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Data Science Ipython Notebooks
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25,668
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Aws Sdk Pandas
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3,779
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
Artificial Intelligence Deep Learning Machine Learning Tutorials
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3,436
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Lambda Packs
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1,100
Precompiled packages for AWS Lambda
Machine_learning_and_deep_learning
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492
Pyathena
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440
PyAthena is a Python DB API 2.0 (PEP 249) client for Amazon Athena.
Functional_intro_to_python
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239
[tutorial]A functional, Data Science focused introduction to Python
Books
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106
Books related to AI/ML/DL/GENAI
Locopy
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99
locopy: Loading/Unloading to Redshift and Snowflake using Python.
Aws Lambda Pandas Sample
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46
Required packages for using pandas in AWS Lambda functions
Dojo
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45
This is a repository for immersive learning, meditation or software development.
Opteryx
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37
🦖 A SQL-on-everything Query Engine you can execute over multiple databases and file formats. Query your data, where it lives.
Sageworks
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36
SageWorks: An easy to use Python API for creating and deploying SageMaker Models
Yaetos
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32
Write data & AI pipelines in (SQL, Spark, Pandas) and deploy to the cloud, simplified
Aws Glue Docker
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22
🐋 Docker image for AWS Glue Spark/Python
Ml_api_covid
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21
This is the API Code for my tutorial article. It paints a picture for developing a machine learning Python API from start to finish and provides help in more difficult areas like the setup with AWS Lambda.
Spot_price_machine_learning
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20
Machine Learning for Spot Prices
Red Panda
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18
Easily interact with cloud (AWS) in your Data Science workflow.
Dynamo Pandas
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17
Make working with pandas data and AWS DynamoDB easy
Lambda Chainer
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16
AWS Lambda function with Pandas, Sklearn, Scipy, Numpy and Chainer
Omigo Data Analytics
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13
Data Analytics Library for Python
Pai Aws
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11
Data Engineering: Chapter 5 aws chapter for pragmatic ai. Creates an "real world" Data Engineering API using Flask,Click, Pandas and Swagger docs
Portfolio
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7
📄 snoop2head's portfolio
Rsdf
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7
Some functions to help Pandas DataFrames communicate with Redshift
Lambdasheets
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5
Google Sheets + pandas + AWS Lambda
Fop Check
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5
Check if your company are in the list for tax inspection (🇺🇦 Ukraine only)
Py4econ
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5
Python examples, data structures, AWS, etc.
S3 Bigquery Conga
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5
Piping AWS EC2/S3 files into BigQuery using Lambda and python-pandas
Pandasglue
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5
Productivity for your Data Lake
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