Data Science Advanced

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Data Science – Advanced Course

Earn a recognized Data Scientist certification to boost your career and work on real-world projects using industry-aligned tools

2 Live Projects

25+ worked out projects

1-1 Live Sessions

100% job assistance

4.7

(35,000)

(35,000+ Students enrolled)

This course includes

Accredited By

Course Description For Data Science Advanced Course

Are you eager to take your Data Science skills to the next level after completing Basic and Intermediate Data Science courses? If you yearn to become a true Master of Data Science, leaving no stone unturned in your quest for knowledge, then our Advanced Data Science course is tailored for you.

Anexas Advanced Data Science course will propel you to new heights of expertise in the field. Delve into the intricacies of Neural Networks using TensorFlow and Keras, explore the depths of CNN, and unravel various components in detail. This course is designed to equip you with the advanced skills necessary to become a Data Science expert.

Don’t wait any longer. Dive right into our Advanced Data Science course and unlock the full potential of your Data Science journey. Become a true authority in the field and embrace the limitless possibilities that Data Science has to offer.

What you'll gain

Internationally recognized certification from Anexas Europe.
Interactive online live training with industry experts.
Lifetime dashboard access to course materials.
Project guidance with 25+ industry-based projects.
Real-time project completion.
Tools required for the training.

Course Content

Neural networking using TensorFlow and Keras

Basic Mathematics – DL
Introduction to Perceptron & History of Neural networks
- Activation functions
- Sigmoid
- Relu
- Softmax
- Leaky Relu
- Tanh f. Exponential Linear Units (ELU) g. Swish”
Gradient Descent
Learning Rate and tuning
Optimization functions
Introduction to Tensorflow
Introduction to Keras, Theano, PyTorch – handson
Backpropagation and chain rule
Fully connected layer
Cross entropy
Weight Initialization
Regularization
coding perceptron
Q&A

Working with images and CNN building blocks

Working with Images- Introduction
Working with Images – Digitization, Sampling, and Quantization
Working with images – Filtering – OpenCV
Hands-on Python Demo: Working with images
Introduction to Convolutions
2D convolutions for Images
Convolution – Backward – handson
Transposed Convolution and Fully Connected Layer as a Convolution – handson
Pooling: Max Pooling and Other pooling options – practical

CNN architecture and transfer learning

Working with Images- Introduction
Working with Images – Digitization, Sampling, and Quantization
Working with images – Filtering – OpenCV
Hands-on Python Demo: Working with images
Introduction to Convolutions
2D convolutions for Images
Convolution – Backward – handson
Transposed Convolution and Fully Connected Layer as a Convolution – handson
Pooling: Max Pooling and Other pooling options – practical

CNN's at Work - Semantic Segmentation

CNN’s at Work – Semantic Segmentation
Semantic Segmentation process
U-Net Architecture for Semantic Segmentation
Hands-on demo – Semantic Segmentation using U-Net
Other variants of Convolutions
Inception and MobileNet models

Object detection

CNN’s at Work – Object Detection with region proposals
CNN’s at Work – Object Detection with Yolo and SSD

CNN’s at work- Siamese Network for Metric Learning

Siamese Network as metric learning
How to train a Neural Network in Siamese way
Hands-on demo – Siamese Network

Key Benefits of Data Science for Beginners

Enhance your career with Data Science skills

Hone your problem-solving, analytical, and programming skills, and advance your professional skill set with a career in Data Science.

Join the industry of your choice

Data Science tools and techniques are applicable across various industries, allowing you to choose and excel in the sector of your preference.

Internationally available opportunities

Get international opportunities. Data Science is a globally recognized field with high demand in organizations worldwide, opening doors to international career prospects.

Become an internal consultant or an adviser to your company

Achieve better job roles and higher salaries by becoming a certified Data Science professional, offering your expertise as an internal consultant or adviser in data-driven decision-making.

Deepen your business understanding

Data Science encourages you to think strategically and analytically, providing clear insights into business performance, trends, and opportunities through effective data analysis and modeling.

Get Project Management experience

The more you advance in Data Science, the more experience you gain in managing complex data projects, enhancing your professional credentials and expertise.

Learning from the Best trainer

Amitabh Saxena, CEO of Anexas Europe has done some great work in the quality domain. He has an experience of more than 33 years. He is also the founder of Anexas and will be your trainer for the course. He has consulted Fortune 100 organizations including ADNOC, Dell, SABIC, Aramco, Ministry of Health, DP World, Alfuttaim Motors, EMC2, Bank Muscat, TATA Business services, Deloitte , TATA motors finance ltd, Steel authority of India, Indian railway , Colgate Palmolive , Novartis, Novozymes Denmark, HP, Tech Mahindra, Reliance, Bharat Petroleum, Maersk ,Cisco and the list goes on.

Training options for Lean Six Sigma Green Belt

Online Live Training

Features

45 hours of course completion
Live interaction with instant query clarification
Continuous project guidance during the sessions
Global recognition and Trained Data Scientist Certificate from Anexas Europe
Lifetime access to course materials and videos
One free one-on-one session with renowned Master Black Belt Amitabh Saxena
Flexible timings

Corporate Training

Features

Customised course content and duration for your organisation
Company-specific training with company-related examples and case studies
Live interaction with instant query clarification with renowned Master Black Belt Amitabh Saxena
Project completion during the training
Data Science tools and techniques aligned to the organization

FAQs

Everything you need to know about Data Science

What is the focus of this course

Our comprehensive course will provide you with a deep understanding of Data Science and cover various aspects of this field. By the end of the course, you will gain the skills to effectively prepare and analyze data, create impactful data visualizations, and develop data models. Expand your knowledge and capabilities in Data Science with us.

Is the examination fee included?

Yes. Once you pay the fees for the training, all the other costs such as examination costs, study material costs, tools and software costs, and project training costs will be included and no extra charges will be levied.

What are the payment plans?

We have flexible payment options.

You can make full payment.
You can choose an installment. Pay a token amount during registration, and pay the remaining balance anytime before the course concludes.

What payment options are available?

Choose from multiple payment options at Anexas:

Card payment
Net Banking
Cash
UPI payments
Tabby

Can i cancel my enrollment? Will i get refund?

We have an easy cancellation policy made easy!

If you cancel your registration 72 hours before the training starts, a 10% administration fee will be deducted.
Unfortunately, no refunds will be issued for cancellations made after that.
However, if you’ve already made the payment, you can reschedule your training to another batch at no extra cost. We value your convenience and strive to accommodate your needs.