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Coarse-to-Fine Contextual Memory for Medical Imaging
2 hrs
Learn how to improve traditional architectures using coarse-to-fine context memory. Apply it to medical image segmentation and classification tasks.
PREREQUISITES: Experience with CNNs and long short-term memory (LSTM)
TOOLS AND FRAMEWORKS:TensorFlow
LANGUAGES:English
DURATION:2 hours -
Deep Learning For Creating Digital Content
2 hrs
Learn character animation, transferring styles between images and videos, denoising images using neural networks.
PREREQUISITES: Basic familiarity with deep learning concepts, such as CNNs and experience
with Python.
TOOLS AND FRAMEWORKS: TensorFlow, Torch .
LANGUAGES: English
DURATION: 2 hours -
Introduction Of Machine Learnig (Basic)
Day 1 | 8 hrs
Mathematics for Machine Learning
1. Introduction to Calculus
2. Introduction to Linear Algebra
3. Introduction to Probability & StatisticsMachine Learning Basics
1. Fundamentals of Machine Learning
2. Machine Learning Practical Applications: Classification, Regression etc.
3. Supervised Learning
4. Semi Supervised Learning
5.Unsupervised Learning
6. Neural Networks and Deep LearningPractical Machine Learning
1. Machine Learning Frameworks : Python, Google COLAB, TensorFlow, Pytorch, Keras
2. Code Classification and Time series Prediction Models
3. Implementing a Neural Network from ScratchQuiz
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Introduction Of Machine Learnig (Advance)
2 Days | 18 hrs
Mathematics for Machine Learning
1. Introduction to Calculus, Linear Algebra, Probability, Statistics and Random Variables
2. Introduction to Python, numpy, pandas etc.
3. Python assignments.Machine Learning Basics
1. Fundamentals of Machine Learning
2. Application in Machine Learning- Classification, Regression etc.
3. Introduction to the theory and algorithms of :
→ Supervised Learning
→ Semi Supervised Learning
→ Unsupervised Learning
→ Graphical Models
→ Predictive ModellingPractical Machine Learning-Frameworks
1. Machine Learning Frameworks :
→ Google COLAB
→ Sci-kit-learn
→ TensorFlow
→ PyTorch
→ Keras
2. Industry grade tools and technologies for implementing a practical machine learning project
3. Assignments – classification, regression and mathematical models
QuizNeural Network and Deep Learning
1. Introdution to theory of neural networks and stochastic gradient descent
2. Deep neural networks, CNN, RNN, Auto Encoders
3. LSTM, GAN, Capsule networksPractical Machine Learning – Your own models
1. Implementing a Neural Network from scratch
2. Implementing a Deep Neural Network (CNN, RNN, GAN) in Tensorflow/PyTorch
3. Developing AI projects and practical caveats in implementing machine learning models
4. Organizing Machine Learning ProjectsResearch and Applications
Apply Course
1. Applications of AI in Industry and Academia
2. Computer Vision
3. Natural Language Processing
4. What’s hot in AI research – a discussion on state of the art and recent trends in AI
Quiz -
Instance & disk snapshots (manual and automatic)
₹3.76Point-in-time snapshots help back up the data on your Amazon Lightsail instances, managed databases, and block storage.
GST @ 18% extra
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Block Storage 256GB
₹1,924.06Scale your storage quickly and easily with highly available SSD-backed storage for your Linux or Windows virtual server. Block storage starts at 8 GB and costs 0.10 USD per allocated GB, per month.
256 GB Storage
GST @ 18% extra
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Block Storage 128GB
₹962.03Scale your storage quickly and easily with highly available SSD-backed storage for your Linux or Windows virtual server. Block storage starts at 8 GB and costs 0.10 USD per allocated GB, per month.
128 GB Storage
GST @ 18% extra
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Block Storage 64GB
₹481.02Scale your storage quickly and easily with highly available SSD-backed storage for your Linux or Windows virtual server. Block storage starts at 8 GB and costs 0.10 USD per allocated GB, per month.
64 GB Storage
GST @ 18% extra
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Block Storage 32GB
₹240.51Scale your storage quickly and easily with highly available SSD-backed storage for your Linux or Windows virtual server. Block storage starts at 8 GB and costs 0.10 USD per allocated GB, per month.
32 GB Storage
GST @ 18% extra
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Block Storage 8GB
₹60.13Scale your storage quickly and easily with highly available SSD-backed storage for your Linux or Windows virtual server. Block storage starts at 8 GB and costs 0.10 USD per allocated GB, per month.
8 GB Storage
GST @ 18% extra
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Load Balancer Product
₹1,352.86No need to monitor bandwidth or connections. Lightsail load balancers are one simple price, per month.
GST @ 18% extra
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Managed Database High Availability 8GB
₹17,286.508 GB Memory
2 Core Processor
240 GB SSD Disk
200 GB Transfer*
Data encrypted
*Only outbound data transfer in excess of your plan’s data transfer allowance is subject to overage charges.GST @ 18% extra
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Managed Database Standard Plan 8GB
₹8,643.258 GB Memory
2 Core Processor
240 GB SSD Disk
200 GB Transfer*
Data encrypted
*Only outbound data transfer in excess of your plan’s data transfer allowance is subject to overage charges.GST @ 18% extra
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Managed Database High Availability 4GB
₹9,019.044 GB Memory
2 Core Processor
120 GB SSD Disk
100 GB Transfer*
Data encrypted
*Only outbound data transfer in excess of your plan’s data transfer allowance is subject to overage charges.GST @ 18% extra
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Managed Database Standard Plan 4GB
₹4,509.524 GB Memory
2 Core Processor
120 GB SSD Disk
100 GB Transfer*
Data encrypted
*Only outbound data transfer in excess of your plan’s data transfer allowance is subject to overage charges.GST @ 18% extra