Index
Symbols
- 538 regression, The Role of Predictions
- {% %} tags, Rendering HTML5 with Jinja2
- {{ }}tags, Rendering HTML5 with Jinja2
A
- actions, Climb up and down the data-value pyramid
- ADS tools
- collecting data, Collecting Data
- data processing flow, Agile Data Science Data Processing-Agile Data Science Data Processing
- data processing with Spark, Data Processing with Spark-Processing data with Spark
- distributed streams with Kafka, Distributed Streams with Apache Kafka-Kafka in Python with kafka-python
- EC2 environment setup, EC2 Environment Setup-Downloading the Data
- getting and running code examples, Getting and Running the Code
- lightweight web applications, Lightweight Web Applications-Displaying executives in Flask
- local environment setup, Local Environment Setup-Downloading the Data
- machine learning with scikit-learn, Machine Learning with scikit-learn and Spark MLlib, Building a Regression with scikit-learn
- machine learning with Spark MLlib, Machine Learning with scikit-learn and Spark MLlib
- presenting data, Presenting Our Data-Visualizing data with D3.js
- processing streams with PySpark, Processing Streams with PySpark Streaming-Processing Streams with PySpark Streaming
- publishing data with MongoDB, Publishing Data with MongoDB-Pushing data to MongoDB from PySpark
- Python considerations, Python 3-Jupyter notebooks
- scalability considerations, Scalability = Simplicity
- scheduling with Apache Airflow, Scheduling with Apache Airflow (Incubating)-The power of Airflow
- searching data with Elasticsearch, Searching ...
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