Menu

Workshops

Projects

Blogs

Careers

Hire from us


For Business / Universities

Corporate Training

Academic Up-skilling


All Courses

Choose a category

Loading...

All Courses / undefined

All Courses / undefined / undefined

logo

Loading...

FOR BUSINESSES

Corporate Upskilling

FOR Universities

Academic Training

More

Advanced Deep Learning using Python in Pune

Gain an in-depth understanding about deep learning algorithms and their development using Python.

12 weeks long course | 100% Online

Learn from leading experts in the industry

Project based learning with 2 industry level projects that learners can showcase on LinkedIn.

Learn Key Tools & Technologies Python

Book a Free Demo Session

Enter your phone number and book a FREE Demo session on your favourite courses now!
Please enter a valid email
Please enter a valid number

Syllabus

This course is full of best-in-class content by leading faculty and industry experts in the form of videos and projects

Course Overview

Automating machines to process information and replicate knowledge-levels like humans is the primary focus of deep learning and neural networks. Deep learning simplifies the process of gathering, assessing, and interpreting data sets for engineers, and offers a proactive solution to foreseeing events by studying patterns. Engineers can develop and study versatile deep learning codes using Python - making it a fundamental skill in the job industry. 

This course is focused on enriching engineers with theoretical and practical knowledge on the following: 

  • Feed forward neural networks
  • Activation functions
  • Deep learning algorithms
  • Convolutional neural networks
  • Recurrent neural networks
  • Natural language processing

You will also get to complete projects requiring extensive hands-on work with Python according to modern trends in the industry.

Course Syllabus in Pune

On a daily basis we talk to companies in the likes of Tata Elxsi and Mahindra to fine tune our curriculum.

Week 1 - Artificial Neural Network (Feed Forward Neural Network)

This week will cover

  • Neural networks 
  • Different architectures of Neural Networks
  • Importance of Neural Networks
  • Hyperparameters in Neural Networks
  • Different types of Gradient descent methods

Week 2 - Activation Functions in Neural Networks

This week will cover

  • Conic sections
  • Hyperbolic trigonometric functions
  • Sigmoid activation function
  • Tanhx activation function
  • Relu activation function
  • Softmax activation function

Week 3 - Deep Learning

This week will cover

  • Deep learning terminologies
  • Nomenclature
  • Order of vectorized forms
  • Forward propagation derivation with 1 layer
  • Back propagation derivation with 1 layer
  • Batch size, iteration and epoch

Week 4 - Evaluation of Models

This week will cover

  • Underfitting
  • Overfitting
  • Lasso regularization
  • Ridge regularization
  • Elastic Net regularization

Week 5 - Improvising the Model

This week will cover

  • Ensemble methods
  • Sparse and convex functions
  • Bagging to avoid overfitting
  • Boosting to avoid underfitting
  • Stacking to avoid underfitting

Week 6 - Optimizers

This week will cover

  • Frobenius norm regularization
  • Data augmentation
  • Early stopping
  • Adam optimizer
  • Tensorflow 2.0

Week 7 - Convolutional Neural Network (CNN) - Part 1

This week will cover

  • Basics of CNN
  • Edge detection
  • Padding
  • Stride
  • Simple CNN
  • Difference between CNN & ANN

Week 8 - Convolutional Neural Network (CNN)- Part 2

This week will cover

  • Pooling layers
  • Transfer learning
  • Examples of CNN architecture
  • Combination of different Neural network architecture
  • CNN in Python

Week 9 - Recurrent Neural Network (RNN) - Part 1

This week will cover

  • RNN Model
  • Different types of RNN
  • Gradients in RNN
  • Back propagation
  • Difference between RNN & ANN

Week 10 - Recurrent Neural Network (RNN) - Part 2

This week will cover

  • Gated Recurrent Unit (RNN)
  • Long short term memory (LSTM)
  • Bidirectional RNN
  • RNN Implementation in Python

Week 11 - Basics of Natural Language Processing (NLP)

This week will cover

  • Stop words
  • Stemming
  • Lemmatization
  • Word2vec
  • Implementation of word2vec in Python

Week 12 - End-to-End ML Project Steps

This week will cover

  • Descriptive Analytics
  • Diagnostic Analytics
  • Predictive Analytics
  • Prescriptive Analytics

Our courses have been designed by industry experts to help students achieve their dream careers

Industry Projects in Pune

Our projects are designed by experts in the industry to reflect industry standards. By working through our projects, Learners will gain a practical understanding of what they will take on at a larger-scale in the industry. In total, there are 2 Projects that are available in this program.

Logistic Regression and Gradient Descent

In this project, you will perform logistic regression and gradient descent on a given dataset using Python. 

ANN, CNN and RNN

In this project, you will have to work on prediction of machine failure for a given dataset using ANN (Hyperparameters is completely dependent on individuals to come up with the best model).

Our courses have been designed by industry experts to help students achieve their dream careers

Ratings & Reviews by Learners

Skill-Lync has received honest feedback from our learners around the globe.

Google Rating
4.6

Upgrade Yourself With Skill-Lync's Advance Deep Learning using Python Course in Pune

Are you overwhelmed by the Complexity of the Deep Learning model? Fret no more! Skill-Lync's unique and one-of-a-kind advanced deep learning online course helps students understand how you can master the ever-expanding world of Advance Deep Learning. The expert trainers of the best institute for AI and Machine Learning in Pune approach the topic from a business point of view so that you begin to realize how AI can help solve problems in different professions without being specifically programmed to do so!

There has always been a strong demand for deep learning certification to improve technological skills. Rapid digital uptake has made deep learning online courses even more appealing for forward-thinking professionals worldwide. The need for technology-related professions is steadily increasing, and many areas have been able to use technology to learn and improve themselves for future career roles.

Skill-Lync follows an industry-centric approach in this best machine learning course in Pune. Candidates taking up this artificial intelligence and machine learning course in Pune gain comprehensive knowledge of the advanced algorithms and practical application of Tensorflow in Python and also obtain a practical grasp of what they will be doing in the sector on a broader scale. 

FAQs About Advance Deep Learning using Python Course in Pune

Why go for deep learning courses in Pune?

By opting for a deep learning course in Pune, you will get many opportunities to explore new career avenues. The Advance Deep Learning using Python is curated by industry experts for you to make you industry-ready.

What are the prerequisites for taking up an advanced deep learning course in Pune?

There are no specific prerequisites that you need to be aware of. Students interested in the field or having a technical degree can take up this course.

What is the program fee of Skill-Lync's deep learning in Pune?

This machine learning course by Skill-Lync consists of specific modules taught by knowledgeable subject matter experts. Students' total fees for this deep learning course vary from INR 7000 per month for 2 months of access, INR 10,000 per month for access of 4 months, and INR 15,000 per month for lifelong access.

What are the benefits of pursuing the machine learning course in Pune with placement?

Considering the field's exponential expansion, there is a skills shortage. If you can match the expectations of giant corporations by obtaining knowledge in advanced deep learning, you will have a solid job in growing technology.

As an advanced deep learning professional, you'll work on real-world problems and create ideas that significantly influence how organizations and individuals grow.

What career prospects are after completing the deep learning certification course in Pune?

After completing the best deep learning course, you can apply for different positions, such as:

  • Data Engineer
  • Research Analyst
  • Machine Learning Engineer
  • Natural Language Process Engineer

What is the expected salary range after completing the advanced deep learning course in Pune?

The Advance Deep Learning professional salaries in Pune range from 3.0 lakhs to 19.6 lakhs per year, with an average of 5.7 lakhs.

Instructors profiles

Our courses are designed by leading academicians and experienced industry professionals.

image

1 industry expert

Our instructors are industry experts along with a passion to teach.

image

8 years in the experience range

Instructors with 8 years extensive industry experience.

image

Areas of expertise

  • Machine Learning
  • Deep Learning

Similar Courses

Got more questions?

Talk to our Team Directly

Please fill in your number & an expert from our team will call you shortly.

Please enter a valid email
Please enter a valid number
Try our top engineering courses, projects & workshops today!Book a FREE Demo