Search result for Data storage and retrieval Online Courses & Certifications
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Distributed Computing with Spark SQL
by Brooke Wenig , Conor Murphy- 4.5
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Approx. 14 hours to complete
The third module focuses on Engineering Data Pipelines including connecting to databases, schemas and data types, file formats, and writing reliable data. The final module covers data lakes, data warehouses, and lakehouses. Students build production grade data pipelines by combining Spark with the open-source project Delta Lake. Data Lakes, Warehouses and Lakehouses Continuing with Spark and Data Science...
Achieving Advanced Insights with BigQuery
by Google Cloud Training- 4.7
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Approx. 10 hours to complete
Lastly we will dive into optimizing your queries for performance and how you can secure your data through authorized views. Advanced Functions - Statistical and Approximations Schema Design and Nested Data Structures Advanced Data Studio: Case Statements and Filters Sharing Dashboards and Data Access Pitfalls Data Access Roles, Creating Authorized Views, and Common Pitfalls...
Basic Data Processing and Visualization
by Julian McAuley , Ilkay Altintas- 4.3
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Approx. 11 hours to complete
This is the first course in the four-course specialization Python Data Products for Predictive Analytics, introducing the basics of reading and manipulating datasets in Python. In this course, you will learn what a data product is and go through several Python libraries to perform data retrieval, processing, and visualization. Python: Reading Data and Simple Statistics...
Machine Learning: Clustering & Retrieval
by Emily Fox , Carlos Guestrin- 4.6
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Approx. 17 hours to complete
A reader is interested in a specific news article and you want to find similar articles to recommend. -Create a document retrieval system using k-nearest neighbors. Welcome and introduction to clustering and retrieval tasks Clustering text data with Gaussian mixtures Clustering text data with Gaussian mixtures Modeling text data with a hierarchy of clusters...
Scalable Machine Learning on Big Data using Apache Spark
by Romeo Kienzler- 3.8
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Approx. 7 hours to complete
Most real world machine learning work involves very large data sets that go beyond the CPU, memory and storage limitations of a single computer. Apache Spark is an open source framework that leverages cluster computing and distributed storage to process extremely large data sets in an efficient and cost effective manner....
Advanced Data Structures
by Aspen Olmsted- 0.0
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9 Weeks
This is the 4th course in the intermediate, undergraduate-level offering that makes up the larger Programming and Data Structures MicroBachelors program. Students learn how to utilize and program these data structures through the lectures and the labs. Utilize binary search trees and balanced trees to implement fast retrieval of data from a collection of data stored in memory....
$332
Machine Learning Foundations: A Case Study Approach
by Emily Fox , Carlos Guestrin- 4.6
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Approx. 18 hours to complete
Do you have data and wonder what it can tell you? Splitting the data into training and test sets Document retrieval: A case study in clustering and measuring similarity What is the document retrieval task? Clustering and similarity ML block diagram Loading & exploring Wikipedia data Loading and exploring song data...
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AWS Fundamentals: Migrating to the Cloud
by Seph Robinson , Sean Rinn- 4.6
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Approx. 9 hours to complete
Migration Preparation and Business Planning (Phase 1) Portfolio Discovery and Planning (Phase 2) Design, Migration and Application Validation (Phase 3 & 4) Lab (not a lab) Intro and Rehost VM Import and VM on AWS (Server Migration Service) Multi-environment Security and Communications Data Considerations When Migrating AWS Storage Gateway and AWS DataSync...
Cloud Computing Basics (Cloud 101)
by Jim Sullivan- 4.5
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Approx. 9 hours to complete
Over the next few weeks, we will discuss the basics of Cloud computing: what it is, what it supports, and how it is delivered. We will delve into storage services, Cloud economics, levels of managed infrastructure, and Azure services. Scalable Compute and Storage Services Azure Services and APIs Scalable Cloud Computing and Storage Services...
Capstone: Retrieving, Processing, and Visualizing Data with Python
by Charles Russell Severance- 4.7
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Approx. 9 hours to complete
In the capstone, students will build a series of applications to retrieve, process and visualize data using Python. In the first part of the capstone, students will do some visualizations to become familiar with the technologies in use and then will pursue their own project to visualize some other data that they have or can find....
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