A short and concise explanation about the VScode's Dev Containers extension 👇🏼

https://www.youtube.com/watch?v=b1RavPr_878

The Dev Containers extension enables to run code in VScode inside a containerized environment seamlessly.

#vscode #docker #devops #mlops #DataScience

Over the weekend, I continued working on my new tutorial for setting up a dockerized 🐳 R development environment on VScode 💻.

➡️ https://github.com/RamiKrispin/vscode-r

Completed:
✅ R settings
✅ Motivation/intro
✅ Scope
✅ Prerequisites/Requirements

⚠️WIP 🚧:
➡️ Getting Started with Docker
➡️ Docker with R - the Hard Way
➡️ Setting R Environment with Docker

#rstats #docker #vscode #datascience

HIRING: Earthquake Forecasting Post-doc in ML at the USGS / Remote, US 👉 https://ai-jobs.net/J67968/ #AI #MachineLearning #DataJobs #opensalaries #MLjobs #bigdata #DataScience #AIjobs #techjobs #hiringnow #job #remotework #USGS #postdoc #geophysics #seismology #statistics #PhD #remotejobs

[Hiring] Senior-level ML Lead - Anywhere / Full Time - $175K - $250K USD on RemoteAi

Apply Now => https://remoteai.io/jobs/ML-Lead/97

More Jobs => https://remoteai.io

#ml #ai #hiring #DataScience

[Hiring] Data Scientist, Growth Full Time - $144,5k - $170k USD on RemoteAi

Apply Now => https://remoteai.io/jobs/Data-Scientist-Growth/96

More Jobs => https://remoteai.io

#RemoteWork #ai #JobSearch #DataScience

HIRING: Distinguished Staff Fellowship Program / Oak Ridge, TN 👉 https://ai-jobs.net/J67499/ #AI #MachineLearning #DataJobs #Fellowships #DOE #bigdata #DataScience #AIjobs #techjobs #hiringnow #job #jobposting #ORNL #sciencejobs #exascale #researchjobs #OakRidge #PhD #STEM

#labordaysale @ManningPublications : eBooks 19.99 and up, pBooks $29.99 and up, All liveProjects and liveVideos $19.99. #learndatascience #learnprogramming https://www.manning.com/books/fighting-churn-with-data?a_aid=fight-churn&a_bid=61baa361 #pythonprogramming #sql #machinelearning #datascience #churn

Dedicate the long weekend to work on a tutorial I wanted to do a long time ago - setting an R development environment with VScode and Docker ❤️.

Will use this repo for the tutorial (WIP) 👇🏼
https://github.com/RamiKrispin/vscode-r

#rstats #docker #vscode #DataScience

(1/2) Julia Bootcamp 🚀🚀🚀

While googling about Bayesian statistics, I found this awesome resource - Julia for Economists Bootcamp by Cameron Pfiffer. The course was recorded as part of Julia's sessions at Stanford's GSB. The course covers the following topics:
✅ Julia basics
✅ Parallelization
✅ Optimization and Automatic Differentiation
✅ High-performance Julia
✅ Computational Bayesian statistics

#julialang #bayesian #statistics #datascience

Introduction to D3 course ❤️

If you are looking for a resource for learning #d3 check the upcoming crash course Introduction to D3 by Paul Buffa. D3 is one of the leading frameworks for interactive data visualization on the web. This five-part course focuses on:

✅ D3 & Web-Based Data Visualization
✅ Scatterplots
✅ Lines charts and Bar charts
✅ General Update Pattern
✅ Thinking in D3

More details are available here 👇🏼
https://observablehq.com/@observablehq/introduction-to-d3-course

#dataviz #datavisualization #DataScience #JavaScript

I am excited to present in November at the Oredev Developer Conference in Sweden about forecasting and MLOps 🚀. In addition, I will run a workshop about forecasting methods with regression models ❤️.

https://oredev.org/

Please ping me if you are going to be there!

#DataScience #mlops #forecasting #oredev

🔥 Uncover Insights with Correlation Heatmaps in R! 🔍

Curious about exploring relationships within your data? 📊 Correlation heatmaps are the key! 🗝️ These vibrant visualizations use color intensity to showcase the strength of connections between variables, making complex insights a breeze to grasp. Let's dive into this exciting world using R!

#DataScience #RProgramming #VisualizeData #correlation

Blog Post: https://www.spsanderson.com/steveondata/posts/2023-08-30/

My #churn #datascience and #machinelearning #simulation paper was rejected from the journal Simulation Modelling Practice and Theory. 🙁 The editor said: "While your results are of potential interest, currently we have no area editors available to handle the specific topic of your manuscript." I guess thats sort of a friendly brush off? ¯\_(ツ)_/¯ Do you have any suggestions for other journals I could submit it to? Please let me know! https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4540160

(1/2) Python for Data Science is a new book by Arthur Turrell that focuses on core data science applications with Python 🚀. The book is inspired by the R for Data Science book by Hadley Wickham and Garrett Grolemund and follows a similar structure. The book covers topics such as:
✅ Data wrangling and transformation
✅ Data visualization
✅ Working with spreadsheets, databases, web scraping and APIs
✅ Programming topics such as functions and iteration

#python #DataScience #dataviz #data

SQL full course 👇🏼

FreeCodeCamp released a new SQL course. While the course was built for web developers, it focuses on general SQL topics and is good for beginners. It includes topics such as:
✅ Tables
✅ Querying
✅ Structuring
✅ Aggregation
✅ Normalization
✅ Joins
✅ Optimization and performance

https://www.youtube.com/watch?v=KBDSJU3cGkc

#sql #data #DataScience #dataengineering

(1/2) I always enjoy seeing my LinkedIn friends publishing books, particularly on MLOps topics ❤️.

Enjoy reading Yuan Tang's Distributed Machine Learning Patterns. As its name implies, the book focuses on machine learning at scale using tools such as #Tensorflow , #Kubernetes , #argo , #python , etc.

#DataScience #MachineLearning #deeplearning

Automatic Generation of Visualizations and Infographics with LLMs 🚀🚀🚀

Microsoft released this cool application for creating data visualization with a language model - LIDA. The tool enables the creation of data visualization with the use of prompts. Demo available here 👇

https://vimeo.com/820968433

➡ Installation:
pip install lida

Resources 📚
Documenation: https://microsoft.github.io/lida/
Code: https://github.com/microsoft/lida

#llm #datascience #dataviz #datavisualization

HIRING: Founding Machine Learning Engineer / New York City or Toronto 👉 https://ai-jobs.net/J65332/ #AI #MachineLearning #DataJobs #Jobsearch #MLjobs #bigdata #DataScience #AIjobs #techjobs #RemoteWork #job #NYCjobs #Python #PyTorch #NLPjobs #gpt #Transformer #startup #startupjobs #NewYork #Toronto

(1/3) Meta released Code Llama 🚀 today - an LLM for code generation. It is built on top of Llama 2, and it includes the following functionality:
✅ Code generation based on user prompts
✅ Code completion
✅ Code debugging
✅ Supporting languages such as Python, C++, Java, PHP, Typescripts (JS), C#, and Bash

#DataScience #Python #llm #llama #nlp #deeplearning #MachineLearning

Wondering whats happening the #datascience and #machinelearning #jobmarket? How about, my teamn is #hiring. Know anyone who might be interested? We have openings for #datascientists and #machinelearningengineers based anywhere in then western hemisphere. https://boards.greenhouse.io/offerfit/jobs/4301725005