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This course covers Python for data science and machine learning in detail and is for a beginner in Python. You will also learn about core concepts of data science, exploratory data analysis, statistical methods, role of data, challenges of bias, variance and overfitting, model evaluation techniques, model optimization using hyperparameter tuning, grid search cross-validation techniques, and more.

Step into the world of data analysis and gain practical experience analyzing real-world datasets with the help of this course. This course will not only guide you in analyzing data efficiently in Python from scratch but also help you in conducting your own analysis with Python and extracting valuable insights that can transform your business!

Duration 3 Days 18 CPD hours This course is intended for The ideal audience for the RPA and UiPath Boot Camp is beginners in the field of RPA and individuals in roles such as developers, project managers, operation analysts, and tech enthusiasts looking to familiarize themselves with automation technologies. It's also perfectly suited for business professionals keen on understanding and implementing automated solutions within their organizations to optimize processes. Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Working in a hands-on learning environment, led by our Automation Learning expert instructor, students will explore: Gain a thorough understanding of Robotic Process Automation (RPA) and its applications using UiPath, setting a solid foundation for future learning and application. Learn to record and play in UiPath Studio, a key skill that enables automating complex tasks in a user-friendly environment. Master the art of designing and controlling workflows using Sequencing, Flowcharting, and Control Flow, helping to streamline and manage automation processes effectively. Acquire practical skills in data manipulation, from variable management to CSV/Excel and data table conversions, empowering you to handle data-rich tasks with confidence. Develop competence in managing controls and exploring various plugins and extensions, providing a broader toolkit for handling diverse automation projects. Get hands-on experience with exception handling, debugging, logging, code management, and bot deployment, fundamental skills that ensure your automated processes are reliable and efficient. How to deploy and control Bots with UiPath Orchestrator The Hands-on Natural Language Processing (NLP) Boot Camp is an immersive, three-day course that serves as your guide to building machines that can read and interpret human language. NLP is a unique interdisciplinary field, blending computational linguistics with artificial intelligence to help machines understand, interpret, and generate human language. In an increasingly data-driven world, NLP skills provide a competitive edge, enabling the development of sophisticated projects such as voice assistants, text analyzers, chatbots, and so much more. Our comprehensive curriculum covers a broad spectrum of NLP topics. Beginning with an introduction to NLP and feature extraction, the course moves to the hands-on development of text classifiers, exploration of web scraping and APIs, before delving into topic modeling, vector representations, text manipulation, and sentiment analysis. Half of your time is dedicated to hands-on labs, where you'll experience the practical application of your knowledge, from creating pipelines and text classifiers to web scraping and analyzing sentiment. These labs serve as a microcosm of real-world scenarios, equipping you with the skills to efficiently process and analyze text data. Time permitting, you?ll also explore modern tools like Python libraries, the OpenAI GPT-3 API, and TensorFlow, using them in a series of engaging exercises. By the end of the course, you'll have a well-rounded understanding of NLP, and will leave equipped with the practical skills and insights that you can immediately put to use, helping your organization gain valuable insights from text data, streamline business processes, and improve user interactions with automated text-based systems. You?ll be able to process and analyze text data effectively, implement advanced text representations, apply machine learning algorithms for text data, and build simple chatbots. What is Robotic Process Automation? Scope and techniques of automation Robotic process automation About UiPath The future of automation Record and Play UiPath stack Downloading and installing UiPath Studio Learning UiPath Studio Task recorder Step-by-step examples using the recorder Sequence, Flowchart, and Control Flow Sequencing the workflow Activities Control flow, various types of loops, and decision making Step-by-step example using Sequence and Flowchart Step-by-step example using Sequence and Control flow Data Manipulation Variables and scope Collections Arguments ? Purpose and use Data table usage with examples Clipboard management File operation with step-by-step example CSV/Excel to data table and vice versa (with a step-by-step example) Taking Control of the Controls Finding and attaching windows Finding the control Techniques for waiting for a control Act on controls ? mouse and keyboard activities Working with UiExplorer Handling events Revisit recorder Screen Scraping When to use OCR Types of OCR available How to use OCR Avoiding typical failure points Tame that Application with Plugins and Extensions Terminal plugin SAP automation Java plugin Citrix automation Mail plugin PDF plugin Web integration Excel and Word plugins Credential management Extensions ? Java, Chrome, Firefox, and Silverlight Handling User Events and Assistant Bots What are assistant bots? Monitoring system event triggers Monitoring image and element triggers Launching an assistant bot on a keyboard event Exception Handling, Debugging, and Logging Exception handling Common exceptions and ways to handle them Logging and taking screenshots Debugging techniques Collecting crash dumps Error reporting Managing and Maintaining the Code Project organization Nesting workflows Reusability of workflows Commenting techniques State Machine When to use Flowcharts, State Machines, or Sequences Using config files and examples of a config file Integrating a TFS server Deploying and Maintaining the Bot Publishing using publish utility Overview of Orchestration Server Using Orchestration Server to control bots Using Orchestration Server to deploy bots License management Publishing and managing updates

Duration 2 Days 12 CPD hours This course is intended for Cloud Solutions Architects, Site Reliability Engineers, Systems Operations professionals, DevOps Engineers, IT managers. Individuals using Google Cloud Platform to create new solutions or to integrate existing systems, application environments, and infrastructure with the Google Cloud Platform. Overview Apply a tool set of questions, techniques and design considerations Define application requirements and express them objectively as KPIs, SLO's and SLI's Decompose application requirements to find the right microservice boundaries Leverage Google Cloud developer tools to set up modern, automated deployment pipelines Choose the appropriate Google Cloud Storage services based on application requirements Architect cloud and hybrid networks Implement reliable, scalable, resilient applications balancing key performance metrics with cost Choose the right Google Cloud deployment services for your applications Secure cloud applications, data and infrastructure Monitor service level objectives and costs using Stackdriver tools This course features a combination of lectures, design activities, and hands-on labs to show you how to use proven design patterns on Google Cloud to build highly reliable and efficient solutions and operate deployments that are highly available and cost-effective. This course was created for those who have already completed the Architecting with Google Compute Engine or Architecting with Google Kubernetes Engine course. Defining the Service Describe users in terms of roles and personas. Write qualitative requirements with user stories. Write quantitative requirements using key performance indicators (KPIs). Evaluate KPIs using SLOs and SLIs. Determine the quality of application requirements using SMART criteria. Microservice Design and Architecture Decompose monolithic applications into microservices. Recognize appropriate microservice boundaries. Architect stateful and stateless services to optimize scalability and reliability. Implement services using 12-factor best practices. Build loosely coupled services by implementing a well-designed REST architecture. Design consistent, standard RESTful service APIs. DevOps Automation Automate service deployment using CI/CD pipelines. Leverage Cloud Source Repositories for source and version control. Automate builds with Cloud Build and build triggers. Manage container images with Google Container Registry. Create infrastructure with code using Deployment Manager and Terraform. Choosing Storage Solutions Choose the appropriate Google Cloud data storage service based on use case, durability, availability, scalability and cost. Store binary data with Cloud Storage. Store relational data using Cloud SQL and Spanner. Store NoSQL data using Firestore and Cloud Bigtable. Cache data for fast access using Memorystore. Build a data warehouse using BigQuery. Google Cloud and Hybrid Network Architecture Design VPC networks to optimize for cost, security, and performance. Configure global and regional load balancers to provide access to services. Leverage Cloud CDN to provide lower latency and decrease network egress. Evaluate network architecture using the Cloud Network Intelligence Center. Connect networks using peering and VPNs. Create hybrid networks between Google Cloud and on-premises data centers using Cloud Interconnect. Deploying Applications to Google Cloud Choose the appropriate Google Cloud deployment service for your applications. Configure scalable, resilient infrastructure using Instance Templates and Groups. Orchestrate microservice deployments using Kubernetes and GKE. Leverage App Engine for a completely automated platform as a service (PaaS). Create serverless applications using Cloud Functions. Designing Reliable Systems Design services to meet requirements for availability, durability, and scalability. Implement fault-tolerant systems by avoiding single points of failure, correlated failures, and cascading failures. Avoid overload failures with the circuit breaker and truncated exponential backoff design patterns. Design resilient data storage with lazy deletion. Analyze disaster scenarios and plan for disaster recovery using cost/risk analysis. Security Design secure systems using best practices like separation of concerns, principle of least privilege, and regular audits. Leverage Cloud Security Command Center to help identify vulnerabilities. Simplify cloud governance using organizational policies and folders. Secure people using IAM roles, Identity-Aware Proxy, and Identity Platform. Manage the access and authorization of resources by machines and processes using service accounts. Secure networks with private IPs, firewalls, and Private Google Access. Mitigate DDoS attacks by leveraging Cloud DNS and Cloud Armor. Maintenance and Monitoring Manage new service versions using rolling updates, blue/green deployments, and canary releases. Forecast, monitor, and optimize service cost using the Google Cloud pricing calculator and billing reports and by analyzing billing data. Observe whether your services are meeting their SLOs using Cloud Monitoring and Dashboards. Use Uptime Checks to determine service availability. Respond to service outages using Cloud Monitoring Alerts. Additional course details: Nexus Humans Architecting with Google Cloud: Design and Process 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 Architecting with Google Cloud: Design and Process 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: Business analysis is the documentation of consumer requirement, development and test of technology systems, and navigating through the government laws and system. If you know how to conduct a business analysis, then it will be beneficial for your business or the organization you are in. This course contains a lesson of business analysis, planning techniques, finance, and budgeting. Learning these skills will help you create a concrete professional business analysis that will help you succeed in the business industry. Who is the course for? Businessmen and people who work with the business management team that wants to learn more about business analysis People who have an interest in business and wants to pursue creating new business Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: Professional Business Analysis Training Course will be very helpful to have especially for these careers: Businessmen Business Analyst and Strategist Business Development Specialist Business Development Manager Business Statistician Budgeting Staff Economist Finance Manager. Business Management Designing Your Organizational Structure 00:30:00 Introduction to Operations Management 00:15:00 Understanding Financial Terms 00:30:00 Getting the Right People in Place 00:15:00 Getting Your Product Together 00:15:00 Building a Corporate Brand 00:30:00 Marketing Your Product 01:00:00 Selling Your Product 00:15:00 Planning for the Future 00:15:00 Goal Setting and Goal Getting 00:30:00 Succession Planning 101 00:15:00 Managing Your Money 00:15:00 Ethics 101 00:15:00 Building a Strong Customer Care Team 00:15:00 Training Employees for Success 00:15:00 Leadership Essentials 00:15:00 Business Analysis and Planning Techniques Business Planning Basics 01:00:00 Market Evaluation 01:00:00 Analyze Competition 01:00:00 Determine A Marketing Strategy 01:00:00 Decide What Extras You May Need Like Staff etc 00:30:00 The Dangers In Not Making A Business Plan 00:15:00 Wrapping Up 00:15:00 Strategic Planning Understanding Strategic Planning 00:15:00 Designing Our Vision 00:15:00 On a Mission 00:15:00 Performing a SWOT Analysis 00:15:00 Setting Goals 00:15:00 Assigning Roles, Responsibilities, and Accountabilities 00:30:00 The Full Picture 00:15:00 Gathering Support 00:15:00 Making the Change 00:15:00 How Does It Look? 00:15:00 Getting There 00:15:00 Business Enterprise Theory Introduction 00:30:00 The Machine Process 01:00:00 Business Enterprise 02:00:00 Business Principles 02:00:00 The Use of Loan Credit 01:00:00 Modern Business Capital 02:00:00 The Theory of Modern Welfare 01:00:00 Business Principles in Law and Politics 01:00:00 The Cultural Incidence of the Machine Process 01:00:00 The Natural Decay of Business Enterprise 00:30:00 Finance & Budgeting Financing Basics 01:00:00 Record Your Income 01:00:00 Make a List of Expenses First and Put Them in Categories 01:00:00 Countdown & Adjust 01:00:00 Review Regularly 01:00:00 Mock Exam Mock Exam- Professional Business Analysis Training Course 00:30:00 Final Exam Final Exam- Professional Business Analysis Training Course 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Description: Doing business analysis is identifying the needs of the business and how to solve issues in business. Most of these issues are concerned with financial needs or budgeting. To learn more about business analysis and how to solve issues like financial problems, you need to learn and have specific skills about it. Learning both might take you a lot of time, but since we created a course that will teach you both, then this course will be perfect for your needs. In this course, you will learn the necessary skills, information, and knowledge of business analysis. Who is the course for? Any business professionals who need to learn about business analysis People who have an interest in business and wants to pursue creating new business Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Advanced Business Analysis Course is a useful qualification to possess, and will be very helpful to have especially for these careers: Businessman/Businesswoman Business Analyst Business Development Specialist Business Development Manager Economist Statistician Strategist. Business Analysis Business Planning Basics 01:00:00 Market Evaluation 01:00:00 Analyze Competition 01:00:00 Determine A Marketing Strategy 01:00:00 Decide What Extras You May Need Like Staff etc 00:30:00 The Dangers In Not Making A Business Plan 00:15:00 Wrapping Up 00:15:00 Finance & Budgeting Financing Basics 01:00:00 Record Your Income 01:00:00 Make a List of Expenses First and Put Them in Categories 01:00:00 Countdown & Adjust 01:00:00 Review Regularly 01:00:00 Reference Book Business Analysis 00:00:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam- Advanced Business Analysis Course 00:30:00 Final Exam Final Exam- Advanced Business Analysis Course 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Course Overview: Discover the Gateway to Success in Business Analysis! Step into the realm of business analysis and unlock a world of possibilities with our comprehensive Business Analysis Level 3 course. Designed to empower you with the knowledge and skills needed to excel in this rapidly evolving field, this course provides a deep dive into the core concepts and techniques that drive successful business analysis practices. This course offers a series of modules that cover a wide range of topics. Starting with an Introduction to Business Analysis, you will delve into the core concepts and principles that underpin this discipline. From there, you will explore essential areas such as Business Processes, Business Analysis Planning and Monitoring, Strategic Analysis and Product Scope, Solution Evaluation, Investigation Techniques, Ratio Analysis, Stakeholder Analysis and Management, Process Improvement with Gap Analysis, Documenting and Managing Requirements, and finally, a glimpse into the Career Prospect as a Business Analyst in the UK. Enrol in the Business Analysis Level 3 course to comprehensively understand these topics and advance your career as a business analyst. Key Features of the Course: CPD Certificate: Upon course completion, participants will receive a CPD certificate, a testament to their commitment to professional development and industry-recognised expertise. 24/7 Learning Assistance: Our dedicated support team is available around the clock to provide guidance, answer questions, and ensure a seamless learning experience for all participants. Who is This Course For? This course is ideal for professionals eager to enhance their business analysis skills and advance their careers. Whether you are an aspiring business analyst, a project manager, a consultant, or a professional seeking to broaden your skill set, this course will equip you with the knowledge and tools necessary to excel in your field. What You Will Learn: Throughout the course, participants will engage with various modules that cover a wide range of essential topics. The curriculum includes an Introduction to Business Analysis, where you will develop an understanding of the fundamental principles and methodologies. You will then delve into Business Processes, Business Analysis Planning and Monitoring, Strategic Analysis and Product Scope, Solution Evaluation, Investigation Techniques, Ratio Analysis, Stakeholder Analysis and Management, Process Improvement with Gap Analysis, and Documenting and Managing Requirements. Finally, you will also gain valuable insights into the career prospects available as a Business Analyst in the UK. Why Enrol in This Course: Enrolling in the Business Analysis Level 3 course offers compelling reasons to learners. This course has received outstanding reviews, with the latest advancements and best practices in business analysis. By completing this course, learners will acquire high-demand essential skills, opening doors to various career opportunities. Requirements: Participants do not require specific prior experience or qualifications to enrol in this course. The course is designed to accommodate learners from diverse backgrounds, making it accessible to anyone interested in business analysis. Career Path: Upon completing the Business Analysis Level 3 course, participants will be equipped with the skills and knowledge for various rewarding business-analysis career paths. Here are seven course-related professions in the UK, along with their respective average salaries: Business Analyst - £45,000 per year Project Manager - £50,000 per year Requirements Analyst -: £40,000 per year Process Improvement Analyst - £42,000 per year Data Analyst - £38,000 per year Systems Analyst -: £45,000 per year Management Consultant - £55,000 per year Certification: Upon completing the course, participants will be awarded a CPD certificate, recognising their achievements and demonstrating their expertise in business analysis. This certification is valuable, boosting their professional credibility and enhancing their career prospects. Course Curriculum 11 sections • 11 lectures • 05:23:00 total length •Introduction to Business Analysis: 00:14:00 •Business Processes: 00:47:00 •Business Analysis Planning and Monitoring: 00:30:00 •Strategic Analysis and Product Scope: 00:28:00 •Solution Evaluation: 00:27:00 •Investigation Techniques: 00:48:00 •Ratio Analysis: 00:29:00 •Stakeholder Analysis and Management: 00:25:00 •Process Improvement with Gap Analysis: 00:28:00 •Documenting and Managing Requirements: 00:31:00 •Career Prospect as a Business Analyst in the UK: 00:16:00

Overview Become a crucial part of a business's success and learn how to make your skills sought-after in the marketplace. This course provides the required training needed to transform yourself into a versatile Business Analyst who can boost an organisation's productivity. The Applied Business Analysis Diploma course has been written with the help of industry professionals to help you understand how change and strategic planning can elevate the potential of a struggling business. You will soon become comfortable with the concepts of vision, design, modelling, execution, and monitoring when guiding an organisation to succeed in its chosen field and market. Enrol and improve today. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Applied Business Analysis Diploma. It is available to all students, of all academic backgrounds. Requirements Our Applied Business Analysis Diploma is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G.There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 10 sections • 9 lectures • 04:30:00 total length •Introduction to Business Analysis: 00:14:00 •Business Processes: 00:47:00 •Business Analysis Planning and Monitoring: 00:30:00 •Strategic Analysis and Product Scope: 00:28:00 •Solution Evaluation: 00:27:00 •Investigation Techniques: 00:48:00 •Ratio Analysis: 00:29:00 •Documenting and Managing Requirements: 00:31:00 •Career Prospect as a Business Analyst in the UK: 00:16:00

Overview This comprehensive course on Fundamentals of Business Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Fundamentals of Business Analysis comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Fundamentals of Business Analysis. It is available to all students, of all academic backgrounds. Requirements Our Fundamentals of Business Analysis is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 11 sections • 11 lectures • 08:24:00 total length •An Introduction to Business Analysis: 00:46:00 •The Necessity of a Business Analyst: 00:39:00 •Addressing Requirements: 00:21:00 •Needs Assessment: 01:04:00 •Business Analysis Planning: 01:11:00 •Strategy Analysis: 00:26:00 •Stakeholder Analysis: 01:06:00 •Requirements Elicitation: 00:45:00 •Requirements Analysis: 00:45:00 •Traceability and Monitoring: 00:35:00 •Solution Evaluation: 00:46:00