Search result for Data pipeline design Online Courses & Certifications
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Data Wrangling with MongoDB
by Gundega Dekena , Shannon Bradshaw- 0.0
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Approx. 2 months
This course concludes with a final project where students incorporate what they have learned to address a real-world data analysis problem. Data Scientists spend most of their time cleaning data. In this course, you will learn to convert and manipulate messy data to extract what you need....
Free
Automating Data Exploration with R
by Manuel Amunategui- 4.4
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4 hours on-demand video
Build the tools needed to quickly turn data into model-ready data sets As data scientists and analysts we face constant repetitive task when approaching new data sets. It is also a great learning strategy to think in terms of a processing pipeline and to understand, design and build each stage as separate and independent units....
$24.99
AI Workflow: Business Priorities and Data Ingestion
by Mark J Grover , Ray Lopez, Ph.D.- 4.3
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Approx. 8 hours to complete
Finally you will start your work for the hypothetical media company by understanding the data they have, and by building a data ingestion pipeline using Python and Jupyter notebooks. Know the advantages of carrying out data science using a structured process Data Science Workflow Combined with Design Thinking AI Workflow: Sparse Matrices for Data Pipeline Development...
Big Data and Hadoop for Beginners - with Hands-on!
by Andalib Ansari- 3.7
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3 hours on-demand video
Use Cases: Real-life applications of Hadoop is really important to better understand Hadoop and its components, hence we will be learning by designing a sample Data Pipeline in Hadoop to process big data. Learn Design and Optimization Techniques by designing Data Models, Data Pipelines by using real-life applications' data sets. Design your own data pipeline using Pig and Hive...
$15.99
Introduction to TensorFlow
by Google Cloud Training- 4.4
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Approx. 19 hours to complete
Design and Build a TensorFlow Input Data Pipeline Getting the data ready for model training Lab Intro Load CSV and Numpy Data Lab Intro Loading Image Data data API Lab Intro Manipulating data with Tensorflow Dataset API Optional Lab Intro Feature Analysis Using TensorFlow Data Validation and Facets Design and Build Input Data Pipeline x input data pipeline...
AI Workflow: Enterprise Model Deployment
by Mark J Grover , Ray Lopez, Ph.D.- 4.2
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Approx. 9 hours to complete
This course introduces you to an area that few data scientists are able to experience: Deploying models for use in large enterprises. Use Apache Spark's RDDs, dataframes, and a pipeline Build a data ingestion pipeline using Apache Spark and Apache Spark streaming Introduction to Data at Scale Data at scale: Through the Eyes of Our Working Example...
AI-100 & DP 100 practice Test: Real Exam Questions
by EXAM SUCCESS- 0.0
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Design solutions (30-35%) Design data governance May include but is not limited to: Define and develop AI pipeline stages, manage the flow of data through solution components, implement data logging processes, define and construct interfaces for custom AI services, integrate AI models with other solution components, design solution endpoints, develop streaming solutions...
$12.99
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Serverless Microservices on AWS in 10 Hours
by Packt Publishing- 3.5
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10 hours on-demand video
Design a highly available and cost-efficient microservices application using AWS. The first course, Building a Scalable Serverless Microservice REST Data API, covers practical solutions to building Serverless applications. We have selected a data API use case that could reduce costs and give you more flexibility in how you and your clients consume or present your application, metrics and insight data....
$11.99
Preparing for the Google Cloud Professional Data Engineer Exam
by Google Cloud Training- 4.6
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Approx. 9 hours to complete
Understanding the Professional Data Engineer Certification Understanding the Professional Data Engineer certification Designing Data Processing Systems Designing flexible data representations Design data pipelines Design data processing infrastructure Designing Data Processing Systems: Exam Guide Review Building and Operationalizing Data Processing Systems Building data processing systems Building and Operationalizing Data Processing Systems: Exam Guide Review...
Information Visualization: Foundations
by Enrico Bertini , Cristian Felix- 4.5
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Approx. 12 hours to complete
The main goal of this specialization is to provide the knowledge and practical skills necessary to develop a strong foundation on information visualization and to design and develop advanced applications for visual data analysis. The InfoVis pipeline (Diagram of Data Visualization Process) Key Concept: Computer Based Graphical Representations and Visualizing Abstract Data...
