1
00:00:01,230 --> 00:00:06,230
Hey there friend it's Bruno again by the way you've really impressed me over the last couple of days.

2
00:00:06,240 --> 00:00:08,850
But hey I have something to ask of you.

3
00:00:08,850 --> 00:00:09,810
I know it's the weekend.

4
00:00:09,810 --> 00:00:16,080
I know it's Friday but we had a last minute issue with one of our clients and we need your help as soon

5
00:00:16,080 --> 00:00:17,490
as possible.

6
00:00:17,520 --> 00:00:24,750
You see this client host one of the world's biggest dog competitions and unfortunately all their data

7
00:00:24,780 --> 00:00:28,070
has been wiped from the dog profiles.

8
00:00:28,320 --> 00:00:32,410
All these dogs are going to be competing this weekend and they need an online profile.

9
00:00:32,460 --> 00:00:39,300
And up until now they've had humans manually create the dog profiles but unfortunately the competition

10
00:00:39,300 --> 00:00:46,290
is this weekend and their data when it comes to what the dogs breeds are is completely gone and they

11
00:00:46,290 --> 00:00:52,840
have thousands of dogs and there's no way that a single person that they've hired can do this.

12
00:00:52,920 --> 00:01:00,330
So I need you to create a machine learning model that can detect the dog breed from a picture and they

13
00:01:00,330 --> 00:01:03,870
needed a sap in a couple hours so you can do this right.

14
00:01:03,870 --> 00:01:07,350
I told him that it's no problem that we have a star machine learning expert here.

15
00:01:07,380 --> 00:01:09,850
So don't disappoint.

16
00:01:09,860 --> 00:01:10,750
All right everybody.

17
00:01:10,850 --> 00:01:12,670
This is gonna be a fun one.

18
00:01:12,680 --> 00:01:15,740
We're gonna learn about neural networks.

19
00:01:15,740 --> 00:01:26,030
Up until now we had some really good structured data in CSC forms but now we get two images no more

20
00:01:26,240 --> 00:01:30,320
Excel files with rows and columns that were easy to understand.

21
00:01:30,410 --> 00:01:37,400
How can we teach a computer to know what a dog is what a dog breed is.

22
00:01:37,460 --> 00:01:39,990
This section is going to be a lot of fun.

23
00:01:40,010 --> 00:01:48,140
We're gonna use tools like tensor flow transfer learning and deep learning to dive into this topic a

24
00:01:48,140 --> 00:01:54,390
topic that is becoming more and more important in the industry and at the end of the day we're going

25
00:01:54,400 --> 00:01:59,410
to build a machine learning model that is able to detect dog breeds.

26
00:01:59,480 --> 00:02:03,500
It's gonna be a lot of fun and it's gonna be a fun project to add to your portfolio.

27
00:02:03,590 --> 00:02:05,240
So let's get started.