Search result for Data pipelines Online Courses & Certifications
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Data Engineer
by Amanda Moran , Ben Goldberg , Sameh El-Ansary , Olli Iivonen , David Drummond , Judit Lantos , Juno Lee- 0.0
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5 Months
The data engineering field is expected to continue growing rapidly over the next several years, and there’s huge demand for data engineers across industries. Udacity has collaborated with industry professionals to offer a world-class learning experience so you can advance your data engineering career. This program is designed to prepare people to become data engineers....
Data Scientist
by Josh Bernhard , Juno Lee , Luis Serrano , Andrew Paster , Mike Yi , David Drummond , Judit Lantos- 0.0
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4 Months
The data science field is expected to continue growing rapidly over the next several years, and there’s huge demand for data scientists across industries. Data scientist is consistently rated as a top career. Data Scientists work as Analysts, Statisticians, Engineers, and more. Some become Data and Analytics Managers, while others specialize as Database Administrators....
Building Batch Data Pipelines on GCP
by Google Cloud Training- 4.5
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Approx. 13 hours to complete
Data pipelines typically fall under one of the Extra-Load, Extract-Load-Transform or Extract-Transform-Load paradigms. Learners will get hands-on experience building data pipeline components on Google Cloud Platform using Qwiklabs. Introduction to Batch Data Pipelines ETL to solve data quality issues Manage Data Pipelines with Cloud Data Fusion and Cloud Composer Components of Data Fusion Exploring Data using Wrangler...
ML Pipelines on Google Cloud
by Google Cloud Training- 3.7
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Approx. 11 hours to complete
In this course, you will be learning from ML Engineers and Trainers who work with the state-of-the-art development of ML pipelines here at Google Cloud. Welcome to ML Pipelines on Google Cloud Introduction to TFX Pipelines TFX standard data components Custom components and CI/CD for TFX pipelines Continuous Training Pipelines using Cloud Composer : Data...
Azure Data Factory For Data Engineers - Project on Covid19
by Ramesh Retnasamy- 4.7
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9.5 hours on-demand video
The course follows a logical progression of real world project implementation with technical concepts being explained and the data pipelines in Azure Data Factory (ADF) being built at the same time. Branching and Chaining activities in Azure Data Factory (ADF) Pipelines using control flow activities such as Get Metadata. Debugging the data pipelines and resolving issues....
$14.99
Building Resilient Streaming Analytics Systems on GCP
by Google Cloud Training- 4.6
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Approx. 12 hours to complete
Processing streaming data is becoming increasingly popular as streaming enables businesses to get real-time metrics on business operations. This course covers how to build streaming data pipelines on Google Cloud Platform. Lab Intro: Streaming Data Pipelines Lab Solution: Streaming Data Pipelines Lab Intro: Streaming Data Pipelines into Bigtable Lab Solution: Streaming Data Pipelines into Bigtable...
Machine Learning experiments and engineering with DVC
by Mikhail Rozhkov- 4.4
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5 hours on-demand video
Automate machine learning experiments, pipelines and model deployment (CI/CD, MLOps) with Data Version Control (DVC) Online video course to teach basics for Machine Learning experiment management, pipelines automation and CI/CD to deliver ML solution into production. Use DVC for data and artifacts version control Setup CI/CD pipelines with GitLab / GitHub and DVC...
$12.99
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Big Data Integration and Processing
by Ilkay Altintas , Amarnath Gupta- 4.4
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Approx. 18 hours to complete
*Retrieve data from example database and big data management systems Welcome to Big Data Integration and Processing Big Data Processing Pipelines Some High-Level Processing Operations in Big Data Pipelines Aggregation Operations in Big Data Pipelines Typical Analytical Operations in Big Data Pipelines Big Data Processing Pipelines Slides Exporting Data from MongoDB to a CSV File...
Data Pipelines with TensorFlow Data Services
by Laurence Moroney- 4.3
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Approx. 11 hours to complete
This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. - Optimize data pipelines that become a bottleneck in the training process Data Pipelines with TensorFlow Data Services Data Pipelines Use different modules and functions of the TFDS API to prepare your data for training pipelines...
Distributed Machine Learning with Apache Spark
by Ameet Talwalkar , Jon Bates- 0.0
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4 Weeks
Learn the underlying principles required to develop scalable machine learning pipelines and gain hands-on experience using Apache Spark. The underlying statistical and algorithmic principles required to develop scalable real-world machine learning pipelines Exploratory data analysis, feature extraction, supervised learning, and model evaluation...
$99
