Duration 5 Days 30 CPD hours This course is intended for Experienced Programmers and Systems Administrators. Overview Throughout the course students will be led through a series of progressively advanced topics, where each topic consists of lecture, group discussion, comprehensive hands-on lab exercises, and lab review. This course is ?skills-centric?, designed to train attendees in core Python and web development skills beyond an intermediate level, coupling the most current, effective techniques with best practices. Working within in an engaging, hands-on learning environment, guided by our expert Python practitioner, students will learn to: ? Create working Python scripts following best practices ? Use python data types appropriately ? Read and write files with both text and binary data ? Search and replace text with regular expressions ? Get familiar with the standard library and its work-saving modules ? Use lesser-known but powerful Python data types ? Create 'real-world', professional Python applications ? Work with dates, times, and calendars ? Know when to use collections such as lists, dictionaries, and sets ? Understand Pythonic features such as comprehensions and iterators ? Write robust code using exception handling An introductory and beyond-level practical, hands-on Python training course that leads the student from the basics of writing and running Python scripts to more advanced features. An Overview of Python What is python? 1 -- An overview of Python What is python? Python Timeline Advantages/Disadvantages of Python Getting help with pydoc The Python Environment Starting Python Using the interpreter Running a Python script Python scripts on Unix/Windows Editors and IDEs Getting Started Using variables Built-in functions Strings Numbers Converting among types Writing to the screen Command line parameters Flow Control About flow control White space Conditional expressions Relational and Boolean operators While loops Alternate loop exits Sequences About sequences Lists and list methods Tuples Indexing and slicing Iterating through a sequence Sequence functions, keywords, and operators List comprehensions Generator Expressions Nested sequences Working with files File overview Opening a text file Reading a text file Writing to a text file Reading and writing raw (binary) data Converting binary data with struct Dictionaries and Sets About dictionaries Creating dictionaries Iterating through a dictionary About sets Creating sets Working with sets Functions Defining functions Parameters Global and local scope Nested functions Returning values Sorting The sorted() function Alternate keys Lambda functions Sorting collections Using operator.itemgetter() Reverse sorting Errors and Exception Handling Syntax errors Exceptions Using try/catch/else/finally Handling multiple exceptions Ignoring exceptions Modules and Packages The import statement Module search path Creating Modules Using packages Function and Module aliases Classes About o-o programming Defining classes Constructors Methods Instance data Properties Class methods and data Regular Expressions RE syntax overview RE Objects Searching and matching Compilation flags Groups and special groups Replacing text Splitting strings The standard library The sys module Launching external programs Math functions Random numbers The string module Reading CSV data Dates and times Working with dates and times Translating timestamps Parsing dates from text Formatting dates Calendar data Working with the file system Paths, directories, and filenames Checking for existence Permissions and other file attributes Walking directory trees Creating filters with fileinput Using shutil for file operations 17 ? Advanced data handling Defaultdict and Counter Prettyprinting data structures Compressed archives (zip, gzip, tar, etc.) Persistent data Advanced data handling Defaultdict and Counter Prettyprinting data structures Compressed archives (zip, gzip, tar, etc.) Persistent data Network services Grabbing web content Sending email Using SSH for remote access Using FTP Writing real-life applications Parsing command-line options Detecting the current platform Trapping signals Implementing logging Python Timeline Advantages/Disadvantages of Python Getting help with pydoc
Duration 5 Days 30 CPD hours This course is intended for This introductory-level Python course is geared for experienced users who want to use Python in web development projects, or system administrators and web site administrators who want to use Python to support their server installations, as well as anyone else who wants to automate or simplify common tasks with the use of Python scripts. Basic familiarity with any programming or scripting language would be helpful, along with a working, user-level knowledge of Unix/Linux, Mac, or Windows. Overview This course is approximately 50% hands-on, combining expert lecture, real-world demonstrations and group discussions with machine-based practical labs and exercises. Our engaging instructors and mentors are highly experienced practitioners who bring years of current 'on-the-job' experience into every classroom. Throughout the hands-on course students, will learn to write essential Python scripts using the most current and efficient skills and techniques. Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Create working Python scripts following best practices Use python data types appropriately Read and write files with both text and binary data Search and replace text with regular expressions Get familiar with the standard library and its work-saving modules Use lesser known but powerful Python data types Create 'real-world', professional Python applications Work with dates, times, and calendars Know when to use collections such as lists, dictionaries, and sets Understand Pythonic features such as comprehensions and iterators Write robust code using exception handling Mastering Python Programming is an introductory and beyond-level practical, hands-on Python training course that leads the student from the basics of writing and running Python scripts to more advanced features such as file operations, regular expressions, working with binary data, and using the extensive functionality of Python modules. Extra emphasis is placed on features unique to Python, such as tuples, array slices, and output formatting. This comprehensive, practical course provides an in-depth exploration of working with the programming language, not an academic overview of syntax and grammar. Students will immediately be able to use Python to complete tasks in the real world. An overview of Python What is python? Python Timeline Advantages/Disadvantages of Python Getting help with pydoc The Python Environment Starting Python Using the interpreter Running a Python script Python scripts on Unix/Windows Editors and IDEs Getting Started Using variables Builtin functions Strings Numbers Converting among types Writing to the screen Command line parameters Flow Control About flow control White space Conditional expressions Relational and Boolean operators While loops Alternate loop exits Array types About array types (AKA sequences) Lists and list methods Tuples Indexing and slicing Iterating through a sequence Nested sequences Sequence functions, keywords, and operators List comprehensions Generator Expressions Working with files File overview Opening a text file Reading a text file Writing to a text file Reading and writing raw (binary) data Converting binary data with struct Dictionaries and Sets About dictionaries Creating dictionaries Iterating through a dictionary About sets Creating sets Working with sets Functions Defining functions Parameters Global and local scope Nested functions Returning values Sorting The sorted() function Alternate keys Lambda functions Sorting collections Using operator.itemgetter() Reverse sorting Errors and Exception Handling Syntax errors Exceptions Using try/catch/else/finally Handling multiple exceptions Ignoring exceptions Modules and Packages The import statement Module search path Creating Modules Using packages Function and Module aliases An Introduction to Python Classes About o-o programming Defining classes Constructors Methods Instance data Properties Class methods and data Regular Expressions RE syntax overview RE Objects Searching and matching Compilation flags Groups and special groups Replacing text Splitting strings Using the Standard Library The sys module Launching external programs Math functions Random numbers Reading CSV data Dates and Times Working with dates and times Translating timestamps Parsing dates from text Formatting dates Calendar data Working with the File System Paths, directories, and filenames Checking for existence Permissions and other file attributes Walking directory trees Creating filters with fileinput Using shutil for file operations Advanced Data Handling Defaultdict and Counter Prettyprinting data structures Compressed archives (zip, gzip, tar, etc.) Persistent data Network Programming Using requests Grabbing web content Sending email Using SSH for remote access Using FTP Writing real-life applications Reading input files a la Unix Parsing command-line options Detecting the current platform Implementing logging Additional course details: Nexus Humans Mastering Python Programming (TTPS4820) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Mastering Python Programming (TTPS4820) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
Duration 5 Days 30 CPD hours This course is intended for This course is intended for project team members and other key users (persons from special departments) responsible for creating and optimizing a cross location supply plan including production, procurement and distribution plans. In this course, students gain an understanding of how to create cross-location production plans, distribution resource plans, and procurement plans taking into account work center capacities, supplier capacities, and transportation capacities in SAP APO. Course Outline Overview of Supply Chain Planning in SAP SCM (APO), Integration with Demand Planning (DP) and Production Planning (PP/DS) Overview of exchanging master and transaction data with SAP ECC Master data for supply network planning, interchangeability and shelf live Configuring Supply Network Planning and interactive planning using planning books and macros Introduction to the Planner Home Page (EhP 3) Collaborative Supply Planning (supplier and manufacturer exchange data over the Internet) Integrated exception management in the alert monitor Discussions about the different planning methods: Heuristic including capacity leveling, optimization, capable-to-match, and VMI. Standard and advanced Cross-location safety stock planning Deployment: Implementing stock transport requisitions into manageable stock transport orders. Calculating and optimizing short-term replenishment plans for distribution centers and customers Transport Load Builder (TLB): Grouping stock transfers by threshold values for volumes, weight and pallets. Additional course details: Nexus Humans SCM230 SAP Supply Network Planning (APO-SNP) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the SCM230 SAP Supply Network Planning (APO-SNP) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
Description: This Microsoft Office 2007 Excel Advanced - Complete Video Course builds on knowledge gained in the Introduction and Intermediate courses. In Advanced Microsoft Office Excel 2007, you will explore the many data analysis tools available in Excel, such as formula auditing, goal seek, Scenario Manager and subtotals. Additionally, during this course you will use advanced functions, learn how to apply conditional formatting, filter and manage your data lists, create and manipulate PivotTables and PivotCharts and record basic macros. You will also learn to use key advanced financial, logical, text, statistical and math, and lookup functions, audit formulas for errors, analyze data using subtotals, goal seek and the scenario manager, use custom and conditional formatting, manage data with tables, filtering and sorting, create, edit and format PivotTables and PivotCharts, import and export date to and from a workbook, create and use macros. So, by taking this course you will have a complete understanding of the higher functions of Excel. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Microsoft Office 2007 Excel Advanced - Complete Video Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Microsoft Office 2007 Excel Advanced - Complete Video Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Advanced Functions Logical Functions FREE 00:08:00 Math and Statistical Functions 00:06:00 Financial Functions 00:03:00 Displaying and Printing Formulas 00:02:00 Lookups and Data Tables Using Lookup Functions 00:03:00 Using MATCH and INDEX 00:01:00 Creating Data Tables 00:03:00 Advanced List Management Validating Cell Entries 00:01:00 Exploring Database Functions 00:01:00 PivotTables and PivotCharts Working with PivotTables 00:04:00 Rearranging PivotTables 00:02:00 Formatting PivotTables 00:02:00 PivotCharts 00:01:00 Exporting and Importing Exporting and Importing Text Files 00:07:00 Exporting and Importing XML Data 00:02:00 Querying External Databases 00:03:00 Analytical Options Goal Seek and Solver 00:05:00 The Analysis ToolPak 00:01:00 Scenarios 00:02:00 Views 00:01:00 Macros and Custom Functions Running and Recording a Macro 00:02:00 Working with VBA Code 00:01:00 Creating Functions 00:05:00 Conditional Formatting and SmartArt Conditional Formatting with Graphics 00:03:00 SmartArt Graphics 00:02:00 Mock Exam Mock Exam- Microsoft Office 2007 Excel Advanced - Complete Video Course 00:20:00 Final Exam Final Exam- Microsoft Office 2007 Excel Advanced - Complete Video Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Description: This Microsoft Office 2013 Excel Advanced - Complete Video Course covers the advanced functions and features of Excel 2013. You will learn about working with multiple worksheets and automating and auditing worksheets, how to update workbook properties, and how to apply conditional formatting. You will also learn how to export, analyze and present Excel data. This Advanced level is designed for you to gain the skills necessary to use pivot tables, audit and analyze worksheet data, utilize data tools, collaborate with others, and create and manage macros. This course is intended for them who have intermediate skills with Microsoft Excel 2013, and want to learn more advanced skills or want to learn the topics covered in this course in the 2013 interface. So, brush up your basic and intermediate knowledge and be an expert with the help of this course. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Microsoft Office 2013 Excel Advanced - Complete Video Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Microsoft Office 2013 Excel Advanced - Complete Video Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Automating Worksheet Functionality Update Workbook Properties FREE 00:07:00 Create and Edit a Macro 00:15:00 Apply Conditional Formatting 00:09:00 Add Data Validation Criteria 00:10:00 Auditing Worksheets Trace Cells 00:05:00 Troubleshoot Invalid Data and Formula Errors 00:12:00 Watch and Evaluate Formulas 00:10:00 Create a Data List Outline 00:09:00 Analyzing and Presenting Data Create Sparklines 00:13:00 Create Scenarios 00:12:00 Perform a What If Analysis 00:19:00 Perform a Statistical Analysis with the Analysis ToolPak 00:06:00 Create Interactive Data with Power View 00:10:00 Working With Multiple Workbooks Consolidate Data 00:10:00 Link Cells in Different Workbooks 00:10:00 Merge Workbooks 00:08:00 Exporting Excel Data Export Excel Data 00:06:00 Import a Delimited Text File 00:09:00 Integrate Excel Data with the Web 00:11:00 Create a Web Query 00:08:00 Mock Exam Mock Exam- Microsoft Office 2013 Excel Advanced - Complete Video Course 00:20:00 Final Exam Final Exam- Microsoft Office 2013 Excel Advanced - Complete Video Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Machine learning is a vital aspect of data science, and it is the fundamental building block of artificial intelligence. This course is designed to help you master the basics of machine learning by taking you through ten comprehensive modules. Learning outcomes: Understand the basic principles of machine learning and its significance in today's world. Learn how to use Minitab for data analysis and data cleaning. Understand how regression trees and classification trees work and how to apply them. Understand binary logistic regression and its applications. Understand data modelling and how to use different predictors. Learn how to evaluate and improve the performance of machine learning models. The Machine Learning Basics course is designed to help individuals develop a fundamental understanding of machine learning. In this course, you will learn about the basics of machine learning, including regression, predictors, data cleaning, and data models. Additionally, you will learn how to use Minitab for data analysis and how to apply binary logistic regression, regression trees, and classification trees. The course includes ten comprehensive modules that will help you develop the skills you need to become a machine learning expert. This course is for anyone who wants to learn the basics of machine learning, including students, data analysts, and business professionals. By the end of the course, you will have a deep understanding of machine learning principles, including how to apply machine learning algorithms to solve real-world problems. Certification Upon completion of the course, learners can obtain a certificate as proof of their achievement. You can receive a £4.99 PDF Certificate sent via email, a £9.99 Printed Hardcopy Certificate for delivery in the UK, or a £19.99 Printed Hardcopy Certificate for international delivery. Each option depends on individual preferences and locations. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Students who want to learn about machine learning. Data analysts who want to enhance their skills. Business professionals who want to understand machine learning. Anyone who wants to develop a fundamental understanding of machine learning. Career path Career paths related to this industry are: Data analyst: £20,000 - £50,000 per year Machine learning engineer: £30,000 - £90,000 per year Data scientist: £35,000 - £80,000 per year Business intelligence analyst: £25,000 - £55,000 per year Artificial intelligence (AI) specialist: £45,000 - £100,000 per year Software engineer: £25,000 - £70,000 per year
Managing Successful Machine Learning Projects Machine learning projects are a different beast. You have to secure access to the required data, often from multiple siloed sources. You have to switch back and forth between research mode and execution mode. You have to delicately guide data exploration towards a well-defined machine learning objective. You have to align this machine learning objective with your business objectives. You have to ensure that any sensitive data is adequately protected. How do you tame this beast and lead your project to successful completion? In this presentation, Dr. Neeraj Kashyap will share some practical tips for succeeding at machine learning, gained from his years at Google and in healthcare. We will discuss the life cycles of healthy machine learning projects and unhealthy ones so that you can identify impending disasters and avert them before they get out of hand. Throughout the session, we will emphasize data privacy, because no amount of intelligence is worth compromising your users for.
Duration 1 Days 6 CPD hours This course is intended for This course is intended for people in a variety of roles and fields who have a basic understanding of Microsoft Office and want to incorporate digital note-taking and note collaboration by using OneNote for Windows 10. In addition to creating and modifying OneNote notebooks, this course will introduce you to inserting images and files into notebooks, managing notebooks, and sharing content. Overview In this course, you will develop digital note-taking skills by creating, modifying, and managing OneNote notebooks. You will: Navigate and customize the OneNote for Windows 10 environment. Add and format text, images, tables, and drawing objects in a notebook. Use tags, organize notebooks, and search notebook content. Send and share notebook content. Configure password protection and restore deleted notebook content. In our fast-paced digital world, the need to capture ideas, meeting notes, and to-do items is ever present. Microsoft© OneNote© for Windows© 10 provides a way for you to efficiently create and collect your notes in an electronic notebook. This course will introduce you to using OneNote notebooks to store a wide variety of content in an organized structure, access the content from anywhere, and also share it with others. Getting Started with OneNote Topic A: Navigate the OneNote for Windows 10 Environment Topic B: Customize the OneNote User Interface Adding and Formatting Notebook Content Topic A: Apply Formatting to Notebook Content Topic B: Insert Files Topic C: Insert Tables Topic D: Use Drawing Tools Organizing and Searching Notebooks Topic A: Use Tags Topic B: Organize and Search Notebooks Sending and Sharing OneNote Content Topic A: Share OneNote Content Topic B: Share OneNote Content Using OneDrive Managing Notebook Content Topic A: Configure Password Protection Topic B: Restore Notebook Content
Duration 1 Days 6 CPD hours This course is intended for This course is intended for business users and knowledge workers in a variety of roles and fields who have competence in a desktop-based Microsoft Office productivity suite, and who are now extending Microsoft Office to a collaborative cloud-based Office 365 environment. Overview In this course, you will build upon your knowledge of the Microsoft Office desktop application suite to work productively in the cloud-based Microsoft Office 365 environment. You will: Sign in, navigate, and identify components of the Office 365 environment. Create, edit, and share documents with team members using the Office Online apps, SharePoint, OneDrive for Business, and Teams Collaborate using Teams. Configure Teams. This course introduces several productivity apps including SharePoint, OneDrive and Teams that can be used in combination by teams for communication and collaboration. Outline for Teams About What is Microsoft Teams? Overview How to Access Microsoft Teams Etiquette for using teams Integration Capabilities SharePoint OneDrive Interface Storage ? OneDrive & SharePoint Permissions & Access Owner, Member & Guest Communication and Collaboration Team Conversations Private conversations Mentions Inviting people Search Settings and Customization Use the search tool to find specific messages, files or people Working with Files Create new files Upload files Attaching or sharing Files Edit and Collaborate on files Open files in SharePoint OneDrive for personal files Administration (Champions) Add members to a Team Access administrator settings Meetings and calls Initiate a meeting on demand Schedule a meeting and invite attendees Meetings and Outlook Introduction to SharePoint What is SharePoint Understanding your permissions Logging into SharePoint Working with SharePoint sites Working with SharePoint sites Navigate, browse and search in a site Follow a site Working with documents Navigate a library Open and edit a document Upload or create a document in a library Share a file Set alerts for files Use checkout and check-in Team collaboration Versioning Getting Started (OneDrive Outline) Sign in, access and navigate Working with files and folders Upload files Organize files and folders Rename. Copy and download files Delete and recover files Search Use OneDrive with Office Save an office file online to OneDrive Use OneDrive with desktop office Versioning Share files Co-authoring
Become an accomplished Microsoft Excel professional with this engaging, innovative online distance learning course. Through exercises that put knowledge gained from video and handout lessons into practice, you will master higher Excel functions such as performing statistical analyses, creating and editing macros, and utilising advanced formulas, as well as broader business administration and IT skills. Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Who is this course for? Level 3 Diploma in Microsoft Excel 2016 is suitable for anyone who want to gain extensive knowledge, potential experience and professional skills in the related field. This is a great opportunity for all student from any academic backgrounds to learn more on this subject.