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Executive Cert ification Program in
Artificial Intelligence& Machine Learning
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“The best thing that's happened to me in the last few decades.”
“Yunis AhmadSenior Director, Netenrich Technologies
Introduction
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AI/ML is now mainstream. Every tech professional irrespective of their role in the organization today needs to be AI/ML ready to compete in the new world order.
IIIT Hyderabad, a research-based institution is leading the AI/ML research and education initiatives in India. It is known for being the
This AI/ML Executive Certification Program is designed for working professionals and is delivered out of Bengaluru to enable aspiring tech professionals to benefit from the expertise of IIIT Hyderabad’s Machine Learning Lab. The executive program on AI/ML by IIIT Hyderabad has already completed 11 successful cohorts with 1800+ successful participants currently working with 600 top companies. Over 250 participants from Bengaluru have already benefited from the program. The next cohort is starting in January 2020.
This 18 week program includes 3 workshops (total 9 days) of intensive contact sessions and enables interaction in person with India’s leading experts in AI /ML from IIIT Hyderabad. The program also provides one on one mentoring for enhanced practical learning and application in line with Industry needs. The hybrid format program o�ers 30 live online classes and 3 weekends of in-class learning. It is led by collaborative faculty from academia, industry and global bluechip institutions.
"AI will add 2.3 million jobs by 2020" ~ Gartner
Embrace the Change
First IIITin India
#1 in AI Researchin India
Largest CSResearch Group in India
#2 in RoboticsResearch in Asia
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“A TransformationalProgram”
India’s TopFaculty
Most-PreferredLearning Format
RewardingOutcomes
OutstandingRatings
ExceptionalPeer Group
“A clear understanding of the concepts and how to connect it with real world scenarios.”LaxmanDirector, Qualcomm
“This Program gave me a scope to get into ML team in my o�ce.”Sravya YellapragadaDevelopment Engineer, Pramati Technologies
“Pretty comprehensive & e�ective. Brings participants up to speed in just 14 weeks.”Dinesh Koka Founder, Onward Health
“Great opportunity to learn from India's Best Professors.”Rambabu Bonkuri, Lead Developer, Paymatrix
“Overall structure didn't overwhelm, considering some of us haven't been coding for a while.”Saritha Sr. Technical Manager, Netcracker
“Peer Networking, Hackathons, Labs gave hands-on perspective. Exceeded my expectations.”Venu Chigullapalli MD, India Operations, BostonLogix
“Concise Program,good exposure to research as well as industry trends and practices.”Meenakshi SinghSoftware Developer, Hitachi Consulting
“It is about the collaboration & networking that this Program brings to the table.”Krishna ChilamkurthyProgram Manager, Microsoft
Participant Feedback
Faculty
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Learn from Leaders
India’s Leading Machine Learning Lab
Collaborative Faculty from Academia and Industry
From Global Bluechip Institutions
Dr. C.V. JawaharProgram Director and Lead Faculty
Machine Learning Lab Head. Renowned Expert in Machine Learning and Optimization, Document Image Analysis, and Computer Vision Problems. Ph.D. from IIT Kharagpur.
Dr. Anoop Namboodiri Lead Faculty
Associate Professor at IIIT-H. Expert in Pattern Recognition and Machine Learning, Computer Vision, and Biometrics. Ph.D. from Michigan State University.
Vineet GandhiLead Faculty
Assistant Professor at IIIT-H. Expert in Computer vision and multimedia, human detection and tracking, depth reconstruction and applications. Ph.D. from INRIA, France.
Asokan PichaiLead Faculty
Senior Vice President at TalentSprint. Industry Instructor, Instructional Designer, and Programming Guru. Consults with FOSSEE at IIT Bombay on Python Courses.
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Transforming Career of 1800+ Professionals with the Power of AI/ML
January 2018 Cohort@ Hyderabad
June 2018 Cohort@ Hyderabad
July 2018 Cohort@ Bengaluru
September 2018 Cohort@ Hyderabad
October 2018 Cohort@ Bengaluru
January 2019 Cohort@ Hyderabad
July 2019 Coohort@ Hyderabad
April 2019 Cohort@ Hyderabad
February 2019 Cohort@ Bengaluru
Outcomes
Scholarships
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What should you expect?
Scholarships for professionals joining in groups and women professionals to develop expertise in deep tech skills and enhance diversity
ReinforceReinforce learning by applying concepts
CertificateObtain an AdvancedCertification from IIIT-Hyderabad ML Lab
AlumniGet Alumni Status ofIIIT-Hyderabad ExecutiveEducation
LearnLearn from the world class faculty and professionals
BuildBuild and deploy AI/ML and Deep Learning Apps
0% EMI Learn Now. Pay Later.
Speech-Based IVRS
Phone Unlocking with Anti-face Spoofing
Autonomous Vehicle
Industry Hackathons
Chatbot
Participants Profile
Exceptional Peer Group
Job Profile
1800+Tech
Professionals
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Download Full Reportwww.talentsprint.com/aimlreport
12% Leadership
27% Managers
27% Analysts
34% Developers
Participants with over 5 Years of
Experience
70% 19%Women
ParticipantsFrom Startups and Small Companies
30%Global
Companies
600+
Organizations Where Participants Currently Work Include
CA Technologies Capgemini
Bank of America Bayer
Bosch
VMWARE
United Health Group
Verizon Virtusa Wipro Zensar Technologies More...Wells Fargo
Oracle Paytm
Nokia Novartis NTT Data
OLA Cabs
Schneider Electric Siemens UberTech MahindraTCS
NCRNetAppMedtronic Microsemi MicrosoftLTI
Honeywell Housejoy
HSBC
Hitachi Consulting
HP
CognizantCitrix CyientCGI DBS
Dell
Genuitec LLC Guardian
Genesys
Genpact
GE
HCL
Elsevier EricssonECILDXC Technology Deloitte
Intel IntuitHyundai Mobis JPMorgan Chase LGIBM
Samsung SAPPegasystems Polycom Qualcomm
AT&TAMDAccenture Adobe ADP Amazon
Curriculum • Schedule • Format
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What and how will you learn?
Unit 0 Foundations
Refresh your knowledge on coding and mathematicsnecessary for building expertise in AI/ML.
• Introduction to Python Programming• Key Python Libraries (NumPy, SciPy, Pandas, Colab)• Refresher for Math Concepts (Online)• Overview of AI and ML Concepts
MasterclassLectures
Hands-onLabs
GuidedMentorship
IndustryWorkshops
TeamHackathon
Unit 1 Problem Formulation and Solving
Learn to translate real-world problems in terms of AI/ML abstractions.
• Overview of Python and its libraries for ML (Pandas, Matplotlib etc)• Demystifying ML• ML Avatars• Simple but elegant Algorithms•Ideas about practical issues such as Overfitting etc.
Unit 2 Closer Look at AIML Algorithms
Learn about and apply standard AI/ML algorithms to create AI/ML applications.
• Formulating Real World Problems for AI/ML• Classification and Regression Problems• Intuitive and Simple Algorithms• Representation of the World and Real Data• Linear Algorithms, Optimization and Training• End-to-end Problem Solving• Non-linear Solutions and MLP• Gradient Descent and Backpropagation• Decision Trees, Random Forests and Ensembles
Unit 3 Deep Learning and Practical Issues
Implement practical solutions using Deep Learning Techniques and Toolchains.
• Visualization, Data Prep, Unsupervised Learning• Principles and Practice of ML• Support Vector Machines and Kernels• Introduction to DL and Toolchain• Convolutional Neural Networks• Auto-Encoders• Recurrent Neural Networks• Overview of Advanced Topics in DL• Human In the Loop Solutions, Deployment
Upcoming Cohort
January 2020 Cohort18 Weeks Program 60 Sessions → 120 Hours30 LIVE Interactive Online Classes (2 X 2 Hours Every Saturday)In-class Learning at Bengaluru (3 Weekends X 3 Days each)1 year online access and support
ExperientialLearning In the practical sessions you will work on a carefully selected set of problems and case studies covering the following topics, tools and techniques.
• Simple Classification Problems
• k-NN Classifiers
• Features: Extraction, Normalization, Transformation
• Dimensionality Reduction
• Simple PCA
• Visualization: ISOMAP, tSNE
• k-Means
• Logistic Classifiers
• Linear Regression
• Gradient Descent
• Perceptrons and Simple Neural Networks
• Separability vs Non-separability
• Polynomial Regression
• Dealing with noise
• Training, Validation, Testing
• Overfitting
• Support Vector Machines
• pyTorch
• Convolutions, Tensors
• Multi-layer Perceptrons
• More on Gradient Descent
• CFARNet
• CNN, RNN
• Text Generation
In-depth Curriculum
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iiit-h.talentsprint.com/[email protected]
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Other Executive Program with IIIT-H
Advanced Certification Program by IIIT-H Blockchain CoE
Blockchain Technologies and Solutions
About IIIT-Hyderabad
Kohli Center on Intelligent Systems (KCIS) at IIIT-H was established in 2015 to give a fillip to research, teaching and entrepreneurship in the Broad Intelli-gent Systems Area. It has the #1 rated Machine Learning Lab in India and acts as an umbrella organization at the institute to both strengthen the existing groups and facilitate new activities in related areas. It also acts as a force multiplier in attracting projects and funding from the govern-ment and industry sectors, coordinating research in related domains across di�erent IIIT-H centers, as well as in the institute's research collaboration with other academic institutions in the country.
For more information please visit www.iiit.ac.in
First IIITin India
#1 in AI Researchin India
Largest CSResearch Group in India
#2 in RoboticsResearch in Asia
About TalentSprint
TalentSprint brings high-end and deep-tech educa-tion to aspiring and experienced professionals. It partners with world-class academic institutions and global corporations to develop and o�er disruptive programs. TalentSprint's hybrid platform delivers unique online and onsite experiences that help build cutting-edge expertise, for today and tomorrow. Funded by Nexus Venture Partners and the NSDC, it is the recipient of several national and international awards including Dream Company To Work For 2017, Best Innovative Technology Organisation In Educa-tion Sector Award 2016, World HRD Congress HR Tech Leader Award 2014, CIO Review Company of the Year Award 2014, Silicon India Industry Perform-er of the Year Award 2014 and others.
For more information please visit www.talentsprint.com
Deep Tech Programfor Professionals
IndustryPartnerships
Best in ClassHybrid Platform
AcademicPartnerships
