Packt
Kafka Streams Introduction
This video provides an introduction to the Kafka Streams client library. This clip is from the chapter "Kafka Extended APIs for Developers" of the series "Apache Kafka Series - Learn Apache Kafka for Beginners".In this section, you will...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Spark Architecture and Ecosystem
Learn and explore the Spark architecture and ecosystem in this lesson. This clip is from the chapter "Introduction to Hadoop, Spark Ecosystems and Architectures" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Average Age of Male and Female Students
Let's work on the final step of the mini project, which is to show the average age of male and female students. This clip is from the chapter "Spark RDDs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section...
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PySpark and AWS: Master Big Data with PySpark and AWS - Hadoop Ecosystem
In this video, we will discuss the Hadoop ecosystem in detail. This clip is from the chapter "Introduction to Hadoop, Spark Ecosystems and Architectures" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section...
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PySpark and AWS: Master Big Data with PySpark and AWS - Train and Test Data
In this lesson, we will create a train and test data. This clip is from the chapter "Collaborative Filtering" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section primarily focuses on collaborative filtering...
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PySpark and AWS: Master Big Data with PySpark and AWS - Total Marks by Male and Female Student
In this session, we will work on the second step of the mini project, which is to show the total marks achieved by female and male students. This clip is from the chapter "Spark RDDs" of the series "PySpark and AWS: Master Big Data with...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Joining Dataframes
In this lesson, we will join the ratings DataFrame and movies DataFrame together. This clip is from the chapter "Collaborative Filtering" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section primarily...
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Elasticsearch 7 and Elastic Stack - In Depth and Hands On! - Aggregations, Buckets, and Metrics
This video focuses on the concepts of aggregation, buckets, and metrics. This clip is from the chapter "Using Aggregation" of the series "Elasticsearch 7 and Elastic Stack - In Depth and Hands On".This section explains the function of...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Total Passed and Failed Students
In this lesson, we will discuss the solution for the third step, which is to show the total number of students that have passed and failed. 50 and above marks are required to pass the course. This clip is from the chapter "Spark RDDs" of...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Recommendations
In this session, we will go to the different recommendations inferred so far. This clip is from the chapter "Collaborative Filtering" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section primarily focuses on...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Project (Group By)
Let's continue our project work period we will go ahead and print the total number of employees in each department. This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This...
Curated Video
Elasticsearch 7 and Elastic Stack - In Depth and Hands On! - Wrapping Up
This video presents a summary of the entire course. This clip is from the chapter "You Made It!" of the series "Elasticsearch 7 and Elastic Stack - In Depth and Hands On".This section wraps up the course.
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Explicit and Implicit Ratings
In this video, we will discuss about explicit and implicit ratings. This clip is from the chapter "Collaborative Filtering" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section primarily focuses on...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Creating Glue Job
In this session, we will create the glue job. This clip is from the chapter "Project - Change Data Capture / Replication Ongoing" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section covers project work on...
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PySpark and AWS: Master Big Data with PySpark and AWS - Best Model and Evaluate Predictions
In this session, we will find out the best model and evaluate the predictions. This clip is from the chapter "Collaborative Filtering" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section primarily focuses...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Adding Invoke for Glue Job
In the session, we will invoke glue PySpark job from the Lambda function. This clip is from the chapter "Project - Change Data Capture / Replication Ongoing" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Spark DF with Column
In this session, we will see how we can manipulate the column values. This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on Spark DataFrames in depth.
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Why Big Data
This video provided you with an overview of the course. This clip is from the chapter "Introduction" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".Welcome to the course. This section introduces you to the course.
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Spark Infer Schema
In this lesson, you will learn about the schema of Spark DataFrames. This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on Spark DataFrames in depth.
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Spark DF (Group By -Visualization)
This video explains how grouping is happening by visualizing it for better understanding. This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on Spark...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Solution (Word Count) - Spark DFs
Let's discuss the solution to the quiz on calculating the word count. This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on Spark DataFrames in depth.
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Solution (Filter)
Let's discuss the solution for the quiz on Filter() function. This clip is from the chapter "Spark RDDs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on PySpark RDDs.
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Project (Count and Select)
Let's start working on the project. We will first read data from the file in the DF followed by some analysis work. This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Hyperparameter Tuning and Cross Validation
In this video, you will learn about hyperparameter tuning and cross validation. This clip is from the chapter "Collaborative Filtering" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section primarily focuses...