‫Hey there, friend.
‫It's Bruno again.
‫By the way, you've really impressed me over the last couple of days, but, hey, I have something
‫to ask of you.
‫I know it's the weekend.
‫I know it's Friday, but we had a last minute issue with one of our clients, and we need your help
‫as soon as possible.
‫You see, this client hosts one of the world's biggest dog competitions, and unfortunately, all their
‫data has been wiped from the dog profiles.
‫All these dogs are going to be competing this weekend and they need an online profile.
‫And up until now, they've had humans manually create the dog profiles.
‫But unfortunately, the competition is this weekend and their data, when it comes to what the dogs
‫breeds are is completely gone.
‫And they have thousands of dogs.
‫And there's no way that a single person that they've hired can do this.
‫So I need you to create a machine learning model that can detect the dog breed from a picture, and
‫they need it ASAP in a couple of hours.
‫So you can do this, right?
‫I told them that it's no problem that we have a star, a machine learning expert here, so don't disappoint.
‫All right, everybody, this is going to be a fun one.
‫We're going to learn about neural networks.
‫Up until now, we had some really good structured data in CSV forms.
‫But now we get to images.
‫No more Excel files with rows and columns that were easy to understand.
‫How can we teach a computer to know what a dog is, what a dog breed is?
‫This section is going to be a lot of fun.
‫We're going to use tools like TensorFlow Transfer Learning and deep learning to dive into this topic,
‫a topic that is becoming more and more important in the industry.
‫And at the end of the day, we're going to build a machine learning model that is able to detect dog
‫breeds.
‫It's going to be a lot of fun and it's going to be a fun project to add to your portfolio.
‫So let's get started.