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Deep Learning Network Optimization
4 hrs
PREREQUISITES: Neural Networks and python.
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TOOLS AND FRAMEWORKS: Tensorflow, Keras, PyTorch
LANGUAGES: English
DURATION: 4 hours -
Deep Learning for Intelligent Video Analytics
2 hrs
Learn to develop deep neural networks for object detection, localization and tracking.
PREREQUISITES: Experience with deep networks (specifically variations of CNNs) and intermediate level experience with C++ and Python.
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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 -
Deep Learning
4 hrs
PREREQUISITES:Neural Networks and python
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TOOLS AND FRAMEWORKS:Tensorflow, Keras, PyTorch
LANGUAGES:English
DURATION:4 hours -
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 -
Clustering
2 hrs
Learn the theoretical foundations of clustering along with fundamental and advanced clustering methods such as distance based, iterative, hierarchical, continuous and categorical, density based methods. Dive into a deeper analysis with measures to analyze quality of clustering and its applications.
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PREREQUISITES: Basic machine learning and python.
TOOLS AND FRAMEWORKS: Python, sci-kit learn, Tensor flow.
LANGUAGES: English
DURATION: 2 hours -
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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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 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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Applications of AI for Anomaly Detection
2 hrs
Learn to detect anomalies in large data sets to identify network intrusions using supervised and unsupervised machine learning techniques, such as accelerated XGBoost, autoencoders, and generative adversarial networks (GANs).
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PREREQUISITES: Experience with CNNs and Python
TOOLS AND FRAMEWORKS: Keras, GANs
LANGUAGES: English
DURATION: 2 hours