Duration 4 Days 24 CPD hours This course is intended for This course is designed for data analysts, business intelligence specialists, developers, system architects, and database administrators. Overview Skills gained in this training include:The features that Pig, Hive, and Impala offer for data acquisition, storage, and analysisThe fundamentals of Apache Hadoop and data ETL (extract, transform, load), ingestion, and processing with HadoopHow Pig, Hive, and Impala improve productivity for typical analysis tasksJoining diverse datasets to gain valuable business insightPerforming real-time, complex queries on datasets Cloudera University?s four-day data analyst training course focusing on Apache Pig and Hive and Cloudera Impala will teach you to apply traditional data analytics and business intelligence skills to big data. 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 Data Integration: Sqoop Other Hadoop Data Tools Exercise Scenarios Explanation Introduction to Pig What Is Pig? Pig?s Features Pig Use Cases Interacting with Pig Basic Data Analysis with Pig Pig Latin Syntax Loading Data Simple Data Types Field Definitions Data Output Viewing the Schema Filtering and Sorting Data Commonly-Used Functions Processing Complex Data with Pig Storage Formats Complex/Nested Data Types Grouping Built-In Functions for Complex Data Iterating Grouped Data Multi-Dataset Operations with Pig Techniques for Combining Data Sets Joining Data Sets in Pig Set Operations Splitting Data Sets Pig Troubleshoot & Optimization Troubleshooting Pig Logging Using Hadoop?s Web UI Data Sampling and Debugging Performance Overview Understanding the Execution Plan Tips for Improving the Performance of Your Pig Jobs Introduction to Hive & Impala What Is Hive? What Is Impala? Schema and Data Storage Comparing Hive to Traditional Databases Hive Use Cases Querying with Hive & Impala Databases and Tables Basic Hive and Impala Query Language Syntax Data Types Differences Between Hive and Impala Query Syntax Using Hue to Execute Queries Using the Impala Shell Data Management Data Storage Creating Databases and Tables Loading Data Altering Databases and Tables Simplifying Queries with Views Storing Query Results Data Storage & Performance Partitioning Tables Choosing a File Format Managing Metadata Controlling Access to Data Relational Data Analysis with Hive & Impala Joining Datasets Common Built-In Functions Aggregation and Windowing Working with Impala How Impala Executes Queries Extending Impala with User-Defined Functions Improving Impala Performance Analyzing Text and Complex Data with Hive Complex Values in Hive Using Regular Expressions in Hive Sentiment Analysis and N-Grams Conclusion Hive Optimization Understanding Query Performance Controlling Job Execution Plan Bucketing Indexing Data Extending Hive SerDes Data Transformation with Custom Scripts User-Defined Functions Parameterized Queries Choosing the Best Tool for the Job Comparing MapReduce, Pig, Hive, Impala, and Relational Databases Which to Choose?
Advance your data skills by mastering Spark programming in Python. This beginner's level course will help you understand the core concepts related to Apache Spark 3 and provide you with knowledge of applying those concepts to build data engineering solutions.
In this introductory course, you will receive training on all areas of construction management, from planning and scheduling to management theories, subcontracting and cost estimation. You will also explore the project delivery and production process, project control techniques, and how to schedule construction materials. Through this formal qualification, you will also develop essential management skills and gain practical, real-world knowledge which you can use to propel your career forward. This course is ideal for those who are new to construction or currently work in the construction industry and want to update their existing skills and knowledge. Learning Objectives: Identify the fundamental stages of a construction project Demonstrate an in-depth understanding of the role of a construction manager Familiarise with the different elements of the design and construction process Know how to accurately estimate the costs of a construction project Have an awareness of health and safety regulations in the construction industry Develop your understanding of human resource management, supply chain management and construction resource management Understand the types of subcontractors in construction and the benefits of subcontracting Explore methods of project delivery and current industry trends Explore the basic components of a supply chain management system Who is This Construction Management Course for? This Construction Management Diploma is ideal for beginners who want an introduction to this field to develop the essential skills required for project planning, design and construction work. Our online courses are specially designed for distance learning, offering flexible virtual classroom modules that you can study at your own convenience. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the course. Good understanding of English language, numeracy and ICT are required to attend this course. Certificate of Completion from Course Gate At the successful completion of the course, the learners may order the Certificate of Completion from Course Gate (soft copy) by paying only £2. For the Printed hard copy of the certificate, the learners have to pay £9. There is an additional £10 delivery charge for international students. Career Path After completing your online studies, you will have the opportunity to explore a wide range of job roles within the field of construction management, including: Construction Manager Assistant Project Manager Development Project Manager Building Inspector Construction Assistant Construction Supervisor Project Assistant Course Curriculum Module 01: Introduction to Construction Management Introduction to Construction Management 01:00:00 Assessment Module 01 Module 01 Final Quiz Exam - Construction Management 00:10:00 Module 02: Construction Project Stages Construction Project Stages 01:00:00 Assessment Module 02 Module 02 Final Quiz Exam - Construction Management 00:10:00 Module 03: Estimating Construction Project Costs Estimating Construction Project Costs 00:30:00 Assessment Module 03 Module 03 Final Quiz Exam - Construction Management 00:10:00 Module 04: Construction Project Planning Construction Project Planning 00:40:00 Assessment Module 04 Module 04 Final Quiz Exam - Construction Management 00:10:00 Module 05: Site Organisation in the Construction Industry Site Organisation in the Construction Industry 00:40:00 Assessment Module 05 Module 05 Final Quiz Exam - Construction Management 00:10:00 Module 06: Construction Resource Management Construction Resource Management 00:40:00 Assessment Module 06 Module 06 Final Quiz Exam - Construction Management 00:10:00 Module 07: Subcontracting in the Construction Industry Subcontracting in the Construction Industry 00:30:00 Assessment Module 07 Module 07 Final Quiz Exam - Construction Management 00:10:00 Module 08: Construction Cost and Time Control Part 1: Construction Cost Control 00:35:00 Part 2: Time Management in the Construction Industry 00:30:00 Assessment Module 08 Module 08 Final Quiz Exam - Construction Management 00:10:00 Module 09: Equipment Cost Management Equipment Cost Management 00:20:00 Assessment Module 09 Module 09 Final Quiz Exam - Construction Management 00:10:00 Module 10: Elements of Contractor Failure Elements of Contractor Failure 00:25:00 Assessment Module 10 Module 10 Final Quiz Exam - Construction Management 00:10:00 Module 11: Supply Chain Management in the Construction Industry Supply Chain Management in the Construction Industry 00:20:00 Assessment Module 11 Module 11 Final Quiz Exam - Construction Management 00:10:00 Module 12: Quality Management in the Construction Industry Quality Management in the Construction Industry 00:30:00 Assessment Module 12 Module 12 Final Quiz Exam - Construction Management 00:10:00 Module 13: Human Resources Management Human Resources Management 00:45:00 Assessment Module 13 Module 13 Final Quiz Exam - Construction Management 00:10:00 Module 14: Risk Analysis and Management Risk Analysis and Management 00:25:00 Assessment Module 14 Module 14 Final Quiz Exam - Construction Management 00:10:00 Module 15: Health and Safety in the Construction Industry Part 1: Key Legislation and Regulations for The Construction Industry 00:30:00 Part 2: Managing Safety within the Construction Industry 00:20:00 Assessment Module 15 Module 15 Final Quiz Exam - Construction Management 00:10:00 Module 16: Sustainability and the Environment Sustainability and the Environment 00:25:00 Assessment Module 16 Module 16 Final Quiz Exam - Construction Management 00:10:00
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