Basic Data Analysis with Java

Data Pre-processing 6 lectures 41:51 The Course Overview This video will give an overview of the entire course The Purpose of Data Analysis The aim of this video is to discuss about the purpose of data analysis or what problems can be solved using data analysis • Understand the uses of data analysis • Cover some of the problems that may occur in analysis • Identify when data being analyzed actually becomes big data Surveying Data Types and Data Structures The aim of this video is to talk about surveying data types and data structures • Discuss the basic data types • Explore what are the basic data structures • Look at the data structures within the JVM in terms of memory tuning Data Sets and File Formats The aim of this video is to cover how to get the data out of a particular format • Understand why we need to interact with a series of common formats • Dive deep into the formats such as JSON, HTML, XML, and CSV Generating Test Data The aim of this video is to generate test data • Understand the role of the test data in terms of analysis • Use APIs to generate random or predictable test data Pre-processing Data Sets This video talks about the pre-processing of data sets • Evaluate structured data • Parse structured data from file formats Data Pre-processing 6 lectures 41:51 The Course Overview This video will give an overview of the entire course The Purpose of Data Analysis The aim of this video is to discuss about the purpose of data analysis or what problems can be solved using data analysis • Understand the uses of data analysis • Cover some of the problems that may occur in analysis • Identify when data being analyzed actually becomes big data Surveying Data Types and Data Structures The aim of this video is to talk about surveying data types and data structures • Discuss the basic data types • Explore what are the basic data structures • Look at the data structures within the JVM in terms of memory tuning Data Sets and File Formats The aim of this video is to cover how to get the data out of a particular format • Understand why we need to interact with a series of common formats • Dive deep into the formats such as JSON, HTML, XML, and CSV Generating Test Data The aim of this video is to generate test data • Understand the role of the test data in terms of analysis • Use APIs to generate random or predictable test data Pre-processing Data Sets This video talks about the pre-processing of data sets • Evaluate structured data • Parse structured data from file formats The Course Overview This video will give an overview of the entire course The Course Overview This video will give an overview of the entire course The Course Overview This video will give an overview of the entire course The Course Overview This video will give an overview of the entire course This video will give an overview of the entire course This video will give an overview of the entire course The Purpose of Data Analysis The aim of this video is to discuss about the purpose of data analysis or what problems can be solved using data analysis • Understand the uses of data analysis • Cover some of the problems that may occur in analysis • Identify when data being analyzed actually becomes big data The Purpose of Data Analysis The aim of this video is to discuss about the purpose of data analysis or what problems can be solved using data analysis • Understand the uses of data analysis • Cover some of the problems that may occur in analysis • Identify when data being analyzed actually becomes big data The Purpose of Data Analysis The aim of this video is to discuss about the purpose of data analysis or what problems can be solved using data analysis • Understand the uses of data analysis • Cover some of the problems that may occur in analysis • Identify when data being analyzed actually becomes big data The Purpose of Data Analysis The aim of this video is to discuss about the purpose of data analysis or what problems can be solved using data analysis • Understand the uses of data analysis • Cover some of the problems that may occur in analysis • Identify when data being analyzed actually becomes big data The aim of this video is to discuss about the purpose of data analysis or what problems can be solved using data analysis • Understand the uses of data analysis • Cover some of the problems that may occur in analysis • Identify when data being analyzed actually becomes big data The aim of this video is to discuss about the purpose of data analysis or what problems can be solved using data analysis • Understand the uses of data analysis • Cover some of the problems that may occur in analysis • Identify when data being analyzed actually becomes big data Surveying Data Types and Data Structures The aim of this video is to talk about surveying data types and data structures • Discuss the basic data types • Explore what are the basic data structures • Look at the data structures within the JVM in terms of memory tuning Surveying Data Types and Data Structures The aim of this video is to talk about surveying data types and data structures • Discuss the basic data types • Explore what are the basic data structures • Look at the data structures within the JVM in terms of memory tuning Surveying Data Types and Data Structures The aim of this video is to talk about surveying data types and data structures • Discuss the basic data types • Explore what are the basic data structures • Look at the data structures within the JVM in terms of memory tuning Surveying Data Types and Data Structures The aim of this video is to talk about surveying data types and data structures • Discuss the basic data types • Explore what are the basic data structures • Look at the data structures within the JVM in terms of memory tuning The aim of this video is to talk about surveying data types and data structures • Discuss the basic data types • Explore what are the basic data structures • Look at the data structures within the JVM in terms of memory tuning The aim of this video is to talk about surveying data types and data structures • Discuss the basic data types • Explore what are the basic data structures • Look at the data structures within the JVM in terms of memory tuning Data Sets and File Formats The aim of this video is to cover how to get the data out of a particular format • Understand why we need to interact with a series of common formats • Dive deep into the formats such as JSON, HTML, XML, and CSV Data Sets and File Formats The aim of this video is to cover how to get the data out of a particular format • Understand why we need to interact with a series of common formats • Dive deep into the formats such as JSON, HTML, XML, and CSV Data Sets and File Formats The aim of this video is to cover how to get the data out of a particular format • Understand why we need to interact with a series of common formats • Dive deep into the formats such as JSON, HTML, XML, and CSV Data Sets and File Formats The aim of this video is to cover how to get the data out of a particular format • Understand why we need to interact with a series of common formats • Dive deep into the formats such as JSON, HTML, XML, and CSV The aim of this video is to cover how to get the data out of a particular format • Understand why we need to interact with a series of common formats • Dive deep into the formats such as JSON, HTML, XML, and CSV The aim of this video is to cover how to get the data out of a particular format • Understand why we need to interact with a series of common formats • Dive deep into the formats such as JSON, HTML, XML, and CSV Generating Test Data The aim of this video is to generate test data • Understand the role of the test data in terms of analysis • Use APIs to generate random or predictable test data Generating Test Data The aim of this video is to generate test data • Understand the role of the test data in terms of analysis • Use APIs to generate random or predictable test data Generating Test Data The aim of this video is to generate test data • Understand the role of the test data in terms of analysis • Use APIs to generate random or predictable test data Generating Test Data The aim of this video is to generate test data • Understand the role of the test data in terms of analysis • Use APIs to generate random or predictable test data The aim of this video is to generate test data • Understand the role of the test data in terms of analysis • Use APIs to generate random or predictable test data The aim of this video is to generate test data • Understand the role of the test data in terms of analysis • Use APIs to generate random or predictable test data Pre-processing Data Sets This video talks about the pre-processing of data sets • Evaluate structured data • Parse structured data from file formats Pre-processing Data Sets This video talks about the pre-processing of data sets • Evaluate structured data • Parse structured data from file formats Pre-processing Data Sets This video talks about the pre-processing of data sets • Evaluate structured data • Parse structured data from file formats Pre-processing Data Sets This video talks about the pre-processing of data sets • Evaluate structured data • Parse structured data from file formats This video talks about the pre-processing of data sets • Evaluate structured data • Parse structured data from file formats This video talks about the pre-processing of data sets • Evaluate structured data • Parse structured data from file formats Basic Data Analysis 2 lectures 14:33 Types of Data Analysis Problems The aim of this video is to talk about the types of data analysis problems • Learn about story and statistical problems • Understand the importance of visualizations • Evaluate problems and identify the appropriate solution Java Components The aim of this video is to learn about the Java Components, specifically Lambda and Streams API introduced within Java 8 • Discuss about typical JDK collection APIs, as well as the Java 8 Streams API and related functions • Learn about parallelism and the impact of multi-threading on your analysis Basic Data Analysis of the statistical toolbox, and gives you an understanding of the overall data you are looking at • Talk about descriptive statistics, some basic analysis techniques that can be run on your data • Discuss about the streams API • Do better parallel code using the Java 8 APIs Descriptive Statistics This video talks about descriptive analysis which is a part of the statistical toolbox, and gives you an understanding of the overall data you are looking at • Talk about descriptive statistics, some basic analysis techniques that can be run on your data • Discuss about the streams API • Do better parallel code using the Java 8 APIs Descriptive Statistics This video talks about descriptive analysis which is a part of the statistical toolbox, and gives you an understanding of the overall data you are looking at • Talk about descriptive statistics, some basic analysis techniques that can be run on your data • Discuss about the streams API • Do better parallel code using the Java 8 APIs Descriptive Statistics This video talks about descriptive analysis which is a part of the statistical toolbox, and gives you an understanding of the overall data you are looking at • Talk about descriptive statistics, some basic analysis techniques that can be run on your data • Discuss about the streams API • Do better parallel code using the Java 8 APIs This video talks about descriptive analysis which is a part of the statistical toolbox, and gives you an understanding of the overall data you are looking at • Talk about descriptive statistics, some basic analysis techniques that can be run on your data • Discuss about the streams API • Do better parallel code using the Java 8 APIs This video talks about descriptive analysis which is a part of the statistical toolbox, and gives you an understanding of the overall data you are looking at • Talk about descriptive statistics, some basic analysis techniques that can be run on your data • Discuss about the streams API • Do better parallel code using the Java 8 APIs Random Sampling The aim of this video is to go through random sampling and analyze the subset of data • Understand the role of random sampling • Perform random sampling and filtering with a stream to target specific subset Random Sampling The aim of this video is to go through random sampling and analyze the subset of data • Understand the role of random sampling • Perform random sampling and filtering with a stream to target specific subset Random Sampling The aim of this video is to go through random sampling and analyze the subset of data • Understand the role of random sampling • Perform random sampling and filtering with a stream to target specific subset Random Sampling The aim of this video is to go through random sampling and analyze the subset of data • Understand the role of random sampling • Perform random sampling and filtering with a stream to target specific subset The aim of this video is to go through random sampling and analyze the subset of data • Understand the role of random sampling • Perform random sampling and filtering with a stream to target specific...