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SGUNITED MID CAREER PATHWAY PROGRAMME SAP Data Science, Predictive Analytics & BI Reporting

(Dual Certification Track) 18 JANUARY 2021 INTAKE

Course fee: $588.33 (inclusive of GST) Course Duration: 7 months | Full day training Course commencement date: 18 January 2021 Application Closing Date: 11 December 2020

COURSE CODE: OEB

Full Course fee before subsidy: $20,980.00 Please take note of the following requirements in order to be eligible for the subsidy: 1. Trainees must fulfil minimum attendance requirements and pass assessments to qualify for course fee subsidies. Trainees who are unable to meet these requirements may be asked to return the course fee subsidies that they have received. 2. The programme allows trainees to exit without penalty if they are successfully placed into a job or have secured a job on their own accord while undergoing training. However, trainees who exit the programme without a valid reason may be asked to return the course fee subsidy that they have received.

Fundamentals of Data Science (DSC100) SAP LH Business Edition Course Outline

SAP S/4HANA Overview (S4H00e) Course Outline

Delivering an SAP Data Science Project (DSC200) Course Outline

Delivering an Advanced Data Science (DSC300) Course Outline

SAP Predictive Analytics(PAII10) with SAP Certification in the Cloud CER006 Course Outline

SAPBI Introduction to SAP BusinessObjects BI Course Outline

SAP HANA Introduction (HA100) Course Outline

SAP BusinessObjects Web Intelligence: Report Design I (BOW310) Course Outline

SAP BusinessObjects Web Intelligence: Report Design II (BOW320) Course Outline

Business Processes in SAP S/4HANA Asset Management ( S4130e) OR Business Processes in SAP S/4HANA Sourcing and Procurement (S4500e) OR Business Processes in SAP S/4HANA Sales (S4600e) OR Business Processes in Financial Accounting in SAP S/4HANA (S4F10e) OR Business Processes in Management Accounting in SAP S/4HANA (S4F20e)

Course Outline

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SAP S/4HANA Embedded Analytics Foundation (S4H40e) Course Outline

Robotic Process Automation for Beginners Course Outline

Design Thinking in Action - The SEE Cycle Course Outline

Fundamentals of the Personal Data Protection Act Course Outline

Data Security & Governance Course Outline

Coding for All Course Outline

Industry Attachment / Industry Project Course Outline

Fundamentals of Data Science (DSC100) SAP LH Business Edition Introduction & Overview of Data Science What you will learn • Understand the key elements of a data science project • Identify the appropriate data science technique and/or algorithm to use for the major data

science tasks. • Be aware of and be able to avoid the main data science challenges. • Identify key use cases.

BACK SAP S/4HANA Overview (S4H00e) This course provides an overview of SAP S/4HANA for learners who do not yet have specific SAP background knowledge and want to build SAP S/4HANA skills. The course is recommended as entry point to the SAP S/4HANA curriculum and provides the basics that are required before continuing a learning path to specific areas of interest. This course covers a broad range of topics focusing on SAP S/4HANA solution capabilities and business process aspects. What you will learn • Explain how SAP S/4HANA supports the digital transformation • Navigate in SAP S/4HANA using SAP Fiori UX and other client technologies • Describe system-wide concepts such as organizational elements or master data • Describe key business processes of SAP S/4HANA Enterprise Management and SAP S/4HANA

LoB solutions • Describe integration scenarios between SAP S/4HANA and SAP Cloud Solutions • Explain SAP S/4HANA embedded analytics capabilities and additional BI/BW tools • Gain basic knowledge about SAP Activate to accelerate SAP S/4HANA adoption BACK

Delivering an SAP Data Science Project (DSC200) This course will show Technical Project Managers, data scientists new to delivering projects, and others who are tasked with running data science projects, how to manage the data science project effectively. What you will learn • Manage the data science project effectively • Understand the data science project process and be able to communicate with the various

stakeholders and project contributors • Be aware of the appropriate SAP tools and functionality to be used at the various stages of the

CRISP-DM cycle

BACK

Delivering an Advanced Data Science (DSC300) This course will enable you to satisfy your customer data science needs and give you the insights to apply these learnings to other SAP Data Science tools such as SAP analytics Cloud. Using various predictive models on a real-world context you get to experience real, complex data science scenarios. What you will learn • The ability to deliver an advanced data science project for a customer. • A deep understanding of the principles and practices of using the CRISP DM methodology

within the context of a data science project. • The opportunity to practice with a complex customer data science problem based on a financial

service use case. • The ability to apply knowledge on SAP Predictive Analytics to complex data science problems. • The ability to transfer the above insight into other key SAP Data Science tools (e.g. SAP

Analytics Cloud, SAP HANA ML, etc) BACK SAP Predictive Analytics (PAII10) with SAP Certification in the Cloud CER006 This freshly updated course will provide you with the skills to take advantage of the significant improvements and new capabilities of SAP Predictive Analytics. What you will learn • Understand predictive analytics concepts and approaches, as well as how they are implemented

within the context of the SAP Predictive Analytics tool. • Develop the ability to use Predictive Analytics within a Data Science project context. • Be able to use automated analytics capabilities to build, score and implement classification,

regression and time-series models. • Use Data Manager to prepare and manipulate data to support modelling. • Understand and implement Predictive Factory to import, build and schedule models. • Build Social and Recommendation models • Introduction to Expert Analytics and the Predictive Analytics Library (PAL) BACK

SAPBI Introduction to SAP BusinessObjects BI SAPBI is a high-level class focusing on SAP’s strategic reporting tools. The course provides an overview of each tool with a focus on important features, target users, and use cases. SAP BusinessObjects BI Platform and sources of SAP data for these tools including SAP HANA and SAP BW are also covered. SAPBI provides an excellent foundation for future learning and deployment of the current tools for Business Intelligence from SAP. What you will learn • Describe the SAP BusinessObjects Business Intelligence analytic tools • Learn about the use cases and get an overview of basic functions of the most important

BusinessObjects reporting tools. BACK SAP HANA Introduction (HA100) This course introduces SAP HANA. Through lectures and exercises you will quickly develop a broad understanding of all key areas of SAP HANA including technology, architecture, data modelling, data management and application development. This course is an important prerequisite for many detailed follow-on SAP HANA courses. What you will learn • Understand the key concepts of SAP HANA • Work with the various SAP HANA interfaces used by developers and administrators • Create a data model using SAP HANA modelling tools • Acquire and enrich data and load to SAP HANA • Build a report that runs on an SAP HANA data model • Get started with the application development environment

BACK SAP BusinessObjects Web Intelligence: Report Design I (BOW310) This course is designed to give you the comprehensive skills and in-depth knowledge needed to access, analyse and share data using SAP BusinessObjects BI launch pad and SAP BusinessObjects Web Intelligence. You will learn how to create Web Intelligence documents for your reporting needs, to retrieve data by building queries using SAP BusinessObjects universes and to use Web Intelligence to enhance documents for easier analysis. You’ll also learn how to organize, manage and distribute documents using the BI launch pad. What you will learn • Design your own reports using Web Intelligence and share your analysis with other users • Manage personal and corporate documents to access the information you need, when you

need it BACK SAP BusinessObjects Web Intelligence: Report Design II (BOW320) This course is designed to give you the skills regarding advanced Web Intelligence features. You will learn how to create Web Intelligence documents for your reporting needs: to implement a

combined query, to force input and output calculation contexts, to implement formulas with character functions and date functions. You’ll also learn how to filter dynamically using element linking. What you will learn Create complex Web Intelligence documents using advanced query and reporting techniques, including: • Combined queries and sub-queries • Character and date string functions • Variables and calculation contexts • Link documents using hyperlinks BACK Business Processes in SAP S/4HANA Asset Management ( S4130e) SAP S/4HANA Asset Management allows you to maximize productivity, improve operational safety, and reduce maintenance costs. With SAP S/4HANA Asset Management you can better plan, schedule, and dispatch maintenance personnel to boost productivity and reduce operational downtime with maintenance planning and scheduling solutions from SAP. Plan work and assign the right person to maintenance activities. Move unplanned requests to planning status, and measure planning by comparing estimated hours against booked hours. With greater visibility into asset status, you can mitigate breakdowns and integrate documentation on job completion and safety. What you will learn • Describe the essential business processes in SAP S/4HANA Asset Management • Describe the integration with other functional areas in SAP S/4HANA On Premise OR Business Processes in SAP S/4HANA Sourcing and Procurement (S4500e) This course provides a comprehensive overview of the processes in SAP S/4HANA sourcing and procurement. You will learn about the fundamentals, major business processes and functions in materials management. This course is mostly suitable for participants who are not familiar with the procurement processes in SAP ERP. For those who already come with background knowledge about procurement in SAP ERP, the delta training S4PR1 is more applicable. What you will learn • Participants learn about the fundamental elements of materials management. • Participants understand the usage of procurement processes for stock material and consumable

materials, the basic functions from purchasing, inventory management and invoice verification (SAP Fiori apps and advanced transactions).

• Participants gain first hands-on experience with topic-specific exercises of the mentioned processes.

OR Business Processes in SAP S/4HANA Sales (S4600e) In this course, you will learn about the fundamental business processes in SAP S/4HANA Sales. In addition, you will learn how to perform the most important functions in the sales process chain, from

presales to customer payment, in the SAP S/4HANA system. The areas of materials management, manufacturing (make-to-order process), and financial accounting from the perspective of sales are also touched on. What you will learn • Navigate in SAP S/4HANA using the SAP Fiori Launchpad • Maintain master data for sales processes • Execute sales processes • Describe features that are relevant during the process (e.g. availability check) • Handle customer complaints • Utilize reporting functions in sales OR Business Processes in Financial Accounting in SAP S/4HANA (S4F10e) Participants of this course will gain an overview of the Financial Accounting capabilities of SAP S/4HANA. You will learn how SAP S/4HANA covers the Financial Accounting related business requirements and how the fundamental business processes and tasks are executed in the system. General Ledger Accounting, Accounts Payable, Accounts Receivable, Asset Accounting and Bank Accounting and their integration are all discussed in this course. Especially if you are new to SAP Financials, this course is the right starting point for you. What you will learn • Describe the motivation for SAP S/4HANA Enterprise Management • Provide an overview of basic business processes in the main components of Financial Accounting

with SAP S/4HANA OR Business Processes in Management Accounting in SAP S/4HANA (S4F20e) Participants of this course will gain an overview of the fundamental business processes and tasks of Management Accounting with SAP S/4HANA. You will learn how SAP S/4HANA covers the Management Accounting related business requirements and how the business processes and tasks are executed in the system. Especially if you are new to SAP Financials and if you want to focus on Management Accounting, this course is the right starting point for you. What you will learn • Outline business concepts and methods involved in Management Accounting in SAP S/4HANA • Perform Planning in Integrated Business Planning for Finance and outline Integrated Planning in

Management Accounting • Perform daily Postings in Management Accounting and make use of System Integration • Carry out Period End Closing in Overhead Management Accounting, Product Cost Controlling

and Profitability Analysis BACK SAP S/4HANA Embedded Analytics Foundation (S4H40e) In this course participants will gain a comprehensive view of the S/4HANA embedded analytics real-time operational reporting tools. The course examines the tools by user type and how they fit within the wider scope of data warehousing and business intelligence.

What you will learn • Give an overview of the S/4HANA embedded analytics architecture • Explain the analytical offerings per user type • Give an Introduction to SAP Best Practices for Analytics with SAP S/4HANA • Explain the integration scenarios with SAP Business Warehouse BACK Robotic Process Automation for Beginners Robotic process automation (RPA) is one of the fastest growing technologies in today’s dynamic business world and is becoming an integral part of the digital transformation. The enterprises of the future will see human employees working hand-in-hand with software robots, or “bots”, creating many exciting career possibilities for forward thinkers. Now is the perfect time to get in at the beginning of this exciting workplace revolution. Are you ready to seize the moment? This 2 day course aims to give participants a glimpse into the limitless possibilities of robotic process automation. Participants will come away with a broad understanding of RPA itself, and will also learn how to use Kryon RPA to automate repetitive, computerized administrative tasks. What you will learn • Introduction to RPA: What is it? • Learn to develop a basic RPA script • Best practices for automation BACK Design Thinking in Action - The SEE Cycle If you are an entrepreneur, educator or PMET seeking revolutionary breakthroughs in creative thinking and innovation, you will benefit from this course. Going beyond conventional design thinking courses, this unique 3-step framework breaks down and demystifies the process of creative ideation that promotes originality, while encouraging out-of-the-box thinking. The SEE Cycle will help you sift through the jargon and gain insight into the cyclical and highly iterative creative thinking process. You will be encouraged to adopt an open and expansive mindset that will embrace risk-taking and deep inquiry. You will also understand the importance of human-centricity as you develop multiple options to address issues and pain-points of your business or organization. What you will learn • Overview Of Design Thinking • Introduction To The SEE Cycle • Beginning With The Right Mind-set • Presenting The Design Challenge • The Power Of Empathy • Identifying the Issue • Deconstruction and Reconstruction • Presentation and Critique • Generating New Ideas • Discovering the Impossible • Distilling the Best • Validating Viable Options • Presentation and Critique BACK

Fundamentals of the Personal Data Protection Act In today’s data-intensive economies, vast amounts of personal data are collected, used and processed. Organisations in Singapore are required to comply with the Personal Data Protection Act (PDPA) when they collect, use and disclose personal data.

This course will equip participants with an overview and understanding of the key legal and regulatory requirements of the PDPA and help them support their organisation’s compliance with the PDPA.

This course is suitable for Data Protection Officers (DPOs), compliance managers, human resource, IT, admin, sales and business development executives/managers who need to be involved in data protection matters. What you will learn The course will train participants to identify key legislative and regulatory requirements under the PDPA including the 9 key obligations under the PDPA, the provisions relating to “Do Not Call”. The role of the Data Protection Officer will also be discussed, as well as learning how to manage data breaches through a case study. BACK Data Security & Governance This course focuses on how to apply data governance regulations. You will learn about data classification, data security risks analysis, and implementation of data security policies, standards and controls in an organisational setting. What you will learn • What is data governance? • What are the underlying ethical issues related to data governance? • Role of policies and standards in the governing of data • Statutes related to data privacy, data protection and the underlying ethical issues • Developing and managing data policies and standards • Describing the data life cycle • Unstructured vs structured data • Data classification • Key management, data encryption • Data masking and tokenization BACK Coding for All This is a highly popular course that introduces you to coding through a hands-on and project-based approach. You will use the Python language in this course and learn how to develop simple applications from scratch. Python is an easy and accessible language to learn. Once you acquire an understanding of coding, you will know the basic principles involved in creating an application. What you will learn This course covers the basic concepts and techniques of coding in a language, such as Python To give the learner a realistic learning experience, hands on activity will be performed using one or more of the following tools: • IDLE • Pycharm

BACK Industry Attachment / Industry Project This programme involves project-based learning, where you are required to be either attached to companies or work on real-life projects for companies or centres, related to your course of study. You are expected to undertake various activities discussed with and assigned by the supervisors or participating host organisations. The programme enables you to apply knowledge and skills acquired in the course of your study to address practical problems in the real workplace. BACK

The information in this brochure is accurate at the time of updating (1 Dec 2020).

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21 Tampines Avenue 1, East Wing 1A Level 3, Unit 81, Singapore 529757www.tp.edu.sg/tsa

6788 1212

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Temasek SkillsFuture Academy