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PG Certificate Program in Artificial Intelligence & Deep Learning

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Overview
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    Career Leap Assurance
    Manipal ProLearn Career Leap Assurance - 3 networking sessions with companies, 1 capstone project & lifetime alumni privileges.
  • manipal overview icon
    Access to Community
    Peer to peer learning through online/live meetups and webinars/techtalks on emerging technologies and their evolution.
  • manipal overview icon
    Hands-on Tool
    Apply Tensorflow, Scikit Learn library, Keras and other machine learning and deep learning tools.
  • manipal overview icon
    Salary Packages
    The average pay for an AI professional with 2-4 years of experience is ₹15-20 lakhs per year
  • manipal overview icon
    Online Live Sessions
    Learn from experts with a vast experience in delivering artificial intelligence course.
manipal overview icon
Career Leap Assurance
Manipal ProLearn Career Leap Assurance - 3 networking sessions with companies, 1 capstone project & lifetime alumni privileges.
manipal overview icon
Access to Community
Peer to peer learning through online/live meetups and webinars/techtalks on emerging technologies and their evolution.
manipal overview icon
Hands-on Tool
Apply Tensorflow, Scikit Learn library, Keras and other machine learning and deep learning tools.
manipal overview icon
Salary Packages
The average pay for an AI professional with 2-4 years of experience is ₹15-20 lakhs per year
manipal overview icon
Online Live Sessions
Learn from experts with a vast experience in delivering artificial intelligence course.
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Course Curriculum
1.1 Introduction to AI
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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

1.2 Machine Learning
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Types of Machine learning
Popular ML algorithms - Linear Regression, SVM, Decision Trees etc.
Training and Deploying models.
ML With SKLearn using Python

1.3 Programming with TensorFlow
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Introduction to Tensorflow
Programming structure in Tensorflow
Regression and classification with Tensorflow

2.1 Introduction to Neural Networks
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Perceptron and Deep Neural Networks
Training Neural networks with Tensorflow
Types of NN- CNN, RNN, Feedforward, GAN.
Common Tensorflow API's - KERAS, Estimator, Layers
Introduction to Reinforcement Learning

2.2 Image recognition
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Introduction to Image processing and Computer vision.
Convolutional Neural Networks (CNN)
Object Detection in Images
Object Detection in Video

3.1 Speech Recognition
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Text Analytics
Natural Language Processing
Recurrent Neural Networks- RNN
Time Series Analysis with RNN
Variations of RNN- LSTM and GRU
Building and Training an RNN for Speech Recognition

3.2 Project
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Chatbot
Healthcare - Diagnostics with X Ray Data & Others across different domains

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Frequent Questions we get
1.What is the need for course in Artificial Intelligence?
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AI or Artificial Intelligence is a futuristic technology that will be used in all sectors and industries. On average, certified AI professionals earn up to INR 14 lakhs per annum.

2.What modes of learning do you offer?
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Manipal ProLearn offers Artificial Intelligence courses in online and instructor-led modes.

3.What are the salient features of Manipal ProLearn’s Artificial Intelligence courses?
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Our objective is to equip you with industry-relevant skills using an experiential model of training. You learn to use Artificial Intelligence tools and technologies in real-time situations. Moreover, the curriculum is designed under the guidance of industry experts and regularly updated to cover the latest developments. We have exercises and quizzes at the end of each module to check your understanding of the concepts learnt.

4.What will I learn in this Artificial Intelligence certification program?
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On completing this training program, you should be able to create algorithms for Image and Speech Recognition, develop chat bots, leverage Machine Learning tools and work on complex data forms.

5.Who can join Artificial Intelligence courses at Manipal ProLearn?
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Graduates, professionals and consultants from IT background can join our artificial intelligence certification programs.

6.Who are the trainers?
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The trainers are subject matter experts with training experience and industry experts with more than a decade of experience.

7.What certification will I get after completing the course?
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On successful course completion, you will receive a certification from Manipal ProLearn.

8.What are the job prospects after completing the course?
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Earning an industry-wide certification from Manipal ProLearn opens up many job opportunities in this industry. You can apply for job profiles such as AI Developer, AI Solutions Architect, AI Engineer or AI Software Developer.

9.Where will I find more information about the course and curriculum?
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If you have any other questions regarding our Artificial Intelligence courses, you can email us at info@manipalprolearn.com.

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