Certificate in Deep Learning with Python

BY
Vskills

Learn deep learning and your own AI system by enrolling to the Certificate in Deep Learning with Python programme at Vskills.

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

Deep learning is a new technology that enables professionals to develop AI systems that were just impossible before. To remain organised, help organisations expand and stay on top of the market, intelligent automation is going to be very helpful.

In machine translation, music synthesis, natural language comprehension, speech recognition and many others, Deep Learning is currently enabling numerous exciting applications. AI is actually changing industries into the next level. This Certificate in Deep Learning with Python programme will be introducing candidates into the new world of deep learning. Candidates will be able to create AI systems on their own by pursuing the entire programme properly.

Candidates will definitely be able to find new ways to apply it to their work after completing this Certificate in Deep Learning with Python programme. Vskills will help candidates to master Deep Learning and help to understand how to apply it and build an AI career. 

For artificial intelligence related jobs companies require professionals who have deep learning with Python knowledge. The Certificate in Deep Learning with Python programme will be placing many candidates in top IT companies and MNCs.

The highlights

  • Online course
  • Online exam
  • Learn at own comfort, own schedule
  • Take the exam at any time, from anywhere
  • Awarded with Government Certification 
  • Certification of completion will be provided by VSkills

Program offerings

  • Online learning
  • E-learning
  • Practice tests

Course and certificate fees

Fees information
₹ 3,499
  • The fee of the Certificate in Deep Learning with Python programme is Rs. 3,499.

Certificate in Deep Learning with Python programme Fees Details

Particulars

Amount

Programme fee

Rs. 3,499

certificate availability

Yes

certificate providing authority

Vskills

Who it is for

The Certificate in Deep Learning with Python is ideal for:

  • Job seekers who are looking for employment in IT companies, MNCs and PSUs
  • Data science professionals
  • Students and professionals across various industries

Eligibility criteria

Certification Qualifying Details

After completing registration for the Certificate in Deep Learning with Python programme, candidates will receive the study material and e-learning access. By completing the learning candidates are required to take the online test conducted by Vskills. To get certified candidates must pass the exam with minimum required marks. The test will take place online wherein candidates must secure 50% marks which makes it to 25 out of 50 marks.

What you will learn

Machine learning Knowledge of deep learning

The Certificate in Deep Learning with Python programme is a wonderful opportunity to learn and master a plethora of subjects and areas. Please find some of the key learnings below:

  • Candidates will learn about tools like; PyTorch, Keras, TensorFlow and Caffe2.
  • Candidates will learn to deep learning and Python into Artificial Intelligence.
  • Participants will be able to enhance one’s business model by implementing intelligent automation systems in work.
  • Also, candidates will be able to explore and learn the subject of Deep Learning in deep and apply it to develop a career in the field of Artificial Intelligence.

The syllabus

Module 1

Understanding Deep Learning
  • The Course Overview
  • A Brief History of Deep Learning
  • Deep Learning Today
  • Tools, Requirements, and Setup
Building The Basic Blocks Of Machine Learning
  • Exploring Supervised Learning
  • Representational Learning and Feature Engineering
  • Linear Regression
  • The Perceptron
Diving Into Deep Neural Networks
  • Feedforward Networks
  • Backpropagation
  • Neural Networks from Scratch
  • Overfitting and Regularization
Discovering Convolutional Neural Networks (Cnns)
  • Understanding CNNs
  • Implementing a CNN
  • Deep CNNs
Using Cnns To Solve Increasingly Complex Tasks
  • Very Deep CNNs
  • Batch Normalization
  • Fine-Tuning
Learning About Detection And Segmentation
  • Semantic Segmentation
  • Fully Convolutional Networks
Exploring Recurrent Neural Networks
  • Recurrent Neural Networks
  • LSTM and Advancements
Object Detection Using Cnns
  • Building a CNN to Detect General Images
  • Training and Deploying on a Cluster
Moving Forward With Deep Learning And Ai
  • Comparison of DL Frameworks
  • Exciting Areas for Upcoming Research

Module 2

Getting Started With Deep Learning
  • The Course Overview
  • Fundamentals of Neural Networks
  • Training Deep Neural Networks
  • Using Forward Propagation, Backprop, and SGD
  • Logistic Regression with a Neural Network Mindset
  • Convolutional Neural Network Handwriting Recognition
Deep Models With Mxnet And Tensorflow
  • Working with MxNet and Gluon
  • Defining and Training Neural Networks in MxNet/Gluon
  • Working with TensorFlow and Keras
  • Defining and Training Neural Networks in Keras/TensorFlow
  • Comparing the Two Frameworks
  • Mini Project - CIFAR Classification
Improving Deep Neural Networks
  • Weight Initialization for Deep Networks
  • Regularization and Dropout
  • Normalizing and Vanishing/Exploding Gradients
  • Mini Project – SIGNS Dataset
Optimization Algorithms
  • Understanding Stochastic Gradient Descent
  • Adaptive Learning Algorithms - RMSProp and Adam
  • Mini Project - Language Modeling
Hyperparameter Tuning
  • Hyperparameters
  • Tuning Hyperparameters - Grid Search
  • Tuning Hyperparameters - Random Search
  • Mini Project -Music Synthesis

Admission details


Filling the form

Applicants, please follow the steps for applying to the Certificate in Deep Learning with Python programme.

Step 1: Visit Vskills programme URL.

Step 2: Click the ‘Buy Now' button to purchase the programme.

Step 3: Candidates need an account on Vskills. If you already have one please log in if you don’t have one please sign up.

Step 4: Candidates can proceed to payment after checking account details. The fee can be paid through Net Banking, Credit Cards and Debit Cards.

When the payment is successful candidates will be registered for the programme and will receive the online e-learning access and study material.

Evaluation process

To get Certificate in Deep Learning with Python, the candidate needs to take an online test and secure a minimum 50 percent marks to qualify.

How it helps

The Certificate in Deep Learning with Python programme is teaching candidates about deep learning and Python. With deep learning knowledge, candidates can achieve a lot. Deep learning is a new technology and many people are trying to learn it because of its use in a variety of fields. With this Certificate in Deep Learning with Python, candidates can build Artificial Intelligence systems on their own. And they can build a new career with artificial intelligence.

Vskills will be helping all the certified candidates to find AI related careers. IT companies, MNCs, PUCs and many more companies are looking for professionals. Vskills certification will be the leading path to those companies. With the skills candidates gain from this Certificate in Deep Learning with Python programme and the valuable certificate will make sure their positions in top companies.

JP Morgan Chase, Wipro, Capgemini, Accenture, Zensar and Infor are some examples of companies hiring in data science related vacancies. Candidates can get jobs in these companies with attractive salaries. Opportunities for Artificial Intelligence is very high, it is the future. So this Certificate in Deep Learning with Python programme will be a turning point in every candidates' career.

FAQs

Why should I choose Vskills?

Vskills is India's largest technical qualification institution. To enhance employability, it performs skills training and certification testing. As a certification in expertise and abilities, people use Vskills' certifications, which are well known in the industry.

What advantage will I get from the Vskills certification exam?

You will be able to access two professionals job portals namely, Shine and Monster which can be seen by job recruiters. The certificate is authorised and candidates will be having advantages in their careers.

Does the programme have a fixed duration?

There is no minimum duration fixed but candidates must complete the programme within one year.

What are the payment methods available?

Debit Cards, Credit card and Net Banking options are available to make the payment. All Indian bank debit cards are accepted.

Can a student apply for this programme?

Yes. Students, teachers, professionals anyone can do this programme.

When will I receive the study material?

It will take 7 to 10 day to receive study material after registering. Online e-learning access will be received immediately after registration.

What is the exam structure?

The exam will have 50 MCQs and each will carry one mark. Duration of the exam will be 60 minutes. To pass minimum 25 marks should be scored.

What is the maximum number of re-appearance for the exam?

There is no limit for re-appearing. But for one registration there will be only one chance.

Will I get a practice test?

Of course, the practice test is available for all certification of Vskills.

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