

• Professional with strong background in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Deep Learning and Computer Vision and Statistical Data Mining

• Proven ability to build up analytic tools that can help the research wing in transmitting market knowledge throughout the design to ensure that the new product is successful

• Data-Science Trainer in Gateway Group, Oracle, Genpact, Vodafone, Dubai RTA, Metlife, Reliance Capital and others

Faculty Expert

Dr. Sridhar Vaithianathan

Associate Professor & Ex. Area Chairperson Analytics & IT department, Institute of Management Technology (IMT)-Hyderabad

• Passionate Academician who drives knowledge outcomes for the past 17.5 years through teaching, research, training & consultancy

• Spearheaded & built Analytics curriculum for postgraduate management program by introducing 13 electives in Big-Data & Analytics domain

• Fostered Industry-Academia collaboration through practitioner sessions, panel discussions, joint research, consultancy, MDPs, invited talks and knowledge sharing at various industry forums

• Has been awarded with Best Professor in Business Analytics and Best Researcher in Business Analytics. Has various journal publications in his name

Pedagogy
  • Use of real industry case studies.
  • Theoretical knowledge sharing.
  • Two-hour basic coverage on how to use Python and Tensor-flow and Keras.
Module Duration

50 hours (2 hours per session)

Training Material

The data related to use cases would be provided to you. You will have access to the faculty experts for solving your problems. Larger cases would be provided as assignment and solutions to them would be provided at the end of the stipulated time.

Who Should Attend?

This module is designed for experienced professionals who want to switch careers and move to data science and leverage the experience of leading industry and academic experts. Working knowledge of Python is required.

Why SkillSir ?
  • Online and Onsite Modules
  • Live and Interactive Modules
  • Free knowledge sharing recorded sessions/videos by industry experts on Niche Topics
  • Internship and Placement assistance through Task Staffing Solutions Private Limited (One of our Group Company)
  • Use cases, capstone projects & real time data for better practical exposure
  • Dedicated Relationship Managers (RMs) to assist you in completion of the module
  • Weekend sessions, especially for working professionals
  • Networking with Like Minded Professionals
  • An Initiative from Task Group which has been servicing in the Indian Employment Market for last 24 years

Program Code: FDSFS101

Program Start Date: 17 October, 2020

Program Fee: ₹ 8,000* + GST.

Download Syllabus

Syllabus designed by the best faculty and industry leaders for upskilling

Explore SkillSir

  • SkillSir offers internally developed training modules
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The counsellors/RM’s at SkillSir will check with the interested candidates for initial scrutiny of eligibility against specified eligibility criteria of each module.

The qualifying candidates will then be asked to register themselves at SkillSir website and pay Rs. 1500 + GST / USD 25 towards the application processing fee.

This amount will NOT be refunded to candidates.

Candidates will then be required to take an online Assessment.

The candidates who clear the Assessment will thereafter proceed to complete the enrollment process including the payment process and complete a detailed application form and furnish soft copies of necessary documents.

In case you have any queries about the kind of supporting documents that needs to be uploaded, you may get in touch with our Counsellors/RM who will be able to guide you through the process. You may also reach out to us on : Email: info@skillsir.com; M: +91-9327768445; LL: 079-40205060/33/05/59.

All the information and documentation provided by you at the time of enrolment will be duly verified and if it is determined that the information and/or documentation provided by you is inadequate and/or does not substantiate the entry requirements and prerequisite criteria to the course/module, then your enrolment to the course will be cancelled with immediate effect and the instalment of the module/course fee paid by you to SkillSir at the time of registration, will be refunded to you.

Enrollment Process:

User will see the list of modules/courses on the SkillSir Website (www.skillsir.com)
The module/course content page on the Website will have an Apply Now button, the
participants can click on that button and follow the simple registration process.Assessment Criteria’s would be tested as explained above.

Emails will be triggered to the participants for successful payment and for successfully
completing the enrollment process.

After successful enrolment for the course/module, the participant will be able to access the
module/course on the SkillSir paltform.

In case you need help, please reach out to your Counsellor/RM.  You may also reach out to us
on : Email: info@skillsir.com ; M: +91-9327768445; LL: 079-40205060/33/05/59.

This Payment, Refund and Deferral Policy will come into effect immediately after a user/learner (“you” or “he” or “she” or “it”) acknowledges and agrees to the Policy. This Policy applies to the E-Learning Platform “SkillSir” which is a Training and Up-Skilling platform that offers its services through online as well as onsite/on campus trainings, designed to facilitate the teaching, learning, studying and evaluative process (the “Site” or “Web Site” or “Emails” or “Mobile Application” or “App” or “Us” or “We”) which is vertical/division of Task Initiatives Private Limited, a Company registered under the Companies Act, 1956 having its registered office at 14, 3rd Floor, Zodiac Square, Opp. Gurudwara, S.G. Highway, Bodakdev, Ahmedabad -380054 (Hereinafter referred to as “Company”).

1. Payment Policy 

a. The Company shall provide the users/learners with information of the Fees payable on its E-Learning Platform for each of the module /programme that it announces. The Company at its sole discretion may also provide a detailed schedule of payments for each module/programme on its E-Learning Platform. The users/learners acknowledge and agree that only after full payment of fees having been received by the Company as per schedule during the time of registration/enrollment; the users/learners shall be permitted/allowed to participate in a programme.

b. The users/learners shall register themselves with the E-Learning Platform to access the modules/programmes on SkillSir’s E-learning platform. The Company at its sole discretion may provide a time limit of 15 (Fifteen) days for the completion of payment for the registration of modules/programmes.

c. Once the payment is done, the Company at its sole discretion may either enroll the user/learner in the chosen module/programme or reject the registration of the user/learner. In a scenario wherein, the Company rejects a registration for any reason whatsoever, the complete fees if already paid by the user/learner will be refunded. An enrollment is said to be completed only when the user/learner has been admitted to a chosen module or programme by the Company after having received full and complete payments and other required details from the user/learner.

d. The user/learner agrees that it is the sole responsibility of the learner / user enrolling into a Programme to check the accuracy of, and evaluate the suitability and relevance of, the Programme elected. The user/learner shall note that the enrollment into a Programme is strictly nontransferable.

e. The user/learner shall ensure that they have an internet access and a valid and accepted payment method for making payment for the chosen/elected module/programme.

f. The user/learner acknowledges that the Company does not store any of the credit card information or such other information restricted by the RBI / Government, for processing payment and avails services of payment gateways for the payment towards the services. Therefore, by using a third-party payment provider, the user/learner agrees to abide by the terms of such a payment provider. The user/learner agrees that in case third-party payment provider stores any such information, the Company shall not be responsible for such storage, and it will be solely at the user’s/learner’s discretion to allow the said third party to store such information. Any loss of such information or any loss incurred by the user/learner due to the usage of such information shall be solely a loss incurred by the said user/learner, and the Company is neither liable for any such losses nor responsible to reimburse / make good such losses in any manner whatsoever. The user/learner also agrees to pay the applicable fees for the payments made through the E-Learning Platform.

g. The user/learner acknowledges that failure to pay may result in withdrawal of the user’s/learner’s access to a programme.

h. The user/learner acknowledges that the Company does not support all payment methods, currencies or locations for payment. All applicable taxes are calculated based on the billing information that the user/learner provides at the time of registration / enrollment.

2. Refund Policy

a. A user/learner may cancel the enrollment at any time, nonetheless, no refund shall be made once the payment (in part or whole) for a programme/ module has been made. You shall note that we do not provide refunds for the lack of usage or dissatisfaction. However, requests for refund of fees on account of cancellation of enrollment may be considered by the Company only if such requests are received prior to closure of registration or 15 days before date of course commencement whichever is earlier, by sending an email request to the user’s/learner’s/your relationship manager and/or admissions counselor from SkillSir, with reasons listed. There shall be no refund applicable once the program has started. Further, in all other cases no refund shall be made.

b. In case of cancellations of enrollment or registration or refunds, the Company reserves the right to charge a cancellation/ processing charge up to an amount of Rs 3000/- (Rupees Three thousand).This is applicable even for those users/learners who are unable to complete their payment, and hence could not be enrolled in the batch opted for. However, the user/learner can avail pre-deferral as per the policy defined herein below.

c. Refund will be processed to an eligible user/learner within 30 (thirty) working days from the date of receipt of written request/application from the said user/learner.

3. Deferral Policy

a. In a scenario wherein, a user/learner opts for deferring to another batch of the same programme prior to commencement of the programme, the fees/amount(s) paid shall be considered as an advance payment towards the next batch. However, a process charge of Rs.3000 (Rupees Three thousand) plus taxes shall be applicable. The user/learner shall thereafter be counted as a part of the new batch that he/she has been deferred to and the said user’s/learner’s old/earlier provided login may be disabled.

b. The fee applicable to the deferred user/learner will be as per prevailing fee for the batch that the user/learner has opted to defer to. The user/learner shall be liable to pay the differential programme fees between the two programmes if any.

c. In case a user/learner decides to differ dates before the commencement of a programme post payment the total programme fee, the total programme fee plus taxes (if any) will be considered against the next batch that the user/learner opts for. The user/learner shall have to additionally pay 10% (ten percent) of the total fee as the deferral fee. The deferral request will be approved once the deferral fee is paid.

d. In case a user/learner faces severe issues in dedicating time to the course/programme, upon request, an opportunity may be provided to the user/learner by the Company to defer to an another batch. The said request shall have to be informed within 1 (one) month of the commencement of the programme for which the user/learner is enrolled for. The total programme fee plus taxes, if any, will be considered against the next batch. The user/learner shall have to additionally pay 30% (thirty percent) of the total fee as the deferral fee. The deferral request will be approved once the deferral fee is paid.

4. Cancellation by Company or the associated Institutional partners

The Company & associated institutional partners, reserves the right to cancel any programme at any time owing to reasons like insufficient enrollments, trainer/faculty indisposition or force majeure events. In an event wherein the Company & associated institutional partners cancels a scheduled course/module/programme, the user/learner will receive full fee refund for the same. All refunds will be processed within 30 (thirty) days of receipt of a valid refund request.

For any queries, you can reach out to us at www.skillsir.com and info@skillsir.com

 

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