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Databricks to Local LLMs
Coursera
Course
Unknown

Databricks to Local LLMs

Duke University

Master Databricks for data engineering and analytics tasks, and learn to run local large language models such as Mixtral using Hugging Face tools.

Unknown4 weeksEnglish

About this Course

By the end of this course, a learner will master Databricks to perform data engineering and data analytics tasks for data science workflows. Additionally, a student will learn to master running local large language models like Mixtral via Hugging Face Candle and Mozilla llamafile.

What You'll Learn

  • Use Databricks for data engineering and ML workloads
  • Create and design machine learning pipelines
  • Run local large language models such as Llamafile and Mixtral

Instructors

N

Noah Gift

Interdisciplinary Data Science (MIDS)

A

Alfredo Deza

D

Derek Wales

Duke Master in Interdisciplinary Data Science (MIDS)

Topics

Data Science
Extract, Transform, Load
Data Pipelines
Analytics
Data Processing
Data Transformation
Hugging Face
Machine Learning
Model Deployment
Data Analysis

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

علوم البيانات
استخراج البيانات وتحويلها وتحميلها
خطوط تدفق البيانات
التحليلات
معالجة البيانات
تحويل البيانات
Hugging Face
تعلم الآلة
Model Deployment
Data Analysis

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