pyspark_nlp_workshop
SynapseML
pyspark_nlp_workshop | SynapseML | |
---|---|---|
2 | 18 | |
12 | 4,973 | |
- | 0.3% | |
3.9 | 9.0 | |
about 1 year ago | 8 days ago | |
Jupyter Notebook | Scala | |
- | MIT License |
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pyspark_nlp_workshop
- PySpark for NLP workshop – Jupyter notebooks and instructions
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PySpark for NLP Workshop - Materials and Jupyter Notebooks
For anyone interested, I've made the Jupyter notebooks from the workshop available, complete with instructions to get them up and running on Databricks. You can find them here: https://github.com/analyticalmonk/pyspark_nlp_workshop.
SynapseML
- FLaNK Stack Weekly for 12 September 2023
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Microsoft announces new tool for applying ChatGPT and GPT-4 at massive scales
Release Notes: https://github.com/microsoft/SynapseML/releases/tag/v0.11.0
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Data science in Scala
b) There are libraries around e.g. Microsoft SynapseML, LinkedIn Photon ML
- [N] Microsoft Announces New Integrations with OpenAI and MLFlow
- [N] Microsoft Releases new Integrations with OpenAI and MLflow as part of SynapseML
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[P] Microsoft releases SynapseML v0.9.5 with support for speech synthesis, anomaly detection, and geospatial analytics on large-scale data
Link to Release Notes: https://github.com/microsoft/SynapseML/releases/tag/v0.9.5
- Microsoft releases SynapseML v0.9.5 for distributed geospatial analytics, speech synthesis, and anomaly detection in PySpark.
- [P] SynapseML v0.9.5 announces support for geospatial analytics, speech synthesis, and anomaly detection on large-scale datasets
- Microsoft releases SynapseML v0.9.5 with support for speech synthesis, anomaly detection, and geospatial analytics on Apache Spark
What are some alternatives?
workshop-introduction-to-machine-learning - Come ready to discover the goals and approaches of machine learning, and how to build effective algorithms and solutions!
mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
ESG-AI-investment-by-streamlit - ESG-investment AI
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
synapse-azure-data-explorer-101 - Getting started with Azure Synapse and Azure Data Explorer
Tensorflow_scala - TensorFlow API for the Scala Programming Language
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
Breeze - Breeze is a numerical processing library for Scala.
azure-kusto-spark - Apache Spark Connector for Azure Kusto
cobrix - A COBOL parser and Mainframe/EBCDIC data source for Apache Spark
Smile - Statistical Machine Intelligence & Learning Engine
spark-excel - A Spark plugin for reading and writing Excel files