This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, follow a methodical workflow to develop sound solutions, use open-source, off-the-shelf tools to develop, test, and deploy those solutions, and ensure that they protect the privacy of users. This course includes hands-on activities for each topic area.
Python training course description This Python course focusses on teaching Python for use in network automation and network DevOps. We focus on getting delegates up and running with Python and network automation as quickly as possible rather than making them great programmers. In other words we concentrate on enabling delegates to use network automation libraries such as netmiko, NAPALM and Nornir, and APIs such as NETCONF and RESTCONF rather than enabling delegates to produce object oriented programs. Hands on sessions use Cisco and Juniper devices. What will you learn Run Python programs. Read Python programs. Write Python programs. Debug Python programs. Automate network tasks with Python programs. Configure network devices with Python. Collect data from network devices with Python. Python training course details Who will benefit: Network engineers. Prerequisites: TCP/IP Foundation Duration 5 days Python training course contents What is Python? Programming languages, Why Python? Python in interactive mode, Python scripts, ipython, Python version 2 versus version 3. A simple Python script. Comments. Hands on Installing Python, Hello world. A network example On box vs off box Python. telnet, ssh, NETCONF, HTTP, APIs, manufacturers and API support, analysis of a simple telnetlib program. Hands on Using Python to retrieve the configuration from a network device. Using wireshark to analyse the actions. Python basics I/O, operators, variables and assignment, types, indentation, loops and conditionals. Hands on Modifying the telnet program, changing configurations on a network devices. Functions, classes and methods What are functions, calling functions, builtin functions, useful builtin functions, file handling, classes, objects, creating instances. Hands on Storing configurations in files, configuring devices from files, using an inventory file to work on multiple devices. Libraries and modules Modules, files and packages, import, from-import, Python standard library, other packages, pip install, executing other programs. Managing python libraries. Hands on Using pip, installing and using ipaddress, subprocess to access netsnmp. For the more advanced, using the sockets library. Paramiko and netmiko SSH, enabling SSH on devices, keys. Paramiko versus netmiko, example scripts. pexpect. Hands on Configuring VLANs from Python. pySNMP Gathering facts using previous methods, SNMP review, pySNMP GET, pySNMP and SNMPv3. easySNMP library. Hands on Walking a MIB from Python. NETCONF What is NETCONF? Enabling NETCONF on devices, A first ncclient script, device handlers, get_config, edit_config, copy_config, delete_config, commit, validate, pyEZ, utils_config, utils.sw. Hands on Configuration using ncclient and PyEZ. This session is expanded for those interesting in JunOS automation. Manipulating configuration files Builtin functions, string handling. Unicode. Sequences, strings, lists, tuples. Dictionaries. TextFSM. Regular expressions. JSON, YAML, XML, YANG, Jinja2, templates. Hands on Jinja2 templating with Python to configure network devices. NAPALM Getters, configuration operations, supported devices, NAPALM transport, Config-replace, Config-merge, Compare config, Atomic changes, rollback. Example NAPLAM scripts. Hands on Using NAPALM to gather facts, Using NAPALM for configuration management REST and RESTCONF What is REST, HTTP methods, GET, POST, cURL, Postman, Python requests library. RESTCONF, a RESTCONF example. Hands on Modifying a configuration using RESTCONF. Scapy What is scapy, Scapy in interactive mode, Scapy as a module. Hands on Packet crafting from Python. Warning Errors and exceptions, Exception handling, try, except. Memory management. Garbage collection. Context management, With. Hands on Improving Python code. Nornir What is Nornir? A network automation framework, inventories, connection management and parallelization. Nornir architecture and other libraires. Hands on Setting up nornir, nornir fact gathering, nornir tasks. Optional Writing your own functions, Writing your own classes. pyntc. Hands on Writing reusable code.
In-house training courses on electric and hydrogen vehicle technologies, charging infrastructure and how they work.
In this course you will understand what mentoring is about, understand your roles in the process. Gain self-insight into your own interpersonal style and way of relating to others that may affect mentoring interactions.
The ability to identify and respond to changing trends is a hallmark of a successful business. Whether those trends are related to customers and sales, or to regulatory and industry standards, businesses are wise to keep track of the variables that can affect the bottom line. In today's business landscape, data comes from numerous sources and in diverse forms.
Over the course of this weekend with classes running from 9am to 4pm each day we will develop the fundamental skills to take you into the the ancient Daosit process of Nei Gong using the tools of the Ji Ben Qi Gong set. This will be an intensive weekend that will transfer to you the knowledge and skills to begin a proper exploration of the internal arts and the transfomational journey of mind, body and soul it can take you on. The course will run from 9am to 4pm each day and be taught by Jaemie, who is a recognised Qi Gong instructor under the banner of Lotus Nei Gong International and who has close to a decade of experience in the internal arts and over 30 years in the eastern arts in general. We have a friendly and welcoming group training on a regular basis and you are more than welcome to join us for some practice. Please check our website for a detailed explanation of Nei Gong and internal arts practice.
Windows PowerShell training course description This course is intended for IT Professionals who are already experienced in general Windows Server and Windows Client administration, and who want to learn more about using Windows PowerShell for administration. No prior experience with any version of Windows PowerShell, or any scripting language, is assumed. This course is also suitable for IT Professionals already experienced in server administration, including Exchange Server, SharePoint Server, SQL Server, System Center, and others. What will you learn Work with Windows PowerShell pipeline. Query system information by using WMI and CIM. Work with variables, arrays, and hash tables. Write advanced scripts in Windows PowerShell. Administer remote computers. Use advanced Windows PowerShell techniques. Windows PowerShell training course details Who will benefit: IT professionals. Prerequisites: Supporting Windows Server Duration 5 days Windows PowerShell training course contents Getting started with Windows PowerShell Overview and background of Windows PowerShell, Understanding command syntax, Finding commands. Hands on Configuring Windows PowerShell console & ISE application. Hands on Finding and running basic commands, Using the About files. Cmdlets for administration Active Directory administration cmdlets, Network configuration cmdlets, Other server administration cmdlets. Hands on Windows Administration. Creating and managing Active Directory objects, Configuring network settings on Windows Server, Creating a web site. Working with the Windows PowerShell pipeline Understanding the pipeline, Selecting, sorting, and measuring objects, Filtering objects out of the pipeline, enumerating objects in the pipeline, Sending pipeline data as output. Hands on Using the pipeline. Selecting, sorting, and displaying data. Hands on Filtering objects. Hands on Enumerating objects. Hands on Sending output to a file. Exporting user information to a file. Understanding how the pipeline works Passing the pipeline data, Advanced considerations for pipeline data. Hands on Working with pipeline parameter binding. Predicting pipeline behaviour. Using PSProviders and PSDrives Using PSProviders, Using PSDrives. Hands on Using PSProviders and PSDrives Creating files and folders on a remote computer, Creating a registry key for your future scripts, Create a new Active Directory group. Querying system information by using WMI and CIM Understanding WMI and CIM, Querying data by using WMI and CIM, Making changes with WMI/CIM. Hands on Working with WMI and CIM. Querying information by using WMI, Querying information by using CIM, Invoking methods. Working with variables, arrays, and hash tables Manipulating variables, arrays and hash tables. Hands on Working with variables, Using arrays, Using hash tables. Basic scripting Introduction to scripting, Scripting constructs, Importing data from files. Hands on Basic scripting. Setting a script, Processing an array with a ForEach loop, Processing items by using If statements, Creating a random password, Creating users based on a CSV file. Advanced scripting Accepting user input, Overview of script documentation, Troubleshooting and error handling, Functions and modules. Hands on Accepting data from users. Querying disk information from remote computers, Updating the script to use alternate credentials, Documenting a script. Hands on Implementing functions and modules. Creating a logging function, Adding error handling to a script, Converting a function to a module. Administering Remote Computers Using basic Windows PowerShell remoting, Using advanced Windows PowerShell remoting techniques, Using PSSessions. Hands on Using basic remoting. Enabling remoting on the local computer, Performing one-to-one remoting, Performing one-to-many remoting. Hands on Using PSSessions. Using implicit remoting, Managing multiple computers. Using background jobs and scheduled jobs Using background jobs, Using scheduled jobs. Hands on Using background jobs and scheduled jobs. Starting and managing jobs, Creating a scheduled job. Using advanced Windows PowerShell techniques Creating profile scripts, Using advanced techniques. Hands on Practicing advanced techniques. Creating a profile script, Verifying the validity of an IP address, Reporting disk information, Configuring NTFS permissions, Creating user accounts with passwords from a CSV file. Hands on Practicing script development (optional)
DESIGN AND MOCK UP BAGS AND ACCESSORIES – LEARN HOW TO PLAN, DESIGN AND COMMUNICATE YOUR PROJECT – Group Class: one teacher, six students – You will learn: What you need to study, research, and understand about the industry.How to correctly design a collection of fashion accessories.What information you should be able to provide about your designs.How to prepare a project for prototyping and manufacturing. How to create three-dimensional mock-ups of your designs. WHERE:At our South East London studioCOURSE LENGTH:Two consecutive weeks / Mon-Fri 10 am-3.30 pm LEVEL:Complete beginners, beginners with some experience of drawing and/or designing and intermediate designers COURSE DESCRIPTION: BAG AND ACCESSORY DESIGN MASTERCLASSThis course is tailored for beginners and intermediate-level participants, offering a distinctive group class format designed to assist aspiring designers or those seeking guidance in bringing to life a practical and viable collection of bags and/or accessories.Through this course, you will gain a comprehensive grasp of fundamental skills in accessory design and what it requires to become a bag designer. It empowers you to transform your creative concepts into tangible realities by providing instruction on the essential steps required for prototyping and manufacturing your collection.In addition to acquiring the skills to design bags and accessories accurately and understanding what information to convey to a prototype maker, this course will guide you through the process of constructing three-dimensional mock-ups for your designs. WHY THIS COURSE DIFFERS FROM THE TYPICAL ‘ACCESSORY DESIGN’ PROGRAMMEThis course has been meticulously designed by a team comprising designers, prototype makers, and handbag manufacturers. It offers a blend of theoretical and practical elements, providing you with the knowledge required by the industry to comprehend and accurately translate your ideas into finished products.Unlike courses that solely focus on creating aesthetically pleasing drawings, this programme emphasizes providing a comprehensive understanding of the intricate and extensive processes involved in designing a collection of handbags. It aims to equip you with the insights necessary to navigate the complexities, ensuring you are well-prepared before and during the design phase. By doing so, the course aims to save you time, expense, and potential frustration when it comes to prototyping and manufacturing your collection. WHY WE DEVELOPED A FASHION DESIGN COURSEAfter years of designing and developing collections for our clients, we noticed a significant lack of clear information on what it truly takes to become a designer of handbags and fashion accessories.This course is crafted to assist both emerging and struggling designers in developing and articulating their ideas effectively for the prototyping phase. It addresses the needs and challenges faced by our customers, aiming to support and streamline the creative process for project realization. WHO IS THIS COURSE FOR?This course is tailored for aspiring designers seeking professional advice from industry experts, individuals at the beginning of their design careers who require guidance to enhance their design process, or those simply looking to refine their drawing techniques for personal enjoyment.No previous experience is necessary. WHAT WILL BE TAUGHT?Below is a list of topics covered during the classes:Understanding the role of a bag designerBefore designing: understanding and analsing crucial external aspects that will influence your business successAbout your business idea and profile: understanding the target audience, market placement, pricing strategy and more.Understanding what a moodboard is and how to use itUnderstanding the differences and purposes of illustrations vs technical drawingsUnderstanding the importance of construction and its impact on your designOverview of the anatomy of a handbag, lining and reinforcementsUnderstanding the structure of a collection: the use of a collection planLearning how to plan a balanced collection of fashion accessoriesUnderstanding finishing options for your designsUnderstanding hardware and its impact on the cost price of your collectionOverview of leather and vegan leatherIdentifying the right materials for your collectionLearning how to draw three-dimensional bagsSketching technical drawingsGoing through the product development of three designsDeveloping patterns and realising 1 to 3 three-dimensional mock-ups of your collectionProviding technical information about your collection to the prototype makerUnderstanding the prototyping processManufacturing your collection: how it works and what the options are HOW WILL THE CLASS BE TAUGHT?The class will take place in person at our London studio, and the lessons will alternate between theoretical instruction and practical exercises.Some homework will be assigned to students between lessons. HOW LONG IS THIS TUITION?: This course spans two weeks and will be conducted from Monday to Friday, running from 10 am to 3.30 pm, with a 30-minute lunch break. INCLUDED IN THE COURSE:You will also receive access to a collection of handouts providing relevant information, useful resources and support in continuing your designing process independently.The handouts will contain:– A glossary containing essential key words related to the topic of the lesson– An illustrated glossary containing information about type of bags and bags’ features– An illustrated guide on common hardware used in bags and accessories– Documents about leather types, finishings, tanning processes– Information about perspective and guides to be used as reference to develop your drawings– 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?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 to exercise with are included.Feel free to bring a notepad, if you would like to take some notes, we will provide the rest.
NPORS Overhead Crane (N104)
NPORS Mobile Crane (N101)