10最好的大数据教程推荐

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特写 iPhone，显示 Udemy 应用程序和带笔记本的笔记本电脑有数以千计的在线课程和课程可以帮助您提高 大数据 技能并获得 大数据 证书。

在这篇博客文章中，我们的专家汇总了 10 个精选列表 最好的 大数据 课程, 现在在线提供的教程、培训计划、课程和认证。

我们只包括那些符合我们高质量标准的课程。我们花了很多时间和精力来为您收集这些。这些课程适合所有级别的初学者、中级学习者和专家。

以下是这些课程以及它们为您提供的内容！

10最好的大数据教程推荐

课程名 在校生（人数） 评论（计数）
1. Big Data on Amazon web services (AWS) 我们的最佳选择 160159+ 1294+
2. The Ultimate Hands-On Hadoop: Tame your Big Data! 157953+ 27340+
3. Apache Spark with Scala – Hands On with Big Data! 85392+ 15928+
4. Taming Big Data with Apache Spark and Python – Hands On! 79092+ 13378+
5. Learn Big Data: The Hadoop Ecosystem Masterclass 29099+ 6042+
6. Big Data and Hadoop for Beginners – with Hands-on! 27963+ 2028+
7. Introduction to Apache NiFi | Cloudera DataFlow – HDF 2.0 15898+ 3945+
8. Master Big Data – Apache Spark/Hadoop/Sqoop/Hive/Flume/Mongo 8852+ 972+
9. Big Data Hadoop – The Complete Course 8805+ 914+
10. Architecting Big Data Solutions 5012+ 927+

1. Big Data on Amazon web services (AWS) 经过 Learnsector LLP Udemy课程 我们的最佳选择

“Learn About Building out Scalable, Resilient Big Data Solutions Using Various Services on AWS Cloud Platform”

截至目前，超过 160159+ 人们已经注册了这门课程，而且已经结束了 1294+ 评论.

课程内容
“Introduction
Getting Started
Overview of Big Data on AWS
Bigdata Storage & databases on AWS
Big Data Analytic Frameworks using AWS EMR,Athena and Elasticsearch
Data Warehousing on AWS Redshift
Real-Time Big Data Analytics on AWS
Artificial Intelligence/Machine Learning
Business Intelligence on AWS
Big Data Computation on AWS
How does it all work together
Projects”

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2. The Ultimate Hands-On Hadoop: Tame your Big Data! 经过 “Sundog Education by Frank Kane, Frank Kane, Sundog Education Team” Udemy课程

“Data Engineering and Hadoop tutorial with MapReduce, HDFS, Spark, Flink, Hive, HBase, MongoDB, Cassandra, Kafka + more!”

截至目前，超过 157953+ 人们已经注册了这门课程，而且已经结束了 27340+ 评论.

课程内容
Learn all the buzzwords! And install the Hortonworks Data Platform Sandbox.
Using Hadoop’s Core: HDFS and MapReduce
Programming Hadoop with Pig
Programming Hadoop with Spark
Using relational data stores with Hadoop
Using non-relational data stores with Hadoop
Querying your Data Interactively
Managing your Cluster
Feeding Data to your Cluster
Analyzing Streams of Data
Designing Real-World Systems
Learning More

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3. Apache Spark with Scala – Hands On with Big Data! 经过 “Sundog Education by Frank Kane, Frank Kane, Sundog Education Team” Udemy课程

“Apache Spark tutorial with 20+ hands-on examples of analyzing large data sets, on your desktop or on Hadoop with Scala!”

截至目前，超过 85392+ 人们已经注册了这门课程，而且已经结束了 15928+ 评论.

课程内容
“Getting Started
Scala Crash Course [Optional]Using Resilient Distributed Datasets (RDDs)
SparkSQL, DataFrames, and DataSets
Advanced Examples of Spark Programs
Running Spark on a Cluster
Machine Learning with Spark ML
Intro to Spark Streaming
Intro to GraphX
You Made It! Where to Go from Here.”

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4. Taming Big Data with Apache Spark and Python – Hands On! 经过 “Sundog Education by Frank Kane, Frank Kane, Sundog Education Team” Udemy课程

PySpark tutorial with 20+ hands-on examples of analyzing large data sets on your desktop or on Hadoop with Python!

截至目前，超过 79092+ 人们已经注册了这门课程，而且已经结束了 13378+ 评论.

课程内容
“Getting Started with Spark
Spark Basics and the RDD Interface
SparkSQL, DataFrames, and DataSets
Advanced Examples of Spark Programs
Running Spark on a Cluster
Machine Learning with Spark ML
Spark Streaming, Structured Streaming, and GraphX
You Made It! Where to Go from Here.”

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5. Learn Big Data: The Hadoop Ecosystem Masterclass 经过 Edward Viaene Udemy课程

“Master the Hadoop ecosystem using HDFS, MapReduce, Yarn, Pig, Hive, Kafka, HBase, Spark, Knox, Ranger, Ambari, Zookeeper”

截至目前，超过 29099+ 人们已经注册了这门课程，而且已经结束了 6042+ 评论.

课程内容
Introduction
What is Big Data and Hadoop
Introduction to Hadoop
Pig
Apache Spark
Hive
Real Time Processing
Kafka
Storm
Spark Streaming
HBase
Phoenix
Hadoop Security
Ranger
HDFS Encryption
Advanced Topics
Thank You

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6. Big Data and Hadoop for Beginners – with Hands-on! 经过 Andalib Ansari Udemy课程

“Everything you need to know about Big Data, and Learn Hadoop, HDFS, MapReduce, Hive & Pig by designing Data Pipeline.”

截至目前，超过 27963+ 人们已经注册了这门课程，而且已经结束了 2028+ 评论.

课程内容
Welcome to the Course
Big Data at a Glance
Getting Started with Hadoop
Getting Started with Hive
Getting Started with Pig
Use Cases
Practice

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7. Introduction to Apache NiFi | Cloudera DataFlow – HDF 2.0 经过 “Stephane Maarek | AWS Certified Cloud Practitioner,Solutions Architect,Developer” Udemy课程

“Apache NiFi – An Introductory Course to Learn Installation, Basic Concepts and Efficient Streaming of Big Data Flows”

截至目前，超过 15898+ 人们已经注册了这门课程，而且已经结束了 3945+ 评论.

课程内容
Introduction to NiFi and first concepts
Hands On: Getting Started with NiFi
Apache NiFi in depth
Annexes
Bonus Lecture – Coupons For My Other Courses – Student Special Offer

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8. Master Big Data – Apache Spark/Hadoop/Sqoop/Hive/Flume/Mongo 经过 Navdeep Kaur Udemy课程

“In-depth course on Big Data – Apache Spark , Hadoop , Sqoop , Flume & Apache Hive, MongoDB & Big Data Cluster setup”

截至目前，超过 8852+ 人们已经注册了这门课程，而且已经结束了 972+ 评论.

课程内容
Big Data Introduction
Environment Setup
Hadoop & Yarn
Sqoop Import
Sqoop Export
Apache Flume
Apache Hive
Spark with Yarn & HDFS
GCS Cluster
Spark Internals
Spark RDD : Transformation & Actions
Spark RDD Practice
Spark Dataframes & Spark SQL
Using Intellij IDE
Running Spark on EMR (AWS Cloud)
Spark with Cassandra
Getting Started with MongoDB
CRUD Operations
Working with Operators
MongoDB Compass
Advanced Mongo
Spark with Mongo

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9. Big Data Hadoop – The Complete Course 经过 “TELCOMA Global 70,000+ Students!” Udemy课程

“Learn BIG DATA HADOOP Hands-on from Global Experts – Apache Hadoop, HDFS, Map Reduce, YARN, Hive, PIG, Impala, Scoop”

截至目前，超过 8805+ 人们已经注册了这门课程，而且已经结束了 914+ 评论.

课程内容
BIG DATA
BIG DATA Hands-on Practice Exercise
HADOOP
HADOOP Hands-on Practice Exercise
MAP REDUCE
MAP REDUCE Hands-on Practice Exercise
YARN
Apache HIVE
HIVE – Hands-on Practice Exercise
Apache PIG
IMPALA
IMPALA Hands-on Practice Exercise
SQOOP
Zoo Keeper
OOZIE
Installation of Apache Hadoop 2.7.3 on Ubuntu

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10. Architecting Big Data Solutions 经过 “V2 Maestros, LLC” Udemy课程

How to architect big data solutions by assembling various big data technologies – modules and best practices

截至目前，超过 5012+ 人们已经注册了这门课程，而且已经结束了 927+ 评论.

课程内容
Introduction to the course
Traditional Data vs Big Data
Big Data Architecture
Data Acquisition Module
Transport Module
Persistence Module
Transformation Module
Reporting Module
Advanced Analytics Module
Big Data Use Cases
Conclusion

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下面是一些关于学习的常见问题大数据

学习大数据需要多长时间？

“学习大数据需要多长时间”这个问题的答案是。 . .这取决于。每个人都有不同的需求，每个人都在不同的场景下工作，所以一个人的答案可能与另一个人的答案完全不同。

考虑这些问题：你想学习 大数据 是为了什么？你的出发点在哪里？您是初学者还是有使用 大数据 的经验？你能练习多少？每天1小时？每周40小时？ 查看本课程关于 大数据.

大数据 学起来容易还是难？

不，学习 大数据 对大多数人来说并不难。检查这个 关于如何学习的课程 大数据 立刻！

如何快速学习大数据？

学习 大数据 最快的方法是先得到这个 大数据 课程, 然后尽可能练习你学到的任何东西。即使每天只有 15 分钟的练习。一致性是关键.

在哪里学习 大数据？

如果您想探索和学习 大数据，那么 Udemy 为您提供了学习 大数据 的最佳平台。查看此 关于如何学习的课程 大数据 立刻！