Data Science – Advanced Course
Industry-based projects with real-time completion
Interactive live session and doubt clearing
100% job assistance with interview and placement guidance
Data Science Advanced Course Description
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.
Data Science Advanced Course Benefits
- Interactive online live training with industry experts.
- Lifetime dashboard access to course materials.
- Content-rich study material.
- Free eBooks with worked out projects.
- Project guidance
- Real-time project completion during the training.
- Participants will be certified by ANEXAS Europe.
- A soft and hard copy of the certificate.
- International recognition.
- Learn from the best trainers.
- Tools required for the training.
- Open book online test for certification.
- 100% Pass rate guaranteed.
- Lifetime membership to Anexas Alumni group.
- Get a chance to win cashback benefits.
- Online Line Customer support 24*7.
100% Job Assistance
Get 100% job assistance with Anexas Data Science course. Learn and excel in Data Science to secure prestigious job roles.
Benefits of Job assistance
- Get Placement guidance.
- Prep Interview skills with real-time industry-based Q&A.
- Learn Personality Development.
- Fill in any gap years in your experience.
- Gain from Anexas Internship program.
Eligibility criteria
- Complete at least basic and Intermediate level in Data Science course by Anexas.
- Fresher or Experienced, anyone can apply.
- Programmers or Non-programmers, anyone can apply.
Data Science Advanced Training Options
Online Live Training
- 45 hours of course completion
- Live interaction with instant query clarification
- Continuous project guidance during the sessions
- Global recognition
- Trained Data Scientist Certificate (Advanced) from Anexas Europe
- Access to learning videos
- Diverse training batch
- Flexible timings
Upcoming Batch
Weekday Batch: Contact enquiry@anexas.net
Weekend Batch: Contact enquiry@anexas.net
Data Science Advanced Course Content
Module 1- Neural Networks 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
Module2- Working with images & 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
Module 3- CNN Architectures and Transfer Learning
- CNN Architectures and LeNet Case Study
- Case Study: AlexNet
- Case Study: ZFNet and VGGNet
- Case Study: GoogleNet
- Case Study: ResNet
- GPU vs CPU
- Transfer Learning Principles and Practice
- Hands-on Keras Demo: SVHN Transfer learning from MNIST dataset
- Transfer learning Visualization (run package, occlusion experiment)
- Hands-on demo -T-SNE
- Hands-on CNN nets
- Hands-On OCR, Face Recognition, Object Detection, Pose Estimation, 3D estimations
Module 4- 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
Module 5- Object Detection
- CNN's at Work - Object Detection with region proposals
- CNN's at Work - Object Detection with Yolo and SSD
Module 6- 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
Enquiry Form
Data Science Advanced FAQ
Why Data Science?
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.
Who is your trainer?
- Total 7 years of experience in Data Science, Machine Learning, Deep Learning & Application Development.
- Contributed to 46+ Patents for different countries (US, China, Europe)
- Published research paper at the National Library of Medicine.
- Currently a mentor at the University of Texas at Austin.
- Serving as Senior Data Scientist.
What are the benefits of Data Science certification?
- High demand
- Infinite career opportunities
- Highest pay due to high exigency
- Recruited by top companies
- Flexibility to switch domains
- Opportunity to pursue self-career
What are the job roles that you can opt for after certification?
Data Science is a highly lucrative career option, with Data Scientists earning an average of $114,000 USD in the United States and 900,000 INR in India annually, as per recent research. Explore a range of rewarding job roles in the field:
- Data Scientist
- Python Programmer
- Machine Learning Engineer
- Data Analyst
- Data Engineer
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.
Are examination fees included?
Yes! Our training fees cover all associated costs, including certification, examination, study materials, and tools/software expenses. There are no additional charges, ensuring a hassle-free learning experience for you.
What are the payment options available?
At Anexas, we provide convenient payment options to suit your preference. Choose from the following methods:
- Card Payment
- Net Banking
- Cash
Can I cancel my enrollment? Will I get a refund?
Cancellation Policy:
If a delegate cancels the training 72 hours prior to the scheduled start, an administration fee of 10% will be deducted from the refund. However, if the cancellation occurs after this timeframe, no refund will be provided.
Rescheduling Option:
Once the payment is made, delegates have the flexibility to postpone their training date and join another batch at no extra cost. We aim to accommodate your schedule and ensure a seamless learning experience.
