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Cloudera Data Analyst (IBF Funded)

Cloudera Data Analyst (IBF Funded) Certification Training is aligned with the IBF Standards, UTAP Funded, Skills future credit claimable.

90% subsidy for Singapore Citizens and Permanent Residents. Participants need to pay only 5% + GST to attend the training

    NOTE: Ready to boost your data analytics career? With Data Analyst Training Certification Training you can strengthen your data analytics knowledge, earn a digital certificate, and start preparing for an industry-recognized Data Analyst Certificate.

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    Course Description

    Cloudera Educational Services' four-day Data Analyst Training course will teach you to apply traditional data analytics and business intelligence skills to big data. This course presents the tools data professionals need to access, manipulate, transform, and analyze complex data sets using SQL and familiar scripting languages.

    What to Expect From Data Analyst

    Through instructor-led discussion and interactive, hands-on exercises, participants will navigate the ecosystem, learning:

    • How the open-source ecosystem of big data tools addresses challenges not met by traditional RDBMSs
    • Using Apache Hive and Apache Impala to provide SQL access to data
    • Hive and Impala syntax and data formats, including functions and subqueries
    • Create, modify, and delete tables, views, and databases; load data; and store results of queries
    • Create and use partitions and different file formats
    • Combining two or more datasets using JOIN or UNION, as appropriate
    • What analytic and windowing functions are, and how to use them
    • Store and query complex or nested data structures
    • Process and analyze semi-structured and unstructured data
    • Techniques for optimizing Hive and Impala queries
    • Extending the capabilities of Hive and Impala using parameters, custom file formats and SerDes, and external scripts
    • How to determine whether Hive, Impala, an RDBMS, or a mix of these is best for a given task

    Schedule

    Enroll your course from
    $449.40
    7th – 10th Dec, 2021
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    11th – 14th Jan, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    14th – 17th Feb, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    28th – 31st Mar, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    18th – 21st Apr, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    24th – 27th May, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    13th – 16th Jun, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    4th – 7th Jul, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    16th – 19th Aug, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    13th – 16th Sep, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    5th – 8th Oct, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    8th – 11th Nov, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    5th – 8th Dec, 2022
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll your course from
    $449.40
    TBC, 2023
    09:30AM – 05:30PM
    Trainer
    Ajit Kumar
    Singapore
    Weekday
    Enroll Now

    Certification Curriculum

    Module 1
    Introduction Apache Hadoop Fundamentals
    • The Motivation for Hadoop
    • Hadoop Overview
    • Data Storage: HDFS
    • Distributed Data Processing: YARN, MapReduce, and Spark
    • Data Processing and Analysis: Pig, Hive, and Impala
    • Database Integration: Sqoop
    • Other Hadoop Data Tools
    • Exercise Scenario Explanation
    Module 2
    Introduction to Apache Hive and Impala
    • What Is Hive?
    • What Is Impala?
    • Why Use Hive and Impala?
    • Schema and Data Storage
    • Comparing Hive and Impala to Traditional Databases
    • Use Cases
    Module 3
    Querying with Apache Hive and Impala
    • Databases and Tables
    • Basic Hive and Impala Query Language Syntax
    • Data Types
    • Using Hue to Execute Queries
    • Using Beeline (Hive’s Shell)
    • Using the Impala Shell
    Module 4
    Common Operators and Built-In Functions
    • Operators
    • Scalar Functions
    • Aggregate Functions
    Module 5
    Data Management
    • Data Storage
    • Creating Databases and Tables
    • Loading Data
    • Altering Databases and Tables
    • Simplifying Queries with Views
    • Storing Query Results
    Module 6
    Data Storage and Performance
    • Partitioning Tables
    • Loading Data into Partitioned Tables
    • When to Use Partitioning
    • Choosing a File Format
    • Using Avro and Parquet File Formats
    Module 7
    Working with Multiple Datasets
    • UNION and Joins
    • Handling NULL Values in Joins
    • Advanced Joins
    Module 8
    Analytic Functions and Windowing
    • Using Common Analytic Functions
    • Other Analytic Functions
    • Sliding Windows
    Module 9
    Complex Data
    • Complex Data with Hive
    • Complex Data with Impala
    Module 10
    Analyzing Text
    • Using Regular Expressions with Hive and Impala
    • Processing Text Data with SerDes in Hive
    • Sentiment Analysis and n-grams
    Module 11
    Apache Hive Optimization
    • Understanding Query Performance
    • Bucketing
    • Hive on Spark
    Module 12
    Apache Impala Optimization
    • How Impala Executes Queries
    • Improving Impala Performance
    Module 13
    Extending Apache Hive and Impala
    • Custom SerDes and File Formats in Hive
    • Parameterized Queries
    • Data Transformation with Custom Scripts in Hive
    • User-Defined Functions
    Module 14
    Choosing the Best Tool for the Job
    • Comparing Hive, Impala, and Relational Databases
    • Which to Choose?
    Module 15
    Conclusion

    Audience & Prerequisites

    This course is designed for data analysts, business intelligence specialists, developers, system architects, and database administrators. Some knowledge of SQL is assumed, as is basic Linux command-line familiarity. Prior knowledge of Apache Hadoop is not required.

    Download Brochure

    We offer Data Analyst Certification Training in Singapore aimed at beginner Associate Cloud Engineers that can lead to your Data Analyst Certification. Download the brochure and check the different Focus Areas covered within these 4 days of training.

    Download Brochure

    Certification Assessment

    Upon completion of the course, attendees are encouraged to continue their study and register for the CCA Data Analyst exam. Certification is a great differentiator. It helps establish you as a leader in the field, providing employers and customers with tangible evidence of your skills and expertise.

    • High Success rate
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    • Post-workshop support by the Coaches

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    Our clients praise us for our great results, personable service, expert knowledge, and on-time delivery. Here are what just a few of them had to say:

    About Funding Detail

    • Cloudera Data Analyst (IBF Funded) SG/PR Singapore Training is aligned with the IBF Standards, which are developed in close consultation with the industry.
    • IBF accredited programme designed to meet industry standards and well equip with the competencies needed for the jobs.
    • 90% subsidy for Singapore Citizens and Permanent Residents. Participants need to pay 5% + GST to attend the training
    • This program has been certified under the IBF Standards and is qualified for subsidizing under the IBF Standards Training Scheme (IBF-STS), subject to all qualification criteria being met.

    Training FAQ's

    How much does the Cloudera Data Analyst (IBF Funded) Singapore Training cost?

    For price please refer to this chart and contact us if you have any questions.

    Are there any eligibility criteria for attending the Cloudera Data Analyst (IBF Funded) Singapore Training?

    This course is designed for data analysts, business intelligence specialists, developers, system architects, and database administrators. Some knowledge of SQL is assumed, as is basic Linux command-line familiarity. Prior knowledge of Apache Hadoop is not required.

    Benefits of attending an IBF Accredited Training Programe

    IBF accredited programs are designed to equip finance practitioners with competencies needed for their jobs. Such programs are aligned with the IBF Standards, which are developed in close consultation with industry.

    What are the IBF Standards Training Scheme and Financial Training Scheme?

    The IBF Standards Training Scheme ("IBF-STS") provides course fee subsidies to eligible company-sponsored individuals and self-sponsored individuals who complete training and assessment courses accredited under the Skills Framework for Financial Services. The Financial Training Scheme ("FTS") provides course fee subsidies to eligible company sponsored individuals who complete financial sector-specific training courses recognized under FTS.

    What are the modes of payment available for payment of accreditation fees?

    Payment can be made via credit card, debit card, UPI, and internet banking.

    IBF Funding - Course Funding Quantum & Eligibility

    Singaporeans and Singapore Permanent Residents who successfully complete an IBF accredited programe will be eligible to apply for co-funding the IBF Standards Training Scheme

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