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Hadoop Training Course with Impala Overview
Hadoop Training Course with Impala Outline
Module 1: Introduction to Big Data and Hadoop
- What is Big Data?
- Characteristics and Challenges of Big Data
- Understanding Hadoop as a Big Data Solution
- Hadoop Ecosystem Overview
Module 2: Hadoop Distributed File System (HDFS)
- Introduction to HDFS
- HDFS Architecture
- File Storage and Replication
- Data Ingestion into HDFS
- Managing Data in HDFS
Module 3: Hadoop MapReduce
- MapReduce Basics
- MapReduce Workflow
- Writing and Running MapReduce Jobs
- Hadoop Streaming and Custom MapReduce
- MapReduce Optimisation Techniques
Module 4: Hive - Data Warehousing and Querying
- Introduction to Hive
- Hive Data Model and Schema Design
- Hive Query Language (HQL)
- Managing Tables and Databases in Hive
- Hive UDFs and Custom Functions
Module 5: Pig - Data Flow and Scripting
- Introduction to Pig
- Pig Latin Language
- Loading, Transforming, and Storing Data with Pig
- Pig UDFs and User-Defined Functions
Module 6: Introduction to Impala
- What is Impala?
- Impala Vs Hive and Pig
- Impala Architecture
- Interactive Querying with Impala
- Supported Data Formats and Sources
Module 7: Impala Querying Basics
- Writing and Running Impala Queries
- SQL Syntax in Impala
- Query Optimisation in Impala
- Working with Tables and Views
- Impala Performance Tuning
Module 8: Advanced Impala Optimisation
- Impala Data Types and Functions
- Complex Queries and Aggregations
- Impala Partitioning and Clustering
- Impala Security and Access Control
- Integrating Impala with Other Hadoop Components
Module 9: Data Ingestion and ETL with Hadoop
- Data Ingestion Strategies
- ETL (Extract, Transform, Load) Processes with Hadoop
- Using Apache Nifi for Data Ingestion
- Working with Hadoop's Ecosystem Tools
- Real-time Data Processing with Hadoop and Impala
Module 10: Machine Learning with Hadoop and Impala
- Introduction to Machine Learning and Data Science
- Machine Learning Libraries in Hadoop
- Building and Training Machine Learning Models
- Deploying Machine Learning Models with Impala
Module 11: Data Visualisation and Reporting
- Data Visualisation Tools for Hadoop
- Creating Interactive Dashboards
- Reporting and Analytics in Hadoop
- Integrating Impala with BI Tools
- Building Data Reports and Dashboards
Module 12: Hadoop Security and Optimisation
- YARN (Yet Another Resource Negotiator)
- Resource Management
- Hadoop Security
- Hadoop Cluster Optimisation
- Hadoop High Availability and Disaster Recovery
- Hadoop and Cloud Integration
Who should attend this Hadoop Training Course with Impala?
The Hadoop Training Course with Impala is a specialised course designed to teach the fundamentals of Hadoop and Impala, two powerful tools in the Big Data ecosystem. The following are some of the professionals who can benefit from this course:
- Data Analysts
- Software Developers
- Database Administrators
- Business Analysts
- System Administrators
- Data Scientists
- Project Managers
- Quality Analysts
Prerequisites of the Hadoop Training Course with Impala
There are no formal prerequisites for this Hadoop Training Course with Impala. However, a basic understanding of data analysis would be beneficial for the delegates.
Hadoop Training Course with Impala Overview
Mastering Hadoop and Impala has become indispensable for professionals aiming to thrive in data-centric industries. This comprehensive training course delves into the heart of Hadoop and Impala technologies, unravelling their significance in handling vast datasets efficiently. With the explosion of data, businesses seek experts who can harness these tools, making this training more pertinent than ever.
Proficiency in Hadoop and Impala is paramount for data engineers, analysts, and IT professionals striving for excellence in data processing. Organisations depend on these technologies to gain actionable insights. Mastering Hadoop and Impala empowers professionals to navigate complex data landscapes, making them indispensable assets for any data-driven enterprise.
This intensive 2-day training equips delegates with hands-on experience in Hadoop and Impala, enhancing their ability to process, analyse, and interpret vast datasets efficiently. Through interactive sessions and real-world examples, delegates learn to optimise queries, troubleshoot issues, and design robust data processing pipelines, ensuring they are well-prepared for the challenges.
Course Objectives:
- To master the techniques for processing large datasets using Hadoop
- To develop advanced skills in Impala for high-speed data querying
- To gain hands-on experience in Hadoop ecosystem components like HDFS and MapReduce
- To learn to optimise Impala queries for improved performance
- To explore data ingestion and storage strategies in Hadoop
- To understand security and data governance best practices
After completing this course, delegates receive a certification validating their expertise in Hadoop and Impala technologies. This certification not only demonstrates their proficiency but also opens doors to a plethora of opportunities in data engineering, analytics, and business intelligence.
What’s included in this Hadoop Training Course with Impala?
- World-Class Training Sessions from Experienced Instructors
- Hadoop Training Course with Impala Certificate
- Digital Delegate Pack
Why choose us
Ways to take this course
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Hadoop Training Course with Impala. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.
Live classes
Join a scheduled class with a live instructor and other delegates.
Interactive
Engage in activities, and communicate with your trainer and peers.
Global Pool of the Best Trainers
We handpick from a global pool of expert trainers for our Online Instructor-led courses.
Expertise
With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.
Global Reach
With classes running in all timezones, access any of our courses and course material from anywhere, anytime.
Unlock your potential with The Knowledge Academy's Hadoop Training Course with Impala, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.
What our customers are saying
Hadoop Training Course with Impala FAQs
Please arrive at the venue at 8:45am.
No prerequisites are required for this course. However, basic knowledge of the principles of programming is advantageous.
Anyone who wishes to gain expertise in Impala can attend this course. This course is ideal for:
Analysts and Data Scientists
SQL Developers
Hadoop Administrators and Developers
Database Administrators
Data Warehouse Developers
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 2 days.
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The training fees for Hadoop Training Course with Impalain Hong Kong starts from HKD17495
The Knowledge Academy is the Leading global training provider for Hadoop Training Course with Impala.
Please see our Big Data and Analytics Training courses available in Hong Kong
Why choose us
Best price in the industry
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Many delivery methods
Flexible delivery methods are available depending on your learning style.
High quality resources
Resources are included for a comprehensive learning experience.
"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"
Joshua Davies, Thames Water
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