Search result for Introduction to Big Data Online Courses & Certifications
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Network Analysis in Systems Biology
by Avi Ma’ayan, PhD- 4.5
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Approx. 30 hours to complete
An introduction to data integration and statistical methods used in contemporary Systems Biology, Bioinformatics and Systems Pharmacology research. The course covers methods to process raw data from genome-wide mRNA expression studies (microarrays and RNA-seq) including data normalization, differential expression, clustering, enrichment analysis and network construction. Big Data in Biology and Data Integration...
Network Security & Database Vulnerabilities
by IBM Security Learning Services- 4.6
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Approx. 14 hours to complete
This course gives you the background needed to understand basic network security. Welcome to Introduction to TCP/IP Framework An Introduction to Local Area Networks Introduction to Basic Network Routing Introduction to the TCP/IP Protocol Framework Introduction to the IPv6 Address Schema Introduction to Databases Welcome to Introduction to Databases Introduction to Databases Introduction to Injection Flaws...
Launching into Machine Learning
by Google Cloud Training- 4.6
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Approx. 22 hours to complete
Starting from a history of machine learning, we discuss why neural networks today perform so well in a variety of data science problems. We then discuss how to set up a supervised learning problem and find a good solution using gradient descent. Introduction to Course Lab Intro: Introduction to Linear Regression Lab Intro: Introduction to Logistic Regression...
Essential Epidemiologic Tools for Public Health Practice
by Aruna Chandran, MD, MPH- 4.7
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Approx. 4 hours to complete
Introduction to Course Introduction to Role of Epidemiology in Public Health Introduction to Numeric Estimates in Epidemiology Depiction of Epidemiologic Data Introduction to Depiction of Epidemiologic Data Introduction to Basic Mapping of Epidemiologic Data Introduction to Geographic Information Systems (GIS) Use data visualization as an epidemiological tool to describe risk factors...
HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Clinical Perspective)
by Rita Kukafka- 4.6
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Approx. 42 hours to complete
Introduction to Clinical Perspective Course Introduction to the Course Structure Introduction to Value-Based Care Introduction to Care Management Introduction to Value-Based Care Introduction to Mobile Health Technologies Introduction to Telehealth Introduction to Patient Engagement and Participation Introduction to Healthcare Data Analytics: Overview Introduction to Healthcare Data Analytics: Understanding the Data Introduction to Health Care Analytics...
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. Introduction to Information Visualization Introduction to the Specialization Introduction to the Course The InfoVis pipeline (Diagram of Data Visualization Process) Data Abstraction to Visualization...
Production Machine Learning Systems
by Google Cloud Training- 4.6
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Approx. 8 hours to complete
Welcome to the course The Components of an ML System: Data Transformation + Trainer Lab Intro: Structured data prediction using AI Platform Ingesting data for Cloud-based analytics and ML Introduction Data On-Premise Data on Other Clouds Demo: Load data into BigQuery Ingesting data for Cloud-based analytics and ML Adapting to Data Exercise: Adapting to Data...
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AI Workflow: Feature Engineering and Bias Detection
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
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Approx. 12 hours to complete
Use topic modeling and visualization to explore text data This course targets existing data science practitioners that have expertise building machine learning models, who want to deepen their skills on building and deploying AI in large enterprises. Introduction to Class Imbalance Introduction to Dimensionality Reduction Introduction to Outliers Introduction to Unsupervised learning...
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. Introduction to Processing Streaming Data Processing Streaming Data Introduction to Processing Streaming Data Introduction to Cloud Pub/Sub Lab Intro: Publish Streaming Data into Pub/Sub...
Big Data Essentials: HDFS, MapReduce and Spark RDD
by Ivan Puzyrevskiy , Emeli Dral , Evgeniy Riabenko , Alexey A. Dral , Pavel Mezentsev- 4
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Approx. 41 hours to complete
Always wanted to learn these new tools but missed concise starting material? - learn some basic technologies of the modern Big Data landscape, namely: HDFS, MapReduce and Spark; - grasp the MapReduce framework, a workhorse for many modern Big Data applications; Big Data and Distributed File Systems Introduction to Apache Spark Introduction to Apache Spark (practice week)...
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