AutoML

• Auto-Keras
• Auto-sklearn
• AutoGluon
• AutoWeka
• Model Search
• Neural Network Intelligence (NNI)
• TransmorgrifAI
• Tree-Based Pipeline Optimization

Tools

• Argo Workflows
• JAX
• Kubeflow
• MLflow
• ONNX Runtime
• Seldon Core

Frameworks

• Accord.NET
• Caffee
• Chainer
• Darknet
• MXNet
• PyTorch
• Scikit-learn
• Spark MLlib
• Theano
• Torch
• XGBoost

LLM

• BERT
• DistilBERT
• GPT-2
• GPT-3
• RoBERTa

NLP

• NLKT
• spaCY
• XLM

Stream Processing

• Apache Flink
• Apache Samza
• Apache Storm

Data Processing

• Apache Beam
• Apache Kafka
• Apache Spark

Workflows

• Apache Airflow
• Apache Oozie
• Azkaban
• Luigi

Data Stores

• Activeloop
• Apache Druid
• BlazingSQL
• Cassandra
• ClickHouse
• Milvus
• MinIO
• RocksDB
• Vald
• Vespa
• Weaviate

Data Lakes

• Apache Delta Lake
• Apache Hudi
• Apache Iceberg
• Kylo
• LakeFS

Hadoop Ecosystem

• Apache Hadoop
• Apache Hive
• Apache Impala
• Apache Kudu
• Apache Parquet
• Apache Pig
• PrestoDB

File Systems

• Ceph
• File System Intro
• File Systems 101
• GlusterFS
• Logical Volume Manager
• Lustre
• OpenZFS

Tools

• Conda
• Dateutil
• Emacs Lisp
• List of Tools
• Matplotlib
• Numpy
• Pandas
• Pip Package Manager
• Plotly
• Pyenv
• PySpark
• SciPy
• Scrapy
• TQDM
• urllib
• Vim
• Virtualenv

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