Original subtitles

Hey it's Bruno here.

Just want to say welcome.

Congratulations on your second day.

It seems like the co-workers are impressed with you.

They told me that you talk to them by one machine learning is it and they were impressed with the amount

of knowledge.

So good job.

But anyway we got to get you working because we have a lot of clients and they really need us.

So we have a client right now that needs to implement their own machine learning data science framework

for their employees.

They have about 20 data scientists 20 machine learning engineers and everybody everybody's kind of doing

their own thing.

We need a way to standardize their practices into one so that they can manage all their employees.

Would you mind creating a framework that our clients can use and maybe we can use at our company as

well.

Keiko Corp. needs something standardized so that when we hire more people like you were able to have

a nice clear framework that they can use shouldn't be a problem for you right.

Genius right there you are you passed the first day but second day we've got to create this framework

and and Bruno wants it done by tomorrow.

So what do you do.

Well it's time to ask your friend Andre and Daniel.

So in this section we're going to build our own machine learning and data science framework that is

a template that we can use throughout the rest of the course throughout the rest of your career to think

about how to solve problems.

Here's the thing with this section.

This is the last section of the course where we talk about theory and we look at some slides and look

at some diagrams after this section.

We go into full coding we're going to start actually building our own models actually working with data

for the rest of the course but this section is really really important because when you go through it

the first time it's not going to stick automatically.

This section.

We left it this way so that you can come back to it every once in a while throughout your career.

Also throughout the course to be reminded of the framework that we're using of the steps that we're

using and the rest of the course is going to build on this framework and build our skills so that we

become better and better with this framework.

But like I said it's not going to stick right away.

So every once in a while if you feel a little bit overwhelmed throughout the course or maybe you're

not getting something maybe hit pause and come back to the section and we watch it.

And at the very end of the course when you finished all the lectures I want you to come back to this

section and realize how much you've learned how much clearer this framework becomes.

Once you've completed the course and like I said this is going to be the last section where we're just

talking without you actually getting to practice in code.

But once we build this we're ready to dive deep.

So let's get started.

Let's create our own framework and hopefully go into work the next day and make Bruno happy once again

survive day to let's get started.