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Program Overview
This Advanced Certification in Applied Data Science, Machine Learning is intricately designed for graduates and working professionals by E&ICT Academy, IIT Guwahati. It includes world-class instruction for applied data science and machine learning regimes. Live sessions and the highly curated modules will give students real-life exposure and learning applications. The different modules cover major concepts like Statistical Thinking, Data Analysis & Visualisation, ... Artificial Intelligence & Machine Learning, Python, Tensor Flow, Neural Networks & Deep Learning, Speech Recognition, Internet of Things in a healthy atmosphere. It will help them to try out the applied concept for solving real-time issues.
Top skills you will learn
What do you get from this program?
Nurture Your Skillset With a well-defined advanced certification program, the students will be able to nurture their skillset by making complex things easier to perceive.
Live Interaction Sessions Lively interaction with industry experts, students will develop problem-solving abilities.
Get Noticed By Top Hiring Companies With the advanced certification program, students will get hired by top companies for their skills and analytical approach. Outcome-centric placement options to increase the rate of employability.
Certification Advanced Certification in Applied Data Science, Machine Learning & IoT By E&ICT Academy, IIT Guwahati after successful completion of the program.
Who should do this program?
- Programming Graduates
- Data Science Enthusiasts
- Working Professionals
- Technology Enthusiasts
Certificate
Upon successfully completing this program, you’ll earn an Advanced Certification in Applied Data Science, Machine Learning & IoT that is co-branded by E&ICT Academy, IIT Guwahati as the Knowledge Partner. This certificate will testify to your skills as an expert in DS, ML and IoT.
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Course Curriculum
Python for Data Science 40 HOURS Modules
Preview- Module 01 - Python Basics
- Module 02 - Python NumPy & Pandas
- Module 03 - Data Processing and Manipulation
- Module 04 - Data Visualization
- Module 05 - Tableau
Tools covered
Maths and Applied Statistics 20 HOURS Modules
Preview- Module 01 - Mathematics for Machine Learning
- Module 02 - Statistical Foundations
- Module 03 - Probability
- Module 04 - Inferential Statistics
Tools covered
Machine Learning 55 HOURS Modules
Preview- Module 01 - Introduction to Machine Learning
- Module 02 - Regression
- Module 03 - Supervised Classification
- Module 04 - Unsupervised Learning
- Module 05 - Dimension Reduction
- Module 06 - Association Rules Mining
- Module 07 - Recommendation System
- Module 08 - Time-series Forecasting
Tools covered
Deep Learning & NLP 65 HOURS Modules
Preview- Module 01 - Introduction to Deep Learning
- Module 02 - Tensorflow 2.0 with Tensor Board
- Module 03 - Computer Vision
- Module 04 - Introduction to NLP
- Module 05 - Text Processing Methods
- Module 06 - Introduction to Sequence Learning
- Module 07 - RNN vs LSTM
- Module 08 - TensorFlow Hub for Object Detection using Faster RCNN
- Module 09- Sentiment Analysis
- Module 10 - Reinforcement Learning
- Module 11 - Introduction to GANs (Generative adversarial networks)
Tools covered
Machine Learning with IoT 60 HOURS Modules
Preview- Module 01 - IoT Architecture, Protocols and ML
- Module 02 - Introduction of Cloud Computing and Edge System Architecture
- Module 03 - ML Optimization Techniques
- Module 04 - IoT Cloud Platforms supporting ML
Tools covered
Industry Projects
Industry projects are a part of online machine learning training. Such projects will ensure exposure to real-world experience for starting a career in DS, ML & IoT.
COVID Analysis in India
Web Scrape the data from the official government website and find various insights by comparing the trend of COVID in India as compared to the world.
Twitter Sentiment Analysis Via Tweepy
Analyzing the tweets for understanding the sentiments of users.
Forecast Air Passenger Traffic
To Build a model to forecast the demand (passenger traffic) in Airplanes.
Chronic Kidney Disease Prediction
Accurate prediction of CKD progression over time for reducing its costs and the mortality rates.
Auto Image Captioning
Using the search engines for showing relevant results.
Telecom Churn Prediction
Creating a model to predict which customers will switch to other telecom service providers, based on the relevant customer data.
Housing Price Prediction
To create a model using Pandas, Scipy, Numpy that can determine the housing price of the house.
Identify fraudulent credit card transactions
To recognize fraudulent credit card transactions so that customers are not charged for items that they did not purchase.
Program Advisors / Faculties
Prof. Gaurav Trivedi
Co-Principal InvestigatorElectronics & ICT Academy
IIT Guwahati
Prof. Sumit Kalra
Department of Computer Science & Engineering,IIT Jodhpur
Kaushlendra Sisodia
Industry Expert/Program AdvisorDirector at Uniconverge Technologies
IIT Kanpur Alumnus
Mr. Sanjay Aggarwal
Data Science With ML ExpertIMS BHU Alumni
The IoT Academy
Mr. Jitesh Kumar
Embedded Systems and IoTSenior IoT Engineer and Trainer
The IoT Academy
Our Alumni Work At
Career Services
Interviews With Top Companies
Get access to interview experience upon successful submission of projects. Get interviewed by our 400 + hiring partners.
Exclusive Access To Placements
In collaboration with the IoT certification course, get access to multiple placement options. Qualified support on job search for career growth.
Mock Interview Guidance
Students will get access to multiple mock interview guidance conducted by the industry experts along with the feedback for improvement.
1-On-1 Mentoring Sessions
Participate in one-on-one live sessions on how to nurture industry skills and attitude for securing a dream job.
Industry Oriented Sessions
With interactive live sessions along with an industry expert guidance iot, online training is full of guided sessions to skill-up the attitude of the students.
Resume & LinkedIn Profile
Get assistance in curating the best resume/LinkedIn profile to garner the attention of the recruiters and stand a chance to grab a lifetime opportunity.
Recommended Courses/Related Programs
EICT Academy, IIT Guwahati
EICT Academy, IIT Roorkee
EICT Academy, IIT Guwahati
Program Fee
- 240 Hrs of Instructor-led Training
- Certification from E&ICT Academy, IIT Guwahati
- Code Reviews & Personalized Feedback by Mentors
- 1:1 Doubt Resolution in Live Sessions
- Designed by leading academic and industry experts
- Industry-relevant skills for DS, ML & IoT
- Hands-on and Industry-Grade Projects
- The IoT Academy Dedicated Career Services
Financial Partners
Certification Program in
Applied Data Science, Machine Learning & IoT
Fee: $1900 (inclusive all taxes)(Avail scholarships upto 45%)
Certification from
Admission Process
The admission process consists of four simple steps. An offer of admission will be made to the selected candidates and accepted by the candidates upon payment of the admission fee.
Online Application Form
Apply by filling a simple online application form You will be required to provide personal, educational, and professional details. Once we receive your details, our Admission Head will reach out to take your candidature further.
Screening Process
Manual Review of application by Admission Director's office who will gauge your passion and eligibility for the program.
Scholarship & Offer Letter
Apply for the scholarship (not mandatory) and take the test. An offer letter will be rolled out to the selected candidates.
Admission & Batch Allotment
Complete the admission and make a quick block payment formality with assistance from our loan partners, you will be given course credentials and your learning journey will begin!
Upcoming Application Deadline
Our admissions close once the requisite number of participants enroll for the upcoming batch. Apply early to secure your seats.
Application Deadline: 30th November 2024
Recommended Courses/Related Programs
EICT Academy, IIT Guwahati
EICT Academy, IIT Roorkee
EICT Academy, IIT Guwahati
FAQs
FAQs for Applied Data Science, Machine Learning & IoT
What are the benefits of enrolling on this program?
This program is specially designed by expert recommendations and scientific research. It is the best for sharpening your concept of Python Programming, Artificial Intelligence, Graphical modelling, Machine learning, Deep learning and NLP and you will also be getting a lot of experience throughout the program.
What format is the program conducting in?
To ensure your comfort, this program is conducted in online mode through live sessions, regular assignments and projects. You can always get your doubts resolved during the faculty-student discussions and guest lectures. The format is designed keeping in mind that the student gets 100% results after finishing the program.
Where and how are the live classes conducted?
A link is shared with the students before the commencement of sessions and you can easily conduct them through your phone or laptops.
What is the process for enrolling on the program?
If you clear the eligibility criteria, you just need to fill the application form and then if selected, you will face an interview. After clearing the interview you can enrol yourself in this program.
Are there any prerequisites to enrol in this?
As of now, there are no prerequisites. However, the IoT academy offers a complimentary self-paced course on Python Essentials so that your Coding skills can be enhanced. This is the best program for students wanting to work in the field of Machine Learning or in the IT industry.
If my class gets missed, what can be done?
Although you should never miss your class still, in case of emergencies if any of your classes get missed then you can easily watch the recorded lectures on the IoT Academy platform.
What is the process to be followed after enrolment?
As soon as you enrol in the program, the academy will send you a mail regarding the further process of the machine learning program with IoT Academy.
Do I need to maintain any specific attendance or minimum score?
Although you should try to maintain 100% attendance in order to make the most of your program. However, we have a minimum attendance policy of 80% and you also need a minimum of 50% marks and complete the assignments on time.
FAQs for Applied Data Science, Machine Learning & IoT
What are the career services and how will they work?
The career services are provided to the students who complete the program successfully. In these services, we help the students to build their portfolios and resume. We also provide job leads under our placement assistance services.
What is the role of the E&ICT Academy of IIT Guwahati in placements?
The E&ICT Academy of IIT Guwahati certifies the candidates while the IoT academy provides complete placement assistance.
What knowledge should Machine Learning Engineers possess?
Machine learning Engineers need to have several skills including the knowledge of software like Python, Mathematics, Statistics, Algorithms of AI and ML and Data analysis. They should also know how to organise and manage projects.
What are the benefits of choosing Machine Learning as a career?
There are many benefits of choosing Machine Learning as a career. According to research, Machine Learning engineers are the top job requirements in the coming years. Around 91000 ML Engineers are working in various enterprises across the country and the average salary stands at INR 14.7 Lakhs per annum.
What are the different job profiles in Machine Learning?
There are 3 levels of jobs in Machine Learning:
- Entry- Level- Data Analyst, Junior Data Scientist, Research Analyst
- Mid-Level- Machine learning researcher, Data science software engineer and Machine learning engineer
- Senior- Level- Machine Learning researcher, Machine Learning Engineer and Data Science software engineer
Which industries employ Machine learning engineers?
Many industries require ML personals such as Healthcare, Automotive, Finance and supply chain. Almost every industry employs ML engineers.
What is the average salary that an ML engineer can get?
According to Gartner, there will be around 23 Lakhs job openings by 2020-2021. As of now, the average annual salary of an ML engineer is between INR 6,99,807- 8,91,326 for freshers and between INR 35,00,000- 50,00,000 for experienced.
FAQs for Applied Data Science, Machine Learning & IoT
What do you mean by a Capstone Project?
It is a project to consolidate your learning during the program. It requires the candidate to have an understanding of business cases and provide solutions to the problems.
Is it mandatory to complete the Capstone project in order to get the advanced certification?
Yes, it is required to complete the capstone project other than the successful completion of the program, if you wish to obtain the certification.
Will the enrolled students get to work on Industry-based projects?
Yes, you will get to experience many industry-based projects including, the Retail industry, Automotive industry, Healthcare industry, education industry, entertainment industry, banking sector, manufacturing segment and the finance sector.
What kinds of projects are included in this program?
There are various industry projects under this program to help you get real-world experience. These are some of the projects you will get to lay hands on: Telecom churn prediction, credit score prediction, housing price prediction, auto image captioning, forecast air passenger, chronic kidney disease prediction, COVID analysis, smart surveillance system and identify fraudulent credit card transactions.
FAQs for Applied Data Science, Machine Learning & IoT
What is seat booking or the token amount?
The token amount is a non-refundable amount that needs to be paid to book your slot in a batch so that you reserve your seat. The remaining amount can be paid after the commencement of the program.
What can we pay the fee for this program?
We offer the choice to pay full one-time payment or in equal monthly instalments via a bank loan. You can easily pay for the Machine learning program through a credit card, debit card or net banking.
Will there be any extra charges for the EMI transactions?
There will be no extra charges if you pay through a 0% credit card EMI. however, you may have to pay the extra bank taxes or GST for the interest component of the EMI.
How can we avail of the refund for this program?
If you wish to get your payment refunded, we will refund the 80% amount as per the 3 months or 6- month option is chosen by you. 20% program fee is set as a non-refundable amount as per our policy.
FAQs for Applied Data Science, Machine Learning & IoT
Can we get any kind of Scholarship for this program?
Yes, you can get the scholarship on the basis of merit and prior experience. Reach out to the program advisor for more details about scholarships.
