Certificate in Deep Learning with Caffe2

BY
Vskills

Join the Certificate in Deep learning with Caffe2 to learn about this open-sourced framework by Facebook, and train deep learning models.

Mode

Online

Fees

₹ 3499

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

The online certification course in Deep Learning with Caffe2 offers an in-depth teaching process about the fundamentals of deep learning. Facebook open-sources Caffe2, which is a comfortable and adjustable framework for efficient deep learning. You will undergo training, based on deep learning tools, and understand the applications of Caffe2.

The Deep Learning with Caffe2 online course will provide you with the working knowledge of convolutional networks, Adam, BatchNorm, RNNs, Dropout, and more. You will establish a firm foundation in neural networks and understand how to build them. Moreover, you will train and manipulate them effortlessly by understanding Caffe2’s applications, using Python programming in various projects for Deep Learning with Caffe2 online course.

Deep Learning with Caffe2 programme provides government certification and enhances your employment possibilities in better companies. You will receive the certificate after passing the course test, with lifelong e-learning access and certification validity. 

The highlights

  • Lifelong certificate validity
  • Course certification
  • Online test
  • ‘Vskills Certified’ tag 
  • 100% online
  • Course completion examination
  • Lifelong access to e-learning 
  • Government certification
  • Python programming practice

Course and certificate fees

Fees information
₹ 3,499
  • Vskills’ Deep Learning with Caffe2 course fee is Rs. 3,499 . You will receive access to all the e-learning material in 7-10 days after the payment.

  • You can choose to pay the course fee via credit/debit card, or net banking. Vskills accept Amex/Master/VISA cards and Indian Bank debit cards.

Certificate in Deep learning with Caffe2 fee structure

Course

Tuition Fees

Deep learning with Caffe2

Rs. 3,499 

certificate availability

Yes

certificate providing authority

Vskills

Who it is for

The Deep Learning with Caffe2 certification by Vskills will benefit the following candidates: -

  • Students of Data Science
  • Those who want to pursue employment in IT companies, MNCs, PSUs, or as Data Science professionals

Eligibility criteria

Certification Qualifying Details

To receive your certificate for the training programme in Deep Learning with Caffe2, you will have to complete the course material and pass the online examination with 50% marks. 

What you will learn

Knowledge of deep learning

After the completion of Vskills’ Deep Learning with Caffe2 online training, you will:

  • Become fluent in using the Caffe2 framework by understanding its set-up in Linux, the architecture, and the transition from machine learning to deep learning. 
  • Acquire the   ability   to   implement deep neural networks, convolutional neural networks, and logistical regression as well as using python for matrices
  • Know the application of mathematical operators and network creators and assisters in Caffe2 
  • Learn how to apply optimisation, regularisation, and weight initialization. 
  • Understand the essential elements of computational graphs and the foundations of training models
  • Be able to overcome the challenges and run AI on your own.

The syllabus

Setting up Caffe2

  • Set Up Caffe2 on Linux
  • Understanding the Caffe2 Architecture
  • Transitioning from Machine Learning to Deep Learning
  • Running an Image Classifier Using Caffe2

Implementing Neural Networks and Deep Learning

  • Learn about Matrices Using Python – NumPy
  • Understanding and Implementing Logistic Regression and Neural Networks
  • Understanding and Implementing Deep Neural Networks

Understanding Caffe2

  • Caffe2 Introduction
  • Caffe2 Python Wrapper
  • Mathematical Operators in Caffe2
  • Network Creators and Assisters in Caffe2 – Part 1
  • Network Creators and Assisters in Caffe2 – Part 2
  • Network Creators and Assisters in Caffe2 – Part 3

Understanding a Convolutional Neural Network

  • How Machines Learn to See!
  • Introduction to Convolutional Neural Networks
  • Implement a Convolution Layer Using Caffe2
  • Pooling Layer and Dropout in Caffe2
  • Role of Activation Functions in Solving Non-Linear Optimization

Implementing Weight Initialization, Regularisation, and Optimization

  • Machine Learning Strategy
  • How to Perform Data Selection, Preparation, and Processing
  • Regularization of Neural Networks
  • Optimizing Neural Networks
  • Optimization Algorithms

Introduction to Recurrent Neural Network

  • Sequence Learning
  • Introduction to Recurrent Neural Networks
  • LSTMs – A Special Case of RNNs
  • Learning about Word Embeddings
  • Introduction to Augmented Recurrent Neural Networks

Getting Started with Caffe2

  • Why Deep Learning?
  • Machine Learning Categories
  • Why Caffe2?
  • Install and Set Up Caffe2
  • Build a Caffe2 Docker

Basic Elements

  • Definition of a Computational Graph Through Examples
  • Introduce Workspace, Operators, and Nets
  • Working with Computational Graphs

Building Blocks of a Training Model

  • Housing Price Prediction
  • Representing a Linear Regression Model in a Computational Graph
  • Training Procedure
  • Training a Linear Regression Model

Supervised Learning and Transfer Learning

  • Fashion Product Recognition Problem
  • What Is Supervised Learning?
  • What Is Transfer Learning?
  • Model Zoo in Caffe2
  • Fine-Tune a Model for Recognizing Fashion Products

Sequence-To-Sequence Learning

  • Chatbot Customer Service
  • What Is Sequence-to-Sequence Learning?
  • What Are RNNs and LSTMs?
  • Training an RNN-Based Model to Write like Shakespeare

Reinforcement Learning

  • Why Deep Reinforcement Learning?
  • What Is Deep Reinforcement Learning?
  • What Is Deep Q-Network?
  • Training a Deep Q- Network for Solving the Cart-Pole Problem

Running AI in your Hands

  • AI on Mobile Devices Using Face ID
  • Challenges in Running AI Models on Mobile Devices
  • SequeezeNet
  • Deploy SequeezeNet on a Mobile Device

Admission details

You can register for Vskills’ Deep Learning with Caffe2 online programme in a simple manner. Follow the steps mentioned below:

Step 1. Go to the official Vskills website.

Step 2. Type the course name, Deep Learning with Caffe2, in the search bar.

Step 3. Select the ‘Buy Now’ option and get yourself registered or login if you have an existing account.

Step 4. Provide your bank details and choose your preferred mode of payment. 

Step 5. Upon the confirmation of your order, you will obtain e-Learning access (LMS).


Filling the form

Applying for the Deep Learning with Caffe2 online training course does not require you to fill in an application form. You can register by signing up or logging in. Select your course and make the payment to confirm your order. Begin with the curriculum instantly. 

Evaluation process

The online exam for deep learning with Caffe 2 certification will carry 50 one-mark MCQ-based questions. From a total of 50 marks, you will require a minimum score of 25 marks (50%) to pass. The text will be held for 60 minutes and does not have any negative marking. 

How it helps

The Deep Learning with Caffe2 training by Vskills is authenticated through government certification and holds a lifetime validity. You will also receive the ‘Vskills Certified’ tag on monsterindia.com and shine.com. 

The entire course has several application-based projects to help you practice your Caffe2 skills using Python programming. The Deep Learning with Caffe2 programme will facilitate building and working with deep neural networks. You will also gain important information about RNNs, BatchNorm, convolutional networks, Dropout, Adam, etc., to solidify your fluency in Caffe2’s applications.

For employers searching for jobs in the IT, PSU, or MNC sectors, the Deep Learning with Caffe2 certification course will increase your chances across various industries, whether you are a data science professional or a student. Additionally, Data science-related companies such as JP Morgan Chase, Wipro, Accenture, Zensar, TCS, Infor, Capgemini, etc. value PyTorch professionals, especially for the field of Data Science.

FAQs

What is the duration of the Deep Learning with Caffe2 course?

The course does not have a specified duration limit. However, you are required to answer the exam before a year from the date of registration. 

Is there international availability for the exam?

Yes. We have a separate procedure for international candidates. Students who live abroad can follow the international process for registration.

How is Vskills Deep Learning with Caffe2 certification helpful?

Our certificate confirms that you have the appropriate skills to perform the job with utmost excellence. It is validated proof that you have completed the course by acquiring the required aspects for the industry.

What are the payment gateways offered by the course?

To buy the course, we accept credit cards, debit cards, and net banking through Visa, MasterCard, American Express, and Indian Bank debit cards.

How many attempts are available for the exam?

The Deep Learning with Caffe2 online course exam does not provide more than one attempt per registration. However, there is no limit on reappearance, and you have to make a payment of Rs. 1,499.

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