Big Data Full Course
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What you'll learn
This course includes
- 12 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 77 lessons • 12 hours of video
Big Data Full Course
77 lessons
• 12 hours
Big Data Full Course
77 lessons
• 12 hours
- What is Big Data? | Big Data Use Cases, Benefits, Challenges | DataTalks EP.1 05:30
- Big Data Introduction | 3 Vs of Big Data | Lecture 1 09:28
- CRISP-DM, SEMMA Methodologies for Data Mining | Big Data Analytics Tutorial | Lecture 2 09:03
- Big Data Life Cycle | Big Data Analytics Tutorial | Lecture 3 06:29
- Big Data Benefits | Big Data Analytics Tutorial | Lecture 4 07:53
- Top Big Data Tools that you should know about | Lecture 5 08:38
- Big Data challenges and how to solve them | Big Data Tutorial | Lecture 6 08:18
- Big Data Real World Use Cases | Big Data Tutorial | Lecture 7 16:50
- Big Data Interview Questions And Their Answers | Big Data Tutorial | Lecture 8 10:50
- Hadoop vs Spark | Data Engineer Roadmap 07:21
- How to prepare for Data Engineer interview 05:29
- Data Lake vs Data Warehouse | Data Engineer Roadmap 06:26
- Overview of Data Engineering | Data Engineer Full Course | Lecture 1 11:09
- Introduction to Hadoop and Spark | Data Engineer Full Course | Lecture 2 09:56
- Use Cases and Scenarios for Hadoop and Spark | Data Engineer Full Course | Lecture 3 03:07
- Install Apache Spark PySpark on Windows | Data Engineer Full Course | Lecture 4 13:12
- Install Hadoop on Windows | Data Engineer Full Course | Lecture 5 11:59
- Understanding Hadoop HDFS | Data Engineer Full Course | Lecture 6 09:38
- What is MapReduce in Hadoop | Data Engineer Full Course | Lecture 7 05:40
- Introduction to YARN in Hadoop | Data Engineer Full Course | Lecture 8 05:02
- Building a simple MapReduce Job | Data Engineer Full Course | Lecture 9 08:12
- Working with HDFS and running a MapReduce Job | Data Engineer Full Course | Lecture 10 09:31
- Introduction to Apache Spark | Data Engineer Full Course | Lecture 11 05:27
- Apache Spark Architecture | Data Engineer Full Course | Lecture 12 06:02
- Apache Spark RDD Explained | Data Engineer Full Course | Lecture 13 05:23
- Apache Spark Transformations and Actions | Data Engineer Full Course | Lecture 14 10:39
- Writing and Running Spark Application in Python | Data Engineer Full Course | Lecture 15 15:45
- Introduction to Spark DataFrame | Data Engineer Full Course | Lecture 16 06:39
- Working with Spark SQL | Data Engineer Full Course | Lecture 17 06:36
- Apache Spark Basic DataFrame Operation | Data Engineer Full Course | Lecture 18 16:59
- Spark Optimization Techniques | Data Engineer Full Course | Lecture 19 09:33
- Working with DataFrame and Spark SQL | Data Engineer Full Course | Lecture 20 11:49
- Real Time Data Processing using Spark Streaming Made EASY! | Data Engineer Full Course | Lecture 21 06:23
- Apache Spark Streaming DStream and Window Operations | Data Engineer Full Course | Lecture 22 08:00
- Spark Streaming Hands-on Tutorial | Data Engineer Full Course | Lecture 23 15:39
- Handling Stateful Computations in Spark Streaming | Data Engineer Full Course | Lecture 24 08:56
- Lets build Spark Streaming Application! | Data Engineer Full Course | Lecture 25 07:40
- What is PySpark? | Data Engineer Full Course | Lecture 26 09:18
- Writing FAST PySpark Applications Is EASIER Than You Think 11:48
- Interoperability between Spark and Python libraries | Lecture 28 10:54
- Hands-on: Building PySpark Application | Data Engineer Full Course | Lecture 29 08:24
- MLLib - Machine Learning using Spark | Data Engineer Full Course | Lecture 30 10:20
- Getting started! Machine Learning with Spark | Data Engineer Full Course | Lecture 31 09:41
- Building Machine Learning models using Spark MLLib | Data Engineer Full Course | Lecture 32 09:10
- Hands on: Building Machine Learning models using Spark | Data Engineer Full Course | Lecture 33 10:21
- Introduction to Spark GraphX | Data Engineer Full Course | Lecture 34 06:00
- Processing Graphs using Spark GraphX | Data Engineer Full Course | Lecture 35 09:10
- Spark GraphX: Graph Algorithms and Computation | Data Engineer Full Course | Lecture 36 08:36
- Hands-on: Building and Analyzing Graphs using Spark GraphX | Data Engineer Full Course | Lecture 37 09:08
- Setting up the Apache Spark Cluster | Data Engineer Full Course | Lecture 38 08:26
- Understanding Spark Deployment Modes (YARN, Mesos) | Data Engineer Full Course | Lecture 39 09:15
- Spark Performance Tuning and Optimization | Data Engineer Full Course | Lecture 40 07:24
- Spark Application Monitoring and Debugging | Data Engineer Full Course | Lecture 41 12:16
- Best Practices with Hadoop and Spark | Data Engineer Full Course | Lecture 42 10:33
- Common Challenges and Considerations | Data Engineer Full Course | Lecture 43 07:59
- Next Steps in Data Engineering with Hadoop and Spark | Data Engineer Full Course | Lecture 44 12:10
- Introduction to Data Warehouse | Data Engineer Full Course | Lecture 45 05:01
- Data Warehouse Vs Relational Database | Data Engineer Full Course | Lecture 46 08:40
- Hands on: Setting up a Simple Snowflake Data Warehouse | Data Engineer Full Course | Lecture 47 07:02
- Understanding ETL Process | Data Engineer Full Course | Lecture 48 11:41
- Tools and Framework for ETL Pipeline | Data Engineer Full Course | Lecture 49 11:50
- Hands on: Building a Simple ETL Pipeline | Data Engineer Full Course | Lecture 50 08:59
- Distributed Storage Systems BEYOND HDFS | Data Engineer Full Course | Lecture 51 09:06
- Comparing Cloud Storages: Azure Blob Vs AWS S3 | Data Engineer Full Course | Lecture 52 16:03
- Introduction to Data Lake, Lake House | Data Engineer Full Course | Lecture 53 09:11
- Integration of Data Lake with Data Pipelines | Data Engineer Full Course | Lecture 54 09:18
- Hands on: Working with Data Lake (Hive and Hadoop) | Data Engineer Full Course | Lecture 55 13:41
- Overview of Apache Kafka | Data Engineer Full Course | Lecture 56 10:05
- Data Ingestion using Apache Kafka | Data Engineer Full Course | Lecture 57 09:14
- Install Kafka on Windows PC | Data Engineer Full Course | Lecture 58 #kafka #apachekafka 10:55
- Working with Kafka Connect | Data Engineer Full Course | Lecture 59 #kafka #apachekafka 10:27
- Data Processing with Kafka, CDC | Data Engineer Full Course | Lecture 60 #kafka #apachekafka 09:36
- Hands On: Building Kafka Powered Data Pipeline | Data Engineer Full Course | Lecture 61 #kafka 10:47
- Introduction to Apache Hive | Data Engineer Full Course | Lecture 62 #hadoop 05:25
- Hands on: Apache Hive with Spark | Data Engineer Full Course | Lecture 63 #hadoop 10:33
- Hands on: Apache Spark with Hadoop | Data Engineer Full Course | Lecture 64 #hadoop 12:50
- Hands on: MongoDB with Apache Spark | Data Engineer Full Course | Lecture 65 #hadoop #mongodb 11:14
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