Do you want to start working with Machine Learning?
Let me give you 3 tips that I used to start my journey and that helped me a lot!
[2 min]
1/7π§΅
Let me give you 3 tips that I used to start my journey and that helped me a lot!
[2 min]
1/7π§΅
1 - Start by understanding the basic concepts
This Machine Learning Crash Course cover all the basics and terms you'll need to start
Separate a couple of hours and have fun!
developers.google.com/machine-learniβ¦
2/7π§΅
This Machine Learning Crash Course cover all the basics and terms you'll need to start
Separate a couple of hours and have fun!
developers.google.com/machine-learniβ¦
2/7π§΅
This course has been updated many times to keep it fresh and to add more than the basic with:
β’ Problem Framing
β’ Data Prep
β’ Clustering
β’ Recommendation
β’ Test and Debug
β’ GAN
3/7π§΅
β’ Problem Framing
β’ Data Prep
β’ Clustering
β’ Recommendation
β’ Test and Debug
β’ GAN
3/7π§΅
2 - Prepare an environment to learn and try ideas easily
This could be your own PC but that gives extra work:
β’ installing and keeping libs up to date
β’ updating drivers
There's also the cost of having a good HW (w/ GPU) and lot's of space (ML might need GBs of data)
4/7π§΅
This could be your own PC but that gives extra work:
β’ installing and keeping libs up to date
β’ updating drivers
There's also the cost of having a good HW (w/ GPU) and lot's of space (ML might need GBs of data)
4/7π§΅
My suggestion here is to go simpler and use Google Colab: colab.sandbox.google.com
It's a Free web application with:
β’ access to free VMs
β’ Zero configuration needed
β’ Easy sharing
β’ Access to GPU/TPU
As of today this is my main dev env!
5/7π§΅
It's a Free web application with:
β’ access to free VMs
β’ Zero configuration needed
β’ Easy sharing
β’ Access to GPU/TPU
As of today this is my main dev env!
5/7π§΅
3 - Create a project to apply what you are learning!
When I started I created an application to detect Android action figures
This led me to understand many things like:
β’ Dataset and labeling
β’ Object Detection concepts
β’ Deploying on-device
to name a few
6/7π§΅
When I started I created an application to detect Android action figures
This led me to understand many things like:
β’ Dataset and labeling
β’ Object Detection concepts
β’ Deploying on-device
to name a few
6/7π§΅
In summary, I started my ML journey with:
1 - Machine learning Crash Course
2 - Colab
3- Create a project to apply what I learned
This week I'll keep sharing this content to help you enter the field, follow @gusthema so you don't miss it out
7/7π§΅
1 - Machine learning Crash Course
2 - Colab
3- Create a project to apply what I learned
This week I'll keep sharing this content to help you enter the field, follow @gusthema so you don't miss it out
7/7π§΅
β’ β’ β’
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