Python Machine Learning algorithms can derive trends (learn) from data and make predictions on data by extrapolating on existing trends. Companies can take advantage of this to gain insights and ultimately improve business. Using Python Machine Learning scikit-learn, practice how to use Python Machine Learning algorithms to perform predictions on data. Learn the below listed algorithms, a small collection of available Python Machine Learning algorithms.
Maximize the value of data assets in the oil and gas sector with EnergyEdge's assessment-based training course on Python programming and analytics.
About this Training Course One of the main challenges for today's managers is effectively leading and successfully communicating vision that inspires employees to perform. Good leadership engages people and employees who feel both engaged and enabled contribute to higher levels of growth and productivity. They will remain longer with the organisation, perform better and ultimately deliver better service to your customers. This popular 3 full-day course will equip you with key skills that you can utilise to maximise your staff's performance in line with the company's objectives. This interactive course will also empower you with strategic approaches to overcome the people challenges that you may encounter while enabling you to optimise your business strategies successfully. An ILM Recognised programme. Training Objectives What are the benefits that you will gain from attending this course? * Enhance your personal effectiveness and decision-making * Learn how to boost your influencing capability * Inspire enthusiasm, motivation and commitment * Communicate effectively across a multi-cultural team * Nurture your relationships and strengthen your team * Develop an empowering partnership team culture Target Audience Who should attend this course? Anyone involved in leading a business unit or a project team can attend. It covers relationships with host governments, contractors, suppliers and local communities which constitute critical alliances for the development of a project. This course is essential for team leaders, supervisors or managers from the following functions: Project management engineers from various technical disciplines Ad-hoc or special project team leaders in legal, technical & financial disciplines Country managers or business development officers of contractors JV management executives or officers Government officials or industry liaison officers Procurement or contracts executives or officers Trainer Your course leader is the author of Spirit IntelligenceTM and specialises in executive leadership facilitation and management development. He gained a first class honours degree in chemical engineering from Edinburgh University in Scotland and has undertaken postgraduate studies in psychology at Macquarie University in Sydney, Australia. Your course leader's corporate career spanned 14 years in Oil and Gas with BP, Amoco and AGL. Since 1993, he has worked across five continents with more than 170 clients including Rothschild, QBE, AT&T, Intel, Towers Perrin, Thomas Cook, Fujitsu, Nortel, Frank Russell, Electrolux, Arab Bank, Cable and Wireless, GSK, Merck, Sharpe and Dome, World Vision, Ericsson, IBM, Placer Dome Gold, Jim Beam, Ernst & Young and Commonwealth Bank of Australia. He focuses on what he calls tapping The Hidden Advantage to unleash the power of the whole person - the power of the body and mind, the passion of the emotions and the enthusiasm, motivation, commitment, initiative, creativity, resilience and persistence of the spirit in business. He is very experienced internationally in both skills enhancement and the strategic facilitation of tough and intractable client challenges. His approach is pragmatic. He provides his clients with a powerful range of practical tools and approaches to enable management to tap The Hidden Advantage latent in their staff and achieve optimum performance and results. A powerful and compelling speaker, he combines humour, energy and passion. He draws on a wealth of personal experience and thorough research. POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information post training support and fees applicable Accreditions And Affliations
About this Training Course In today's business environment, there has never been more of a need to make Asset Management and Maintenance more cost effective and efficient. By utilising the Reliability Centred Maintenance process (RCM), you can increase safety performance, reduce maintenance costs, improve the effectiveness of your operations, boost machine uptime, and gain a greater understanding of the level of risk your organisation manages. RCM is just one component of an overall integrated Asset Management Process. All participants will complete detailed pre-course questionnaires before this 3 full-day course, enabling the trainer to tailor course content in order to meet specific delegate needs. Participant objectives are re-visited before, during and after the course, allowing the trainer to focus on outcomes and address any participant concerns and specific issues during the program. Training Objectives At the end of this course, participants will be able to: Develop skills to carry out successful RCMs and introduce the RCM process into their own and their company's daily activities. Be aware of our changing business environment and the need to apply RCM to drive continuous improvement, in safety, cost reduction, and minimise their environmental footprint Understand the impact of human reliability and the various methods used to improve this important area Understand the basics of Change Management and the methods used to securely anchor this process and make it routine Develop an appreciation for a holistic 'Asset Management' program, and know where the RCM process fits in, and the benefits it will deliver Target Audience Reliability Centred Maintenance is primarily a team activity and benefits from a cross functional team participation. This course is aimed at managers, engineers, technicians and operators at all levels who are responsible for the operation and maintenance of plant equipment and who will benefit from the elimination of bad actors (recurring equipment failure) and continuous improvement in the areas of safety, environmental impact, reliability and integrity. Trainer Your expert course leader has enjoyed a 37-year career with Shell International in a variety of leadership roles predominantly in Turnaround, Maintenance and Engineering Management before he left in late 2017 to pursue his interest in Turnaround and Maintenance Management consultancy. He has undertaken several Asset Management and Engineering positions within Shell Australia including the implementation and establishment of formal Reliability Studies including FMEA, RCA, RCM, Maintenance Planning and Turnaround Management programs at Geelong Refinery. Additionally, he was appointed Shell's Regional Turnaround Advisor within Australia and South East Asia supporting Shell Operating Companies throughout several Australasian and European sites. In more recent times, he had been engaged to implement and establish a formal Turnaround Management program within Brunei Shell Petroleum as well as becoming the appointed Regional Turnaround Management Subject Matter Expert (SME), TA Network and Governance & Assurance lead for Shell within the Shell Australasian, Russian Federation and Indian Sub-Continent OpCo community. His career repertoire includes hands-on practitioner, supervisory, reliability, contracts and management roles and he holds several maintenance and engineering tertiary qualifications including an Associate Diploma in Mechanical Engineering. He has presented at several Maintenance, Reliability, Asset Management & Turnaround forums and conferences. POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information post training support and fees applicable Accreditions And Affliations
About this Training Course The Oil & Gas E&P industry is evolving from deep sea exploration to renewable sources of energy through windfarms and solar fields offshore. In tandem, OSBs will need to evolve for sustainability and revival from stagnant traditional Supply Base Models. The changing role of OSBs is toward support services for decommissioning projects and LNG Floating Terminals. In addition, the new geographical regions of East and South Africa are coming up at a faster pace. All such operations are dependent upon a complex network of transport and supply in order to deliver the staff, materials, machinery, and crew provisions where and when needed. This 3 full-day course is curated to enhance the skills and competencies of passionate professionals to plan and organise resources, minimise turnaround time for the vessels engaged in support of Offshore E & P operations. Various hands-on exercises can equip the participants to implement viable and feasible approaches for safe and efficient management of OSBs in compliance with continuously evolving international best practices and Oil & Gas standards. This course is specially developed for investors, business owners, senior executives and professionals from the offshore & marine logistics industry, with the following objectives: To provide a firm understanding about the role of an Offshore & Marine Supply Base in support of Oil & Gas E & P fleet operations, in contrast with traditional merchant shipping logistics. To provide an in-depth knowledge about the range and diversity of services being offered by Offshore & Marine Supply Bases ('OSB') in the target regions. To equip with the knowledge and information required for taking investment decisions when venturing in Offshore E & P Sector. To introduce contemporary techniques and tools required to identify target customer segments while developing a new OSB or expanding operations of an existing OSB. To elaborate comparative management methodologies for OSB facilities and services management, based on deployment of ICT solutions so as to deliver value added services to the customers. To learn to identify methodologies for sales and distribution of services to the customers and non-paying users of the OSB. To identify relevant state legislation for licensing & governing an OSB, and enforce through contractual obligations, rights and responsibilities of the parties as clients of an OSB. To develop and implement Business Processes with built-in Performance Evaluation Metrics for achieving competitive advantage over the peers in the OSB segment. To develop and implement integrated OSB's Risk Management framework. This course can also be offered through Virtual Instructor Led Training (VILT) format. Training Objectives Upon completion of this course, the participants will be able to: Implement and comply with the QHSSSE regulations and national or Port Controls regime for safe handling of import & export cargo and movements of the vessels. Establish role and responsibilities of the Offshore Supply Base management team. Plan and organise resources so as to minimise turnaround time for the vessels engaged in support of Offshore E & P and Windfarms operations. Plan and organise OSB cranes, vehicles, MHE, spaces and relevant facilities for storage, movement, and custody transfer of various types of solid and liquid cargo, tools, shackles, bulk materials in open yards and ships' gears. Be aware of potential emergency situations and how to respond and coordinate with relevant internal and external agencies. Manage safety of personnel of sub-contractors, stevedores', tenants, and ship crew, when engaged in OSB operations. Differentiate between various ships, technical and functional characteristics, safety requirements and potential hazards of each operation. Build competency in developing and maintaining documentary evidence for traceability for all works executed during the specific period or operation. Develop techniques for performance monitoring and continuous improvements based on lessons learned from each operation at the Base as well as from reports about peers in the similar business. Target Audience This course is intended for: Operations Management personnel from existing OSBs, Ports, Logistics & Warehouses, Offshore Fields, E & P Infrastructure Support services providers. Professionals who are interested in OSB segment of the Offshore & Marine Oil & Gas Industry. Participants who have no prior knowledge about OSB Operations and are new to the Offshore Logistics And highly recommended for: Managers, Engineers, and Professionals assigned to lead new initiatives in Logistics Management of Offshore & Marine Segments of Oil & Gas Industry. Course Level Intermediate Trainer Principal Management Consultant Chartered Valuer and Appraiser (CVA) FACICA | FAMTAC | FAIADR | M.S.I.D | Member, AIEN LL.M. (IP Law), M. Sc. (Maritime Studies), M. Tech (Knowledge Engineering), MBA, First Class CoC (MCA, UK), B. E. (Elect) Your expert course leader during the last 47 year period, has worked and consulted in the industry verticals encompassing: Technology, Oil & Gas Exploration & Production, Petrochemical Process Plants and Power Plant Construction Projects, Logistics & Warehousing, Marine, Offshore, Oil & Gas Pipelines, Infrastructure Development Projects (Ports, Offshore Supply Bases, Oil & Gas Terminals and Airports etc), EPCIC Contracts, and Shipyards, in South East Asia, Africa, Middle East, Americas and Europe. He serves as the Principal Management Consultant with a management consultancy in Hong Kong and Singapore, specialising in the fields of corporate management consultancy, international contracts reviews and alternative dispute resolutions services. He undertakes special assignments for conducting audits and valuation of intangible properties involving proprietary processes for licensed production, and licensing of intellectual property rights (IP Rights) in patents, trademarks, and industrial designs. He is frequently engaged for assignments like due diligence, acquisitions, mergers, resolving various operational issues, technology transfer and agency services contracts reviews, cost controls, and enhancement of Supply Chain Management. He has been conferred the credentials of Chartered Valuer & Appraiser (CVA) by SAC and IVAS, in accordance with the international valuation standards setting body IVSC. His consulting experience includes Charterparty Management, Business Process Re-engineering, Diversifications, Corporate Development, Marketing, Complex Project Management, Feasibility Studies, Dispute Resolutions and Market Research. He has successfully assisted Marine and offshore E & P clients in managing contractual disputes arising from various international contracts for upgrading & conversion projects. He continues to be actively engaged in claims reviews, mediation, arbitration, litigation, and expert witness related assignments, arising from international contracts and Charterparty Agreements. He graduated with a Bachelor's degree in Electrical Engineering, MBA in General Management, Master of Technology in Knowledge Engineering, Master of Science in Maritime Studies, and LL.M. (IP Law). He also holds professional qualifications in Business Valuations and Appraisers for CVA, arbitration, law, and marine engineering, including the Chief Engineer's First-Class Certificate of Competency (MCA, UK). He is further qualified and accredited as Certified International Arbitrator, Chartered Arbitrator, Sports arbitrator under CAS Rules, WIPO Neutral, Australian Communications and Media Authority (ACMA) Bargaining Code Arbitrator, Accredited Adjudicator and Accredited Mediator (Malaysia). He is admitted to the international panels of arbitrators and neutrals with WIPO, Geneva; ACICA, AMTAC and ACMA, Australia; BVIAC (British Virgin Islands); JIAC (Jamaica); HKIAC Hong Kong; AIAC, Malaysia; AIADR, Malaysia; KCAB, Seoul, South Korea; ICA, Delhi, India; ICC (Singapore); SISV, Singapore; SCMA, Singapore; SCCA, Saudi Arabia; VIAC Vienna, Austria; Thailand Arbitration Centre (THAC), and Mediator with AIAC Malaysia, CMC, and SIMI Singapore. POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information post training support and fees applicable Accreditions And Affliations
Course Objectives At the end of this course you will be able to: Record and edit a Macro Assign macros to keyboard shortcuts, Quick Access Toolbar, Buttons and Shape objects. Use the Visual Basic Editor; change the properties of an object; add a module to a project; write the code for a procedure and then run it; and use the Object Browser to search procedures Manipulate data by declaring variables of different data types; combine data by using expressions; use functions to accept input and display output; and declare variables and procedures with the appropriate scope Use decision structures to create procedures that make decisions; and use loop structures to perform repetitive tasks Create an error handling routine in case things go wrong with VBA code ' 1 year email support service Take a closer look at the consistent excellent feedback from our growing corporate clients visiting our site ms-officetraining co uk Customer Feedback Best Training Ever! Just finished a bespoke 1-1 training course in Excel Advanced, Macros & VBA. Pedro is an excellent trainer, imparting his skills and knowledge in the best way - appropriately to audience skills, knowledge and ability. Pedro is always approachable, encouraging and supportive, giving delegates the optimum learning environment. I would not hesitate to recommend Pedro as a trainer, whatever your level of ability. Amanda Morris - Treasury & Systems Accountant at Reall - Real Equity for All The trainer was very knowledgeable, kept everyone involved and was enthusiastic. A great experience.. Simon Harper - Lloyd's of London My learning experience was awesome. Perdinand Reagan - Subsea7 Very nice and relaxed approach to teaching. Was definitely a good learning experience. Jerome Pupe - S5 Agency World The Trainer – Very positive + patient + helpful + thorough Agnes Souza - Direct Wines ' With more than 20 years experience, we deliver courses on all levels of the Desktop version of Microsoft Office and Office 365; ranging from Beginner, Intermediate, Advanced to the VBA level. Our trainers are Microsoft certified professionals with a proven track record with several years experience in delivering classroom, one to one, tailored and bespoke courses. Tailored In Company training: You can choose to run the course exactly as they are outlined by us or we can customise it so that it meets your specific needs. A tailored or bespoke course will follow the standard outline but may be adapted to your specific organisational needs. Introduction to Macros and VBA Introducing Visual Basic for Applications Recording a Macro Naming conventions for Macro Procedures Running a Macro Absolute or Relative Cell Referencing Saving and Opening Files with Macros Making macros always available Adding Macros to Keyboard Shortcuts, Quick Access Toolbar, Buttons and Shapes Editing a Macro in the Visual Basic Editor Understanding the Development Environment Customising the Editor Tips for General Typing in VBA Using Visual Basic Help Working with Procedures Program Design Understanding Modules Naming Rules Creating a Module Understanding Procedures Programming Macro Concepts Creating a Subroutine Creating a Function Understanding Arguments Exiting Procedures Calling Procedures Objects, Properties, Methods and Events Understanding Objects Properties, Methods, and Events Navigating the Object Hierarchy Understanding Collections Accessing a Member of a Collection Understanding Hierarchy Using the Object Browser Using the With Statement Working with Properties Working with Methods Creating an Event Procedure Reserved Macro Names Using Expressions, Variables and Intrinsic Functions Understanding Expressions and Statements Declaring Variables Understanding Data Types Determining the Value of Variables Working with Variable Scope Using Built-in VBA Functions Understanding Constants Using Message Boxes Controlling the Answer to a Message Box Using Input Boxes Declaring and Using Object Variables Controlling Program Execution Understanding Control-of-Flow Structures Using the If...End If Decision Structures Nested If Statements Using the Select Case ... End Select Structure Using the Do ... Loop Structure Using the For ... Next Structure Using the For Each ... Next Structure Guidelines for Use of Control-of-Flow Structures Debugging and Handling Errors Understanding Errors Using Debugging Tools Setting Breakpoints and Using Break Mode Stepping Through Code Trapping Errors with the On Error Statement Understanding the Err Object Working with Inline Error Handling Writing an Error-Handling Routine Working with Forms and Controls Understanding UserForms Creating a Form Displaying and Removing a Form Aligning and Sizing Controls Using the Toolbox Working with a Form's Properties, Methods, and Events Working with Form and Control Properties, Methods and Event Setting the Tab Order Populating a Control Who is this course for? Who is this course for? This course is designed to give proficiency in the Visual Basic Editor (VBE), predominantly making use of Excel objects, understanding Object's Properties, Events and Methods, basic VBA Object oriented programming, event handling, control structures, and debugging tools. Requirements Requirements Preferably, delegates should have attended the Excel Advanced course. Career path Career path Excel know-how can instantly increase your job prospects as well as your salary. 80 percent of job openings require spreadsheet and word-processing software skills
Introduction to Virtualization course description A comprehensive tour of virtualization. The course concentrates on the actual technologies involved as opposed to any one vendor solution. What will you learn Explain the concepts of virtualization. Partition servers. Create Virtual Machines. Introduction to Virtualization course details Who will benefit: Anyone looking for an introduction to Virtualization. Prerequisites: None. Duration 2 days Introduction to Virtualization course contents Virtualization Concepts What is Virtualisation? What are virtual machines (VMs)? Virtualisation Landscape. Network Virtualisation. Suitability for Organisations. Advantages of deploying Virtualisation. Downsides of deploying Virtualisation. Overview of Virtualisation products. Hypervisors What is a hypervisor? Difference between type 1 and 2 hypervisors. Available hypervisors. Hypervisors and device drivers. Hands on: Installing Oracle VirtualBox on Windows. Creating/Importing/Configuring VMs. Virtualization Hosts Hardware and resource requirements. Installation of the hypervisor. Hands on: Installing Hyper-V role into Windows Server. Creating/Importing/Configuring VMs. Virtual Machines Creating virtual machines. Resource requirements. Settings. Installation of the guest OS. Additional tools/ extensions for hypervisor integration. VM files and their uses. Virtual hard disk and their formats. Hardware pass through. Hands on: Connecting to VMWare ESXi via WebGUI and using ESXi to create/import/configure VMs. VM Snapshots/Checkpoints What is a snapshot? How to use them and how they impact performance? Creating/deleting/merging of snapshots. Hands on: Using ESXi to create/manage snapshots. Command Line use on the Hypervisor Interacting with the hypervisor through the command line. Simple commands to configure the hypervisor and VMs. Simple scripts. Hands on: Connecting to VMWare ESXi via PowerCLI to manipulate VMs and snaphshots. Virtualization Storage Different types of storage: local vs remote. Local and remote storage technologies. Configuring storage. Hands on: Using ESXi to deploy VMs on remote NFS storage. Virtual Networking How is networking done in virtualization environments. What is a virtual switch and vNIC and what are their performance characteristics? NIC teaming and trunking in the virtual world. Port groups and isolation. Physical NICs and their use in virtual switches. Hands on: Using ESXi to create and configure vswitches and networking. Templates and clones What is a template? What is a clone? When to use templates and clones to optimize VM deployment. Migrating/Importing VMs What is migration? Migrating compute and storage. Importing VMs from files or physical machines. Hands on: Using VMWare vCenter Server to clone/ template/migrate VMs, tag resources, create local user accounts and assign permissions. VMs and Backups Taking backups of your VMs. Restoring your VMs from backups. Virtualization and Licensing Different licensing models and costs. Containerization Concepts What is a container and how is it different from a virtual machine. When to use containers. Docker and Kubernetes
This is a theoretical and practical introductory group tuition during which you will be taught common, essential leather crafting and basic sewing techniques.You will be taught how to correctly use hand tools, how to hand sew leather and understand the most common finishing techniques used in bag and accessory making.You will learn about different types of leather and understand how to select the correct type of material(s) for your project. You will receive an overview of the technical aspects of working with leather and constructing bags and accessories such as preparing, marking, cutting, gluing, reinforcing, debossing and more.You will produce your own samples of work to take home with you.You will receive relevant, useful and informative handouts as well as lists of leather and tool suppliers.This is a professional course delivered by a prototype maker and manufacturer, with the aim of providing an overview and hands-on experience on more common leather working practices. At the end of the tuition you will have:– Gained an understanding of leather types and tanning methods– Understood what it means to work with different leather types and thicknesses and have the ability to source and select the correct tools and materials for your projects.– Gained confidence in using specific tools for preparing, marking, finishing and cutting leather.– Understood and practiced leather craft techniques such as beveling and burnishing techniques– Learnt basic leather hand sewing techniquesWHAT WILL BE TAUGHT?Below is a list of topics covered during the classes:– Understanding leather: overviews on types of leather, tanning, finishings and best use– Vegan leathers: an overview on different types and features– Understanding the importance of choosing the right materials for your project and the right tools for your materials– Leather preparing, pattern placement and marking on leather– Cutting complex shapes using a variety of tools– Using leather punches– Understanding the use of skiving, beveling and grooving– Finishing leather edges: painting vs burnishing– Using various leather glues and tapes– Understand the use of reinforcements, fusings and stabilisers to back leather– To learn basic leather hand sewing techniques– To understand the tools and materials used in saddle stitching– Prototyping and manufacturing leather goods: mentions of different working methods, machines and tools IMPORTANT TO KNOW:We will always try to cover as much on the syllabus as possible and depending on your ability and previous experience, we might not be able to complete the program or we might instead be able to teach you additional techniques relating to the above listed topics, such as:– Understanding fittings, closure types, fastening techniques and tools: sam browns, magnets, pop buttons, eyelets, etc– Sew and finish simple zips styles, handles and straps– Understanding options and the construction of how to line bags and accessories INCLUDED IN THE COURSE:You will be provided with useful digital and paper handouts which contain:– A list of tools and materials used during the lesson(s), including a description of what they are and how they are used– A list of recommended suppliers for both leather and fittings (physically in London and online)– A glossary containing information about leather types and characteristics WHAT ARE THE ENTRY REQUIREMENTS?This course is suitable for total beginners, beginners with some experience and intermediate.You should be able to use measurements and understand verbal and written English instructions. ARE THERE ANY OTHER COSTS? IS THERE ANYTHING I NEED TO BRING?Materials are included.Feel free to bring a notepad, if you would like to take some notes, we will provide the rest. HOW LONG IS THIS TUITION?:This tuition will require up to 6.5 hours to complete.We aim to provide customised and high quality tuition services and by only allowing up to 6 students at a time, we are able to focus on each person needs and interests.As every student has a different level of ability and previous experience, this course might lead some students to complete the core aspects of the lesson in a shorter time frame than others.Students who complete the course early will be welcome to stay and use the studio facilities to exercise on the topics of the lesson.
Microsoft Access training course description A hands on course providing a solid grounding in Microsoft Access. What will you learn Use and customise the Microsoft Access environment. Select, use and customise queries. Define tables. Design forms and reports. Recognise the use of macros. Microsoft Access training course details Who will benefit: Anyone wishing to work with Microsoft Access. Prerequisites: Database fundamentals Duration 3 days Microsoft Access training course contents Introducing databases Flat file databases, Relational databases, the objects defined in an Access database, planning a simple relational database. Open Access and create a database The database wizards, tables, creating and amending tables, using field properties to improve the quality of data entry and system performance, the primary key. Working in datasheet view View, add, modify and delete records, find records. Advantages and disadvantages of entering data directly into a table. Queries Sort and select records form a single table, advantages and disadvantages of entering data via a query, define simple calculated expressions, use 'Totals' queries. Forms Use the form wizards, basic editing of objects created using the form wizards, Data-entry in form view. Reports Use the report wizard, basic editing of objects created using the report wizard, print reports. The multi table environment Plan and create a related table, define a one-to-many relationship, write multi-table queries and use the 'AutoLookup' feature, use the form wizard to create a subform and carry out data-entry in a main/subform, print and amend reports, use the report wizard to create reports based on multi-table. Relationships Working with one-to-one and one-to-many relationships, recognising and handling many-to-many relationships, referential integrity. Select queries Select queries based on related tables, parameter queries, Crosstab, find unmatched queries and Find Duplicate, the implications of the Join properties in a relational query, conditional expressions, and working with the expression builder. Action queries Make table queries, append queries, update queries, delete queries. Customising forms. Using the Toolbox, calculated controls, Combo and List boxes, query by form, working with form and control properties, domain aggregate functions. Reports Report and control properties, customising sorting and grouping, calculated controls on reports, Sub-reports, editing and altering a report's source. Macros Introduction to macros.