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  • 00:00

    Hi, I'm David Shaw.
    Hi, I'm David Shaw.

  • 00:02

    And welcome to AI News.
    And welcome to AI News.

  • 00:04

    In this episode, we'll cover how to gear up
    In this episode, we'll cover how to gear up

  • 00:06

    to meet the growing needs of AI.
    to meet the growing needs of AI.

  • 00:08

    We will also introduce you to a few tools that will help
    We will also introduce you to a few tools that will help

  • 00:11

    you keep up with the AI train.
    you keep up with the AI train.

  • 00:13

    Don't forget to check the links below to learn more.
    Don't forget to check the links below to learn more.

  • 00:18

    AI now relies on machine learning, a class of algorithms
    AI now relies on machine learning, a class of algorithms

  • 00:21

    that improve with time.
    that improve with time.

  • 00:23

    In this article, Intel Fellow Pradeep Dubey and Dr. Amir
    In this article, Intel Fellow Pradeep Dubey and Dr. Amir

  • 00:26

    Khosrowshahi of Nervana take a deeper dive
    Khosrowshahi of Nervana take a deeper dive

  • 00:29

    into how machine learning will unlock the true power of AI.
    into how machine learning will unlock the true power of AI.

  • 00:32

    They write, "Data doubles every year, growing at a rate faster
    They write, "Data doubles every year, growing at a rate faster

  • 00:36

    than compute power.
    than compute power.

  • 00:37

    This is the real reason why we are discussing AI,
    This is the real reason why we are discussing AI,

  • 00:40

    and the reason why machine learning is an effective tool
    and the reason why machine learning is an effective tool

  • 00:43

    for realizing the power of AI."
    for realizing the power of AI."

  • 00:45

    Did you know that deep neural networks, or DNNs,
    Did you know that deep neural networks, or DNNs,

  • 00:48

    were used in the 1990s to help with tasks like handwriting
    were used in the 1990s to help with tasks like handwriting

  • 00:51

    recognition on bank checks?
    recognition on bank checks?

  • 00:53

    Well, today DNNs are used for image recognition, video,
    Well, today DNNs are used for image recognition, video,

  • 00:57

    and even autonomous driving.
    and even autonomous driving.

  • 00:58

    But DNNs take a ton of compute resources
    But DNNs take a ton of compute resources

  • 01:01

    in the amount of data they process.
    in the amount of data they process.

  • 01:03

    Intel's Math Kernel Library 2017 introduces the DNN domain,
    Intel's Math Kernel Library 2017 introduces the DNN domain,

  • 01:08

    which includes functions necessary to accelerate
    which includes functions necessary to accelerate

  • 01:11

    the most popular image recognition topologies.
    the most popular image recognition topologies.

  • 01:14

    This includes AlexNet, VGG, GoogleNet, and ResNet.
    This includes AlexNet, VGG, GoogleNet, and ResNet.

  • 01:19

    Take a look at this article in the link below to learn more.
    Take a look at this article in the link below to learn more.

  • 01:22

    Don't miss the latest video with [? Meg Naral ?]
    Don't miss the latest video with [? Meg Naral ?]

  • 01:24

    as she takes us through the deep learning software developer
    as she takes us through the deep learning software developer

  • 01:27

    kit.
    kit.

  • 01:28

    It's a free set of tools for data scientists and software
    It's a free set of tools for data scientists and software

  • 01:31

    developers for developing, training, and deploying
    developers for developing, training, and deploying

  • 01:34

    deep learning solutions.
    deep learning solutions.

  • 01:35

    The tool now supports Intel Distribution for Caffe.
    The tool now supports Intel Distribution for Caffe.

  • 01:39

    This training tool for image classification
    This training tool for image classification

  • 01:41

    includes custom networks for model creation,
    includes custom networks for model creation,

  • 01:44

    integration with interactive notebooks,
    integration with interactive notebooks,

  • 01:46

    and the ability to install an OS X, or Amazon Web Services.
    and the ability to install an OS X, or Amazon Web Services.

  • 01:50

    It also supports image classification and image
    It also supports image classification and image

  • 01:52

    segmentation use cases with interference on floating point
    segmentation use cases with interference on floating point

  • 01:56

    32-bit precision.
    32-bit precision.

  • 01:58

    Thank you for watching, and make sure you like
    Thank you for watching, and make sure you like

  • 02:00

    and subscribe to keep getting your AI News each month.
    and subscribe to keep getting your AI News each month.

  • 02:03

    And don't forget to check the links below
    And don't forget to check the links below

  • 02:04

    to read up on the information we covered.
    to read up on the information we covered.

All noun
shaw
/SHô/
word
parts of potato plant that appear above ground

January 2017 | AI News | Intel Software

2,256 views

Intel Software

Video Language:

  • English

Caption Language:

  • English (en)

Accent:

  • English (US)

Speech Time:

94%
  • 2:03 / 2:10

Speech Rate:

  • 173 wpm - Fast

Category:

  • Science & Technology

Tags :

Intro:

Hi, I'm David Shaw.. And welcome to AI News.. In this episode, we'll cover how to gear up. to meet the growing needs of AI.. We will also introduce you to a few tools that will help
you keep up with the AI train.. Don't forget to check the links below to learn more.
AI now relies on machine learning, a class of algorithms
that improve with time.. In this article, Intel Fellow Pradeep Dubey and Dr. Amir
Khosrowshahi of Nervana take a deeper dive. into how machine learning will unlock the true power of AI.
They write, "Data doubles every year, growing at a rate faster
than compute power.. This is the real reason why we are discussing AI,. and the reason why machine learning is an effective tool
for realizing the power of AI.". Did you know that deep neural networks, or DNNs,. were used in the 1990s to help with tasks like handwriting
recognition on bank checks?.

Video Vocabulary

introduce

/ˌintrəˈd(y)o͞os/

verb

To begin the use of a new thing or practice.

recognition

/ˌrekəɡˈniSH(ə)n/

noun

Acceptance of the legal authority of person/thing.

discussing

/dəˈskəs/

verb

To talk about seriously or in great detail.

compute

/kəmˈpyo͞ot/

verb

To find out by calculating or estimating.

learning

/ˈlərniNG/

noun verb

Act of getting knowledge. To get knowledge or skills by study or experience.

autonomous

/ôˈtänəməs/

adjective

(of country or region) having freedom to govern itself.

growing

/ˈɡrōiNG/

adjective noun verb

undergoing natural development by increasing in size and changing physically. Act of cultivating plants for food. To get bigger and more mature; make plants do this.

improve

/imˈpro͞ov/

verb

To make, or become, something better.

effective
adjective

Working efficiently to produce a desired result.

realizing

/ˈrē(ə)ˌlīz/

verb

become fully aware of something as fact.

welcome - welcome

/ˈwelkəm/

adjective exclamation noun verb

gladly received. used to greet someone in polite or friendly way. instance or manner of greeting someone. To accept or receive something happily and gladly.

machine

/məˈSHēn/

noun verb

Powerful group who control and organize things. To shape, work on something, using a device.

doubles

/ˈdəb(ə)l/

noun other verb

something twice as large as usual. Two teams of two people playing tennis. become twice as much or as many.