Rob Olsthoorn (@olsthoorn_rob) 's Twitter Profile
Rob Olsthoorn

@olsthoorn_rob

hacker

ID: 58526134

calendar_today20-07-2009 17:04:56

18 Tweet

12 Followers

8 Following

Santiago (@svpino) 's Twitter Profile Photo

A quick, 9-minute introduction to Machine Learning on Day 2 of #MLU. It goes over some terminology, important concepts, and most importantly, it focuses on: ▫️Traditional approach vs Machine Learning ▫️Machine Learning Lifecycle Video: youtube.com/watch?v=mwNtbK…

A quick, 9-minute introduction to Machine Learning on Day 2 of #MLU. 

It goes over some terminology, important concepts, and most importantly, it focuses on:

▫️Traditional approach vs Machine Learning
▫️Machine Learning Lifecycle

Video: youtube.com/watch?v=mwNtbK…
Santiago (@svpino) 's Twitter Profile Photo

There are different categories of Machine Learning problems: ▫️Supervised Learning ▫️Unsupervised Learning ▫️Semi-supervised Learning ▫️Reinforcement Learning This is a quick introduction to each one of them: 🧵👇

There are different categories of Machine Learning problems:

▫️Supervised Learning
▫️Unsupervised Learning
▫️Semi-supervised Learning
▫️Reinforcement Learning

This is a quick introduction to each one of them: 🧵👇
Santiago (@svpino) 's Twitter Profile Photo

This is what a real, production-ready machine learning pipeline looks like (AWS). At a high level: ▫️ Data preparation and validation ▫️ Training ▫️ Automatic and manual model validation ▫️ Deployment There's a lot more to machine learning than creating good models.

This is what a real, production-ready machine learning pipeline looks like (AWS).

At a high level:

▫️ Data preparation and validation
▫️ Training
▫️ Automatic and manual model validation
▫️ Deployment

There's a lot more to machine learning than creating good models.
Santiago (@svpino) 's Twitter Profile Photo

Here are just a subset of available machine learning algorithms. Yeah, there are many of them! And that's a good thing: we can accomplish a lot without reinventing the wheel. (And no, you don't need to remotely know all of these to be good at doing this.)

Here are just a subset of available machine learning algorithms.

Yeah, there are many of them! 

And that's a good thing: we can accomplish a lot without reinventing the wheel.

(And no, you don't need to remotely know all of these to be good at doing this.)
Santiago (@svpino) 's Twitter Profile Photo

A great place to start your machine learning career is by looking at one of its fundamental techniques: ▫️ Linear Regression First, watch an introduction to the topic: youtube.com/watch?v=ZkjP5R…. Then, write some Python 🐍 code: realpython.com/linear-regress… Real Python

A great place to start your machine learning career is by looking at one of its fundamental techniques:

▫️ Linear Regression

First, watch an introduction to the topic: youtube.com/watch?v=ZkjP5R….

Then, write some Python 🐍 code: realpython.com/linear-regress… <a href="/realpython/">Real Python</a>
Santiago (@svpino) 's Twitter Profile Photo

Here is a simple example of a machine learning model. I put it together a long time ago, and it was very helpful! I sliced it apart a thousand times until things started to make sense. It's TensorFlow and Keras. If you are starting out, this may be a good puzzle to solve.

Here is a simple example of a machine learning model.

I put it together a long time ago, and it was very helpful! I sliced it apart a thousand times until things started to make sense.

It's TensorFlow and Keras.

If you are starting out, this may be a good puzzle to solve.
TaskUs (@taskus) 's Twitter Profile Photo

What is human-in-the-loop machine learning? It is a feedback cycle between man and machine to build more powerful and efficient AI systems. It involves three stages: training, tuning, and testing. taskus.com/insights/human…

Christopher S. Penn (@cspenn) 's Twitter Profile Photo

#MAICON21 @IBMWatson Studio is my recommendation for folks who want to work in a mixed low-code, high-code data science and machine learning environment. IBM Data, AI & Automation #IBMChampion

#MAICON21 @IBMWatson Studio is my recommendation for folks who want to work in a mixed low-code, high-code data science and machine learning environment. <a href="/IBMData/">IBM Data, AI & Automation</a>
#IBMChampion
Chloe The Developer (@thedigitalland1) 's Twitter Profile Photo

To enhance AI machine learning, join MLOps: applying DevOps approaches and tools to model development and deployment to industrialize and scale machine learning. @DeloitteInsight bit.ly/3tf9w5f by Antonio Grasso #MachineLearning #MLOps #AI

To enhance AI machine learning, join MLOps: applying DevOps approaches and tools to model development and deployment to industrialize and scale machine learning. @DeloitteInsight bit.ly/3tf9w5f by <a href="/antgrasso/">Antonio Grasso</a> #MachineLearning #MLOps #AI
Oliver Nguyen (@olivernguyen) 's Twitter Profile Photo

Sabrina Smai, Product Manager at Microsoft, explains PyTorch Profiler v1.9, a new release that helps diagnose and fix machine learning performance issues. Cloud Summit (Azure Focused) #CloudSummit #artificialintelligence #ai #machinelearning

Sabrina Smai, Product Manager at Microsoft, explains PyTorch Profiler v1.9, a new release that helps diagnose and fix machine learning performance issues. <a href="/CloudSummitLive/">Cloud Summit (Azure Focused)</a>
#CloudSummit #artificialintelligence #ai #machinelearning
Rob Olsthoorn (@olsthoorn_rob) 's Twitter Profile Photo

Been getting more into fitness lately, honestly feels amazing. Still working on a bigger project in the crypto side of things.