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- Apache MXNet Tutorial
Curriculum
- 18 Sections
- 138 Lessons
- 10 Weeks
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- Apache MXNet EcosystemNow let us explore MXNet’s rich libraries, packages, and frameworks −13
- Apache MXNet - Python PackagesIn this chapter we will learn about the Python Packages available in Apache MXNet.6
- Apache MXNet - Python API ModuleApache MXNet’s module API is like a FeedForward model and it is easier to compose similar to Torch module. It consists of following classes −6
- Apache MXNet - KVStore and VisualizationThis chapter deals with the python packages KVStore and visualization.4
- Apache MXNet - Python API ndarrayThis chapter explains the ndarray library which is available in Apache MXNet.6
- Apache MXNet - Introduction7
- Apache MXNet - Installing MXNet14
- 7.1overview
- 7.2Linux OS
- 7.3Central Processing Unit (CPU)
- 7.4MacOS
- 7.5Central Processing Unit (CPU)
- 7.6Windows OS
- 7.7Install with CUDA and MKL Support
- 7.8Central Processing Unit (CPU)
- 7.9Installing MXNet On Cloud and Devices
- 7.10Installing MXNet On Cloud
- 7.11Installing MXNet on Devices
- 7.12Native Build (from source)
- 7.13NVIDIA Jetson Devices
- 7.14Native Build (from source)
- Apache MXNet - ToolkitsTo support the research and development of Deep Learning applications across many fields, Apache MXNet provides us a rich ecosystem of toolkits, libraries and many more. Let us explore them −4
- Apache MXNet - System Architecture4
- Apache MXNet - System Components10
- Apache MXNet - Unified Operator API8
- Apache MXNet - Distributed Training5
- Apache MXNet - NDArrayIn this chapter, we will be discussing about MXNet’s multi-dimensional array format called ndarray.8
- Apache MXNet - Gluon7
- Apache MXNet - Python API gluon9
- Python API Autograd and Initializer3
- Apache MXNet - Python API Symbol6
- Apache MXNet - Quick Guide18
- 18.1Apache MXNet – Introduction
- 18.2Apache MXNet – Installing MXNet
- 18.3Apache MXNet – Toolkits and Ecosystem
- 18.4Apache MXNet – System Architecture
- 18.5Apache MXNet – System Components
- 18.6Apache MXNet – Unified Operator API
- 18.7Apache MXNet – Distributed Training
- 18.8Apache MXNet – Python Packages
- 18.9Apache MXNet – NDArray
- 18.10Apache MXNet – Gluon
- 18.11Apache MXNet – KVStore and Visualization
- 18.12Apache MXNet – Python API ndarray
- 18.13Apache MXNet – Python API gluon
- 18.14gluon.parameter
- 18.15gluon.trainer
- 18.16Python API Autograd and Initializer
- 18.17Apache MXNet – Python API Symbol
- 18.18Apache MXNet – Python API Module
