Software-hardware-list

SOFTWARE/HARDWARE LIST:-

Chapter Name Chapter

number

1

Software required (With version)

Hardware

specifications

-

OS required

Programming

Environment,

GPU Computing,

and Cloud

Solutions

Feedforward Networks

Convolutional

Neural Networks

(CNN)

Recurrent Neural

Networks (RNN)

Reinforcement

Learning

Generative

Adversarial

Networks

Computer Vision

- -

2

3

4

5

6

7

Natural Language

Processing

Speech

Recognition and

Video Analysis

Time Series and

Structured Data

Game Playing

Agents and

Robotics

Hyperparameter Selection

and Tuning

8

9

10

11

12

Python 3

Jupyter Notebook

Anaconda

Python 3

Jupyter Notebook

Anaconda

Python 3

Jupyter Notebook

Anaconda

Python 3

Jupyter Notebook

Anaconda

CUDA, cuDNN

Python 3

Jupyter Notebook

Anaconda

CUDA, cuDNN

Python 3

Jupyter Notebook

Anaconda

CUDA, cuDNN

Python 3

Jupyter Notebook

Anaconda

CUDA, cuDNN

Python 3

Jupyter Notebook

Anaconda

CUDA, cuDNN

Python 3

Jupyter Notebook

Anaconda

CUDA, cuDNN

Python 3

Jupyter Notebook

Anaconda

CUDA, cuDNN

Python 3

Jupyter Notebook

Anaconda

CUDA, cuDNN

RAM 8GB+

RAM 8GB+

RAM 8GB+

RAM 8GB+

NVIDIA graphics card

RAM 8GB+

NVIDIA graphics card

RAM 8GB+

NVIDIA graphics card

RAM 8GB+

NVIDIA graphics card

RAM 8GB+

NVIDIA graphics card

RAM 8GB+

NVIDIA graphics card

RAM 8GB+

NVIDIA graphics card

RAM 8GB+

NVIDIA graphics card

64-bit operating system

64-bit operating system

64-bit operating system

64-bit operating system

64-bit operating system

64-bit operating system

64-bit operating system

64-bit operating system

64-bit operating system

64-bit operating system

64-bit operating system

Networks

Internals

13

Pretrained Models 14

Python 3

Jupyter Notebook

Anaconda

CUDA, cuDNN

Python 3

Jupyter Notebook

Anaconda

CUDA, cuDNN

RAM 8GB+

NVIDIA graphics card

RAM 8GB+

NVIDIA graphics card

64-bit operating system

64-bit operating system