Postgraduate Certificate Program in Artificial Intelligence & Deep Learning
Build AI Application, 15+ Case studies across industries & Capstone projects
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Program Overview
This 6 months online instructor-led Postgraduate Certificate program is the only one on Artificial Intelligence (AI), Machine Learning (ML) & Deep Learning (DL), offering intensive hands-on practice through 100+ hours of GPU Based Cloud Labs on Google Colab. The program aims to enhance the skills of learners in AI, ML & DL and help them stay ahead in their careers.
Batch Start Date: 20 Dec, 2020
Delivery mode: Online Live Sessions (Weekends)
Eligibility criteria:
- Graduate with minimum of 50% marks
- 2 to 8 years of professional experience in IT and non-IT
Batch Start Date: 20 Dec, 2020
Delivery mode: Online Live Sessions (Weekends)
Eligibility criteria:
- Graduate with minimum of 50% marks
- 2 to 8 years of professional experience in IT and non-IT
Learn to develop AI applications like Chatbot and Speech/Image Recognition Deep Learning models for different industries.
AI Experts from the industry will teach how to apply Tensorflow, Scikit Learn library, Keras, and other ML & DL tools and algorithms.
Develop the ability to work on algorithms in real-world problems using Image and Speech Recognition.
Become an AI practitioner by gaining the ability to perform tasks on various industrial applications of AI.
Tools Covered
Curriculum
The curriculum of the 6 months online instructor-led program is designed and delivered by AI Experts from the industry, that includes AI skill requirements from 45+ Industry Experts. This 300+ hours PG certificate program comes with rich online training pedagogy, consisting of MOOC style e-learnings, reading materials, quizzes, demo codes, interactive videos, practice assessments, hands-on labs, tech talks by industry experts, and instructor-led webinars.
Duration: 6 Months
300+ hours is divided across 6 months
Assessments: 2
Capstone Project: 1
- Basics of Python programming and python data structures
- NumPy, Pandas and Scipy packages in python
- Operations in Pandas and data Visualization in Python
- Sneak Peek into the future
- Applications of AI
- Enterprise Use – Automotive, Manufacturing, Healthcare, Retail
- Consumer Use -Games, Home Automation.
- -Introduction to Machine Learning and Deep Learning
- Types of Machine learning
- Popular ML algorithms – Linear Regression, Support Vector Machine, Decision Trees,
- Logistic Regression, K – nearest Neighbours (KNN), Naïve Bayes, K- Means Clustering.
- Training and Deploying models.
- ML With SKLearn using Python
- Introduction to Text Analytics
- Ways of Handling Unstructured Data
- Introduction to Text Analytics
- Corpus Building
- Text Transformations
- Lexical Processing
- Document Term Matrix
- TDM, TF-IDF, Other Problems in Text Analytics
- Sentiment Analysis, Document Classification
- Introduction to Tensorflow.
- What’s new in Tensorflow 2.0?
- Programming structure in Tensorflow
- Variables, Constants, Placeholders
- Computational graph and sessions
- Regression and classification with Tensorflow
- Optimizers
- Matrix multiplication with Tensorflow
- Perceptron and MLP Architecture
- Activations, optimizers and loss functions
- Training Neural networks with Tensorflow
- Types of NN: FFNN, CNN, RNN
- Common Tensorflow API’s – KERAS, Estimator, Layers
- Image Classification using FFNN
- Introduction to Image processing and Computer vision.
- Convolutional Neural Networks (CNN) architecture: Pooling, Padding
- Implementing CNN in Tensorflow
- CNN with KERAS
- Transfer Learning, Pretrained models
- Feature Extraction and Object Detection in Images
- Natural Language Processing – NLP
- Recurrent Neural Networks- RNN
- Time Series Analysis with RNN
- Variations of RNN- LSTM and GRU
- Building and Training an RNN for Speech Recognition
Capstone Project
Capstone projects & Assignments across different domains & industry will help learners become the best possible AI Expert there is. While taking up the capstone project, the learners will be expected to work the following.
AI & ML
Chatbot
- Dialogue Flow Based - Conversational Chatbot - RNN Based Chatbot
AI & ML
Healthcare
- Diagnostics with X-Ray Data - Lung Cancer Detection from CT Scan images
Certification
- Amongst the “Top 3” private institutions in India
- Conferred as an Institute of Eminence by University Grants Commission (UGC) in July 2018
- 60+ Years of Academic Excellence
- 90,000+ Professionals Trained
- Recognized as the No.1 institute adept at training in emerging technologies like Data Science, Product Management, Cyber Security, Business Analytics, Cloud Computing, People Analytics, Digital HR, to name a few
- Awarded the prestigious “Partner of Excellence Award 2019” by NASSCOM
Jigsaw Career Leap Assurance*
With the Jigsaw Academy’s Career Leap Assurance, we are introducing you to the latest technologies and hands-on practices, to make sure you are equipped with the necessary professional skills. The Jigsaw Academy Career Leap Assurance takes care of your progress, no matter what career stage you are at.
3000+Companies with Jigsaw Students
110+Hiring Partners
42%Average Salary Hikes Received
55k+Upskilled Jigsaw Alumni
3kCompanies With Jigsaw Students
10+Years of Top-notch Online Teaching Expertise
The Postgraduate Certificate Program in Artificial Intelligence and Deep Learning has the following eligibility criteria:
- Graduation with 50%
- IT and non-IT Professionals with 2 to 8 years of experience in their respective domains.
- Knowledge of the programming language “Python” is a must.
- 100% placement assistance with Jigsaw Academy’s Career Leap Assurance.
- Access to the course curricula vetted by industry professionals and academia.
- Industry exposure through at least two meet-ups. Online sessions for non-Bangalore residents.
- Minimum of three case studies or hackathons during every course.
- At least one industry project, and one capstone project for hands-on learning.
- 1 career networking event to interact with prospective employers.
- Career Leap session to provide mentorship on key industry job trends and job prep tips.
What our Alumni has to say!
“Throughout my tenure in the IT industry, AI always fascinated me & the data domain continue to have my heart. I was in search of the right program for the past 2 years. When I read about this program, I enrolled for it with no second thoughts. AIDL's curriculum gave a clear cut idea on what the path is going to be & how it will help the learner. The program & its experienced faculty has given me confidence in exploring the different opportunities in AI.”
“AI stepped into the field of healthcare in general & radiology in specific as well, & had huge companies invest in this space. This meant that we had to keep learning to stay relevant. I feel Machine Learning, AI & Deep Learning are very important in this data driven world. After considering a few options, I realized that AIDL was perfect because of it having a 'compact course', duration-wise & structure-wise.”
Jigsaw’s Placement Support Team ensures that the learners who join their programs get the best placement opportunities according to their knowledge and performance”, says elated Jyotika. Read about her career transformation story here
How to Apply
Fill out the Application Form
Share the required details & upload the resume. Pay the application fee (if applicable) to move on to the next step.
Talk to our Admission Counselor
Talk to our Academic Counselor, who shall resolve any query regarding the program & admission process.
Selection/Rejection Letter
Based on the Application Form, Eligibility Criteria & Resume, a selection or rejection letter will be sent.
Admission Letter & Enrollment
Selected learners could pay the program fee to enroll in our program.
INR 75,000 + taxes
USD 2,420
The payment of the program fee is applicable through a Cheque, DD, Net Banking, Credit or Debit Cards
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Artificial Intelligence (AI), Machine Learning (ML) & Deep Learning (DL) are among the most sought after skill sets globally, and AI Engineers have been ranked among the top emerging job profiles on LinkedIn. This year, LinkedIn’s job report noted that the hiring growth for AI specialists has grown to 74%, annually, in the past few years. The demand for AI Engineers and ML Engineers in India have seen an upsurge in growth. India has 9% of the total AI job openings in the world. AI domain offers promising career opportunities to every skilled AI professional. According to the job portal, Indeed, a Machine Learning Engineer’s average base salary is INR 13.6 Lakhs in India.
The Postgraduate Certificate Program In Artificial Intelligence & Deep Learning is delivered through online live sessions on the weekends. The course curriculum is designed to equip learners with tools and techniques in Artificial Intelligence, Machine Learning, and Deep Learning through intensive hands-on practice with GPU Based Cloud Labs on Google Colab. The 6-months online instructor-led program has 15+ Case Studies on real-world scenarios for problem solving and assignments.
The program curriculum has highly relevant content and is certified by the Manipal Academy of Higher Education (Ranked 8th Best University in NIRF Ranking of 2020.) Our objective is to equip learners with industry-relevant skills through 80+ hours of live online lectures on weekends, which will be delivered by experts. You’ll be taught to use Artificial Intelligence tools and technologies with 15+ Case Studies on real-world scenarios for problem-solving & assignments, as well as hands-on practice with GPU Based Cloud Labs on Google Colab.
Upon completing this postgraduate certificate program, you will be an AI expert who will have the ability to perform tasks on various industrial applications of AI. You should be able to apply Tensorflow, Scikit Learn library, Keras, and other Machine Learning and Deep Learning tools & algorithms. You’ll also develop the ability to work on algorithms in real-world problems using Image and Speech Recognition and be able to build Chatbots and work on complex data forms.
Following are the eligibility criteria for our 6-month-long Postgraduate Certificate Program In Artificial Intelligence & Deep Learning:
- Graduate with a minimum of 50% marks from a recognized University
- IT & non-IT professionals with 2 to 8 years of experience in their respective domains
- Intermediate to advanced Python Programming knowledge
On successful course completion, you will be awarded a PG certification from Manipal Academy of Higher Education, the 8th Best University in NIRF Ranking of 2020.
There are more than 1 lakh active jobs available on portals like Naukri, Shine, Glassdoor, Indeed, LinkedIn, Hirist, etc. After completion of the Postgraduate Certificate Program In Artificial Intelligence & Deep Learning, the learner will be able to build a career in IT, FinTech, e-Commerce, Healthcare, Agriculture, Retail, Travel & Hospitality, and Banking & Insurance to name but a few, as ML Engineer, ML Developer, ML Application Engineer, ML Analyst, Applied ML Engineer, or Expert Analyst, with handsome salary packages.
The average annual compensation for an AI & ML professional with:
- 2-4 years of experience – INR 15 lakhs to INR 20 lakhs
- 4-8 years of experience – INR 20 lakhs to INR 50 lakhs
If you have any other questions regarding our Artificial Intelligence courses, you can email us at info@jigsawacademy.com.
About Us
- Recognized as the No.1 institute for data science training in 2019, 2018, 2017, 2016, 2014 and 2013 & Awarded the prestigious “Partner of Excellence Award 2019” by NASSCOM
- 400+ years of combined teaching experience & 1M+ hours of learning content viewed
- Manipal Academy of Higher Education (MAHE) is synonymous with excellence in higher education and is among the Top 3 private institutions in India
- Conferred as an Institute of Eminence by University Grants Commission (UGC) in July 2018, MAHE has nearly 2,500 faculty and almost 10,000 other support and service staff
