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Ponnambalam, Kumaran

Applied AI for IT Operations

IT operations is one of the key business functions for modern enterprises. As data centers become la ...

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Ponnambalam, Kumaran

Applied AI for Human Resources

A global economy and remote workforce have made it difficult for HR departments to track employee sa ...

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Ponnambalam, Kumaran

Stream Processing Design Patterns with Kafka Streams

Stream processing is rapidly growing in popularity, as more and more data is generated every day by  ...

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Ponnambalam, Kumaran

Stream Processing Design Patterns with Spark

Stream processing is becoming more popular as more and more data is generated by websites, devices,  ...

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Ponnambalam, Kumaran

Stream Processing Patterns in Apache Flink

Frameworks such as Apache Flink can help you build fast, scalable stream processing applications, bu ...

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Ponnambalam, Kumaran

Apache Kafka Essential Training: Getting Started

One of the key components of a big data processing pipeline is a scalable and distributed message qu ...

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Ponnambalam, Kumaran

Apache Kafka Essential Training: Building Scalable Applications

Scalable and distributed message queuing plays an important role in building real time big data pipe ...

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Ponnambalam, Kumaran

Big Data Analytics with Hadoop and Apache Spark

Apache Hadoop was a pioneer in the world of big data technologies, and it continues to be a leader i ...

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Ponnambalam, Kumaran

Apache Flink: Real-Time Data Engineering

From an engineering perspective, scalability is one of the most pressing challenges in data science. ...

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Ponnambalam, Kumaran

Business Analytics Foundations: Predictive, Prescriptive, and Experimental Analytics

Business analytics encompasses a set of tools, technologies, processes, and best practices that are  ...

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Ponnambalam, Kumaran

Business Analytics Foundations: Descriptive, Exploratory, and Explanatory Analytics

Business analytics allows us to learn from the past and make better predictions for the future. Ther ...

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Ponnambalam, Kumaran

Data Science Foundations: Choosing the Right Database

Over the past few years, the database world has seen a plethora of new database types appear: docume ...

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Ponnambalam, Kumaran

MySQL for Advanced Analytics: Tips, Tricks, & Techniques

MySQL is an excellent database for advanced analytics, but few analysts use it that way because they ...

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Ponnambalam, Kumaran

Architecting Big Data Applications: Real-Time Application Engineering

Real-time systems have guaranteed response times that can be sub-seconds from the trigger. Meaning t ...

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Ponnambalam, Kumaran

Architecting Big Data Applications: Batch Mode Application Engineering

Batch mode consolidates data-related operations in order to reduce the load on networks. Batch mode  ...

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Ponnambalam, Kumaran

Apache Spark Essential Training: Big Data Engineering

In order to construct data pipelines and networks that stream, process, and store data, data enginee ...

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Ponnambalam, Kumaran

Data Science on Google Cloud Platform: Architecting Solutions

Data science is an application area that''s exponentially growing, consuming huge amounts of data an ...

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Ponnambalam, Kumaran

Data Science on Google Cloud Platform: Designing Data Warehouses

Cloud computing brings unlimited scalability and elasticity to data science applications. Expertise  ...

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Ponnambalam, Kumaran

Data Science on Google Cloud Platform: Exploratory Data Analytics

Cloud computing brings unlimited scalability and elasticity to data science applications. Expertise  ...

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Ponnambalam, Kumaran

Data Science on Google Cloud Platform: Predictive Analytics

Predictive analytics use historic data to look forward, enabling organizations to make better decisi ...

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