Deep Learning Training Institute in India

Deep Learning Training Institute in India

Course code: LBG0728

IT & Software Data Science

About Course:

Deep Learning is at the cutting edge of what machines can do, and developers and business leaders absolutely need to understand what it is and how it works. Deep learning is a specific subset of Machine Learning, which is a specific subset of Artificial Intelligence.

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20+

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Tutorials

6

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What is Deep Learning?

An Introduction to Deep Learning

  • Deep Learning is at the cutting edge of what machines can do, and developers and business leaders absolutely need to understand what it is and how it works. ...
  • Deep learning is a specific subset of Machine Learning, which is a specific subset of Artificial Intelligence.

Who can learn Deep learning?

Prerequisites and Requirements

  • Minimum 2 years of programming experience (preferably in Python)
  • Git and GitHub experience (assignment code is in a GitHub repo)
  • Basic machine learning knowledge (especially supervised learning)
  • Basic statistics knowledge (mean, variance, standard deviation, etc.)

What are the Roles and Responsibilities of Deep Learning ?

  • Deep learning research engineers are a kind of computer scientist.
  • They specialize in using deep learning platforms for specific types of programming tasks related to artificial intelligence.
  • Their goal is to develop programming systems that mimic brain functions.

What is Future scope and market share in Deep Learning ?

  • To give you a simple answer, the scope of machine learning in the future is only limited by adopt this technology and share 30% of there it budget in developing this thing.
  • Market Highlights:Machine Learning is a part of Artificial Intelligence (AI) Workplace Transformation Market by Scope, Growth Prospective, Application & Fore.

What are Salary packages in Deep Learning ?

  • The average salary for a Data Scientist, IT with Machine Learning skills is Rs874,691 per year.
  • Experience strongly influences pay for this job.
  • Most people move on to other jobs if they have more than 20 years' experience in this career.

What are the Job opportunities in Deep Learning ?

 

  • Data Scientist In Deep Learning
  • Data  Analyst In Deep Learning
  • Data Developer In Deep Learning
Download Detailed Syllabus

Convolutional Neural Networks

  • Invariance, stability
  • Variability models (deformation model, stochastic model) 
  • Scattering networks
  • Group Formalism 
  • Supervised Learning: classification
  • Properties of CNN representations: invertibility, stability, invariance 
  • covariance/invariance: capsules and related models
  • Connections with other models: dictionary learning, LISTA
  • Other tasks: localization, regression
  • Embeddings (DrLim), inverse problems 
  • Extensions to non-euclidean domains
  • Dynamical systems: RNNs

 Deep Unsupervised Learning

  • Autoencoders (standard, denoising, contractive, etc etc)
  • Variational Autoencoders
  • Adversarial Generative Networks
  • Maximum Entropy Distributions
  • Guest Lecture

Miscellaneous Topics

  • Non-convex optimization for deep networks 
  • Stochastic Optimization
  • Attention and Memory Models 
  • Open Problems

What is the Deep Learning Course Duration?

  • Overall - 2 Months
  • Batch Mode - Daily / Weekend.

What is the Deep Learning Course fees ?

  • Our fees are dependent on batches, You can call our executive and they tell you current batch fees.

Who are the trainers for Deep Learning Course ?

  • We have experienced trainers team with us, who is having more than 5+ years real time industry experience, other than that they have teaching experience.
  • Our trainers are experts in their field and have thorough domain knowledge and hands-on industry expertise.

 Do you provide Deep Learning Course training material to the candidates ?

  • Yes, study material will be provided to you in our website, we will give you access to our study material.

 How to register ?

  • There are two ways of getting register for the course, one you can enter Name, Email, Phone and Course and registrar on website.
  • Second, you can simply give us a call our executive will do all the needful for you.

 What are the payment options?

  • Bank Transfer (NEFT)
  • Cheque Payment
  • Google pay, Paytm
  • Western Union Money transfer 

Will I get a demo class?

  • Yes, you can registrar for Free Demo class.

What is system configuration required for an online training class?

  • You don’t need any special configuration, have the proper equipment like headphone, internet, regular configured course.

What if I have any questions during the class ?

  • You can always ask any question during class and the trainer will right away answer your question.

What if I miss the class?

  • You don’t need to worry we will give you recorded session, and we will let u know the class time for missed class from another batch, you just need to manage time.

Will there be interactive classes, Practical classes with real-time exposure?

  • There will be an interactive call, we will take practical classes.

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