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Neural Networks with TensorFlow
Upgrade your skill set with this Neural Networks with TensorFlow course by Manipal ProLearn & become a pro at work. This is an online and web-based instructor led program with total of 5 credit points which leads you to PG Certificate Program in AI & DL
84+
hours of learning
Instructor-led
webinars
5 Real-life case
studies/demos
84+
hours of learning
hours of learning
Instructor-led
webinars
webinars
5 Real-life case
studies/demos
studies/demos
₹ 53,100
Ask us everything about the program
Neural Networks with TensorFlow
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Overview
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GPU Based EnvironmentThe program offers GPU based environment which enable learners to handle a GPU environment that are used in a real-world situation. -
Live WebinarsLive webinars by experts for concept explanation and implementation through lab practice and assignments. -
Live Meet-UpsWebinars, meet-ups or doubt-clearing sessions hosted by subject matter experts and professionals help the learners clear their doubts and queries. -
Hands-on LearningSimple linear regression using TensorFlow, Solving quadratic equations using TensorFlow & Matrix multiplication with Tensorflow. -
Case Studies & Demo CodesPractice on real case studies, ensures complete understanding and retention of the knowledge on each of the concepts.
GPU Based Environment
The program offers GPU based environment which enable learners to handle a GPU environment that are used in a real-world situation.
Live Webinars
Live webinars by experts for concept explanation and implementation through lab practice and assignments.
Live Meet-Ups
Webinars, meet-ups or doubt-clearing sessions hosted by subject matter experts and professionals help the learners clear their doubts and queries.
Hands-on Learning
Simple linear regression using TensorFlow, Solving quadratic equations using TensorFlow & Matrix multiplication with Tensorflow.
Case Studies & Demo Codes
Practice on real case studies, ensures complete understanding and retention of the knowledge on each of the concepts.
About Course
Artificial Intelligence has allowed companies to realize cost-effective and time-effective ways of carrying out diverse business processes. AI applications like speech recognition, image recognition and pattern recognition are helping businesses make clever decisions. Evidently, with more businesses adopting AI and DL, the need for experts in the field is increasing.
Manipal ProLearn’s course on AI and DL takes you through the concepts of TensorFlow and Neural Networks. TensorFlow is a software library for performing complex numerical computations and helps in creating applications of Deep Learning. Neural Networks is the brain of Deep Learning. If you are pursuing a career in AI and DL, this combination of TensorFlow and Neural Networks is important to learn about. Also, through this course, you will gain experience in Python programming and using Keras, which is a neural-network library. –
What skills you learn
By the end of the course, you would have learned about the importance of AI and DL. Also, you will gain practical knowledge with the tools – TensorFlow, Scikit and Keras. Through the study material and assignments, you are sure to become a pro at the subject. You will be able to
- Become Neural Networks expert by gaining a deep understanding of how Neural Networks works.
- Perform Simple Linear Regression and Matrix Multiplication with TensorFlow.
- Apply Tensorflow, Scikit Learn library, Keras and other machine learning and deep learning tools.
- Use Jupyter Notebook as the development environment for Python.
- Solve Quadratic Equations using TensorFlow.
- Get a very good understanding of how to navigate the complicated world of Tensorflow.
Who Should Attend this course
Experienced IT/ITES professionals who want to upgrade their skills in AI
IT freshers who want to start a career as a data scientist
Non-IT freshers with knowledge of programming, aspiring for a career in AI or Data Science
Experienced IT/ITES professionals who want to upgrade their skills in AI | IT freshers who want to start a career as a data scientist |
Non-IT freshers with knowledge of programming, aspiring for a career in AI or Data Science |
Key Features
Hands-on Tools
Get hands-on experience with TensorFlow, Keras and Scikit Learn Library through CloudLab, which is a cloud-based computing environment
Free Python Course
Free access to a bridge course on Python programming allows you to work on data sets in real-time.
Esteemed Certification
A certificate in TensorFlow with Neural Networks is issued by Manipal ProLearn at the end of the course; the certificate has industry-wide recognition.
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Course Curriculum
1.1 Programming with TensorFlow
Introduction to Tensorflow.
Programming structure in Tensorflow
Variables, Constants and Placeholders, Sessions, Computational Graphs, Tensorboard
What is new in Tensorflow 2.0?
2.1 Neural Networks
What is a Perceptron?
Perceptron Training
Implementing a perceptron
Recap of Matrix Multiplication
Deep Neural Networks
Training Neural networks with Tensorflow
Types of NN- CNN, RNN, Feedforward, GAN.
Common Tensorflow API - KERAS,
Introduction to Reinforcement Learning
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