This is an introductory course on machine learning. The course covers a wide range of topics, from handling a dataset to model delivery. Some prior training in Python programming and basic calculus knowledge will help you get the best out of this course.
Do you know that the financial industry in the UK is a powerhouse, contributing over £132 billion to the country's economy each year? In recent news, the UK financial industry has witnessed a surge in demand for professionals with expertise in financial engineering. With technological advancements, changing regulations, and the rise of digital finance, there is a pressing need for individuals skilled in financial analysis, business finance, FinTech, investment strategies, statistics, economics, blockchain, and financial modelling. This growing demand presents a unique opportunity for learners like you to seize the exciting prospects in this thriving financial engineering industry. By enrolling in our bundle of 8 online courses in financial engineering, you can stay ahead of the curve and position yourself as a sought-after professional in the finance sector. With a comprehensive understanding of key concepts and cutting-edge technologies, you will be equipped to navigate the industry's complexities and make informed decisions that drive financial success. CPD Quality Standards Courses: Course 01: Financial Analysis Course 02: Investment Course 03: FinTech Course 04: Business and Data Analytics for Beginners Course 05: Statistics Course 06: Economics Course 07: Blockchain & Cryptocurrency Course 08: Business and Financial Modeling Specialisation Learning Outcomes: Develop a strong foundation in financial analysis, business finance, statistics, and economics, enabling you to make informed decisions based on data-driven insights. Gain an understanding of emerging technologies like FinTech and blockchain and their impact on the finance industry. Acquire investment strategies and portfolio management skills to optimise decision-making and achieve long-term financial growth. Learn business and financial modelling principles, constructing accurate models to assess business performance and evaluate investment opportunities. Explore the world of cryptocurrencies and understand the underlying concepts of blockchain, unlocking new possibilities in the financial landscape. Master the art of financial engineering, equipping yourself with the knowledge and skills to thrive in the dynamic and lucrative finance industry. The world of finance is changing rapidly. New technologies are emerging, and how we invest and manage our money constantly evolves. If you want to stay ahead of the curve, you need to understand the fundamentals of financial engineering. In the first course, Financial Analysis, you'll delve into the intricacies of interpreting financial statements, assessing profitability, and evaluating investment opportunities. Gain the expertise to make informed decisions based on financial data, positioning yourself as a trusted financial analyst. Embrace the digital revolution in finance with our FinTech course. Explore how technology is reshaping the industry, from digital banking and payment systems to automated investment platforms. Gain insights into the innovative possibilities and stay ahead of the curve in this dynamic financial engineering field. Unlock the secrets of successful investment strategies in our Investment Strategies course. Learn to evaluate risks, assess asset valuation, and construct diversified portfolios. Develop a strategic approach to investment decision-making and position yourself as a skilled investment manager through this financial engineering bundle. Expand your horizons with a deep understanding of statistics, economics, blockchain, and financial modelling. Gain proficiency in statistical analysis, leverage economic principles to navigate financial markets, explore the disruptive potential of blockchain technology, and master the art of financial modelling to evaluate business performance and assess investment prospects accurately. Take advantage of this chance to acquire in-demand skills and stay ahead of the curve in the finance industry. Enrol now and embark on your journey towards mastering the intricacies of financial engineering. Your future in finance starts here! CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course will be especially helpful for the following: Recent graduates who want to pursue a career in financial engineering Working professionals who wish to advance their careers in the financial industry Entrepreneurs who want to understand the financial implications of their business decisions and financial engineering Anyone who wants to learn more about the financial markets and how they work Anyone interested in learning about financial engineering Requirements Our Financial Engineering course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Some of the career paths related to this field are: Financial Engineer Financial Consultant Investment banking Insurance Consulting Quantitative analysis Risk management Financial modelling Salary Range Entry-level: £30,000 - £40,000 Mid-level: £40,000 - £60,000 Senior-level: £60,000 - £100,000
Students who complete PVOL206 will be able to: Discuss the basics of policy and its effect on the solar industry Identify resources to learn more about policy and keep up to date with new developments Describe general sales tips Discuss common objections Identify techniques to close a sale Identify customer motivations and needs Discuss project timeline with customer Manage customer expectations and advise about PV system limitations Discuss manufactures, installation, and roof warranties Explain expected system performance Identify jurisdictional issues (zoning, fire marshal regulations) and city, county, and utility requirements Understand electric bill terminology, key information, and billing procedures Recognize any variations in energy use Determine property type, house orientation, roof tilt/angle, and available area Identify any shading and evaluate obstructions Estimate array size based on customer budget, kWh consumption, and / or available roof area Price array size based on average $/watt Develop price range, savings estimate, and preliminary economic analysis Present (verbal / brief) initial ballpark proposal and benefits, discuss customer's budget limits Identify overall customer considerations and general safety requirements Define the electrical meter and main service panel information required Identify point of interconnection, location for electrical equipment, and location for conduit runs Describe factors to consider with data monitoring Determine maximum PV capacity that can be connected to a specific service and/or electrical panel Create a final array layout Accurately estimate PV system production Define metrics to evaluate labor and material costs Calculate an average residential system cost & identify the major contributing factors Identify the main benefits of reviewing actual build data (job costing) Define property tax exemptions, tax deductions, transfer credits, sales tax exemptions Explain performance based-initiatives Evaluate taxability of credits and other incentives Review net-metering and feed-in tariff laws Identify different utility financial structures and regulated and deregulated markets Describe demand charges & the duck curve Outline financing basics Explore ownership models Calculate annual and cumulative cash flow, determine payback Calculate the environmental benefits of installing solar Identify what to include in a proposal, the proposal process, and what tools are available to generate proposals
Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Course Introduction Introduction 00:03:00 Part 1: Forecasting Basics of Forecasting 00:05:00 Creating Linear Model with Trendlines 00:08:00 1.1 Getting Data Ready For Regression Model Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Univariate analysis and EDD 00:03:00 Discriptive Data Analytics in Excel 00:10:00 Outlier Treatment 00:04:00 Identifying and Treating Outliers in Excel 00:04:00 Missing Value Imputation 00:03:00 Identifying and Treating missing values in Excel 00:04:00 Variable Transformation in Excel 00:03:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy Variable Creation in Excel 00:07:00 Correlation Analysis 00:09:00 Creating Correlation Matrix in Excel 00:08:00 1.2 Forecasting Using Regression Model The Problem Statement 00:01:00 Basic Equations and Ordinary Least Squares (OLS) method 00:08:00 Assessing accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy: RSE and R squared 00:07:00 Creating Simple Linear Regression model 00:02:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting results of Categorical variables 00:05:00 Creating Multiple Linear Regression model 00:07:00 1.3 Handling Special Events Like Holiday Sales Forecasting in presence of special events 00:02:00 Excel: Running Linear Regression using Solver 00:08:00 Excel: Including the impact of Special Events 00:22:00 1.4 Identifying Seasonality & Trend for Forecasting Models to identify Trend & Seasonality 00:06:00 Excel: Additive model to identify Trend & Seasonality 00:09:00 Excel: Multiplicative model to identify Trend & Seasonality 00:06:00 Market Basket Analysis Market Basket and Lift - Introduction 00:08:00 Named Ranges - Excel 00:10:00 Indirect Function - Excel 00:05:00 2-way lift calculation in Excel 00:11:00 2-way lift calculation - Dynamic 00:07:00 2-way lift data table creation 00:07:00 3-way lift calculation 00:19:00 Store Layout optimization using Lift values 00:15:00 RFM (Recency, Frequency, Monetary) Analysis RFM (recency, frequency, monetary) Analysis 00:08:00 RFM Analysis in Excel- Part 1 00:16:00 RFM Analysis in Excel- Part 2 00:12:00 Part 2: Pricing Part 2: Pricing Steps of setting a Pricing policy 00:03:00 Different Pricing Objectives 00:07:00 2.1 Estimating Demand Estimating Demand 00:07:00 Forms of Demand Curve 00:02:00 Excel: Estimating Linear Demand Curve 00:08:00 Excel: Estimating Power Demand curve with Elasticity 00:05:00 Excel: Estimating Power Demand Curve with points 00:03:00 Subjective Demand curve 00:01:00 Excel: Estimating Subjective Demand Curve 00:02:00 2.3 Evaluating Pricing Strategies Price Bundling 00:07:00 Types of Bundling 00:08:00 The Bundling Problem 00:04:00 Excel: Solving Bundling problem Part 1 00:14:00 Excel: Solving Bundling problem Part 2 00:08:00 Non-Linear Pricing Strategies 00:03:00 Excel: Solving Bundling problem (Price Reversal) 00:08:00 3.1 Lifetime Customer Value Lifetime Customer Value - Key concepts 00:09:00 Lifetime Customer Value - Excel model 00:11:00 3.2 Variations And Sensitivity Analysis Sensitivity Analysis in Excel 00:07:00 Variations in finding customer value 00:07:00 Appendix 1: Excel Crash Course Basics 00:08:00 Worksheet Basics 00:16:00 Entering values and Formulas 00:07:00 Data Handling Basics - Cut, Copy and Paste 00:14:00 Saving and Printing - Basics 00:09:00 Basic Formula Operations 00:13:00 Mathematical Formulas 00:19:00 Textual Formulas 00:17:00 Logical Formulas 00:11:00 Date-Time Formulas 00:07:00 Lookup Formulas ( V Lookup, Hlookup, Index-Match ) 00:08:00 Data Tools 00:19:00 Formatting data and tables 00:18:00 Pivot Tables 00:08:00 Advance Excel- Solver, Data tables 00:15:00 Assessment Assessment - Retail Analytics In Microsoft Excel Diploma 00:10:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00
Understand the difference between trends and fads and we will guide you how to identify fourteen consumer trends. Discover four trends that your business can satisfy and promote to stay ahead of the curve and how to offer trend advice for your buyers to position yourself as the go-to person for industry advice. Learning Objectives Explain the difference between trends and fads, Describe how to become an industry trend resource for your clients Target Audience Managers, Team Leaders, Young Professionals, Sales Professionals, Customer Service Teams
When is Your Agile Transformation Done? After over a decade of agile transformations. many organizations have several years of agile experience of agile are naturally looking for signs that the change is complete. Attention turns to the level of skill or maturity an organization needs in order to declare the transformation a success. As a result. models of agile maturity have emerged that promise to somehow measure how agile you are.The good news is that agile. by definition. should be iteratively delivering value from the moment a transformation starts. Looking back. your ability to deliver has already changed immeasurably. You are already faster. more focused. and delivering a product with higher quality. The bad news is that you have only just started your journey. Change itself has changed. as Gary Hamel said. What looks mature today will be 'bare essentials' tomorrow.Using the concept of Wardley Maps. we will talk about what agile maturity looks like today. and where agile maturity will go in the future. We will learn how iterative value delivery is the price to pay to move along the experience curve. The more frequently you deliver value. the faster you move along the experience curve. By introducing a model of increasing agility. you will be able to map out the path of your transformation. filling in any gaps that you may have and beginning to understand what direction your transformation may take you in the future. What you will Learn Key Takeaways: Differentiate between maturity models and development models. and apply the right model in the right situation Learn how to apply Wardley Mapping to your agile transformation strategy
Imagine a school where every student feels safe, supported, and included, regardless of their needs. With the increasing focus on mental health and the market for trauma-informed practices in education, the demand for professionals with the proper knowledge and skills is rising. The Trauma and Disability Management course provides the expertise to create nurturing environments, utilising strategies such as positive handling in schools, the SCARF model, and understanding the aggression curve. You'll also gain insights into government advice, legal aspects, and practical techniques for physical intervention and restraint. Upon completing this Positive Handling in Schools course, you will be well-equipped to handle trauma and disabilities in an educational setting, contributing to the well-being of students and the overall success of your institution. Take advantage of this opportunity to enhance your professional profile and make a difference in the lives of young people. So Enrol today and start your journey towards becoming a sought-after specialist in Positive Handling in Schools. Learning Outcomes: Gain an understanding of positive handling strategies in educational settings. Comprehend the seriousness of trauma and disability management. Learn about the aggression curve and its implications. Apply the SCARF model to foster supportive environments. Understand legal aspects and government advice on handling trauma and disabilities. Explore techniques for physical intervention, restraint, screening, searching and confiscation. Course Curriculum Module 01: Explore the fundamentals of positive handling in educational settings, focusing on creating safe environments. Module 02: Understand the significance of trauma and disability management and its impact on students' well-being. Module 03: Learn about the aggression curve, its stages, and how to address aggressive behaviours. Module 04: Discover strategies for managing trauma and disabilities in educational settings, promoting inclusion and support. Module 05: Apply the SCARF model to create a nurturing environment that fosters positive behaviours and emotional well-being. Module 06: Familiarise yourself with government advice and guidance on handling trauma and disabilities in schools. Module 07: Learn about the duty of care, its principles, and its role in making decisions about trauma and disabilities. Module 08: Understand legal aspects and compliance requirements in managing trauma and disabilities in educational settings. Module 09: Gain knowledge of appropriate techniques for physical intervention and restraint in managing challenging behaviours. Module 10: Explore methods for screening, searching and confiscation in schools, ensuring safety and adherence to regulations. 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? This Positive Handling in Schools course is designed for educators, support staff, school administrators, and other professionals working in educational settings. The Positive Handling in Schools course aims to provide them with essential knowledge and skills to handle trauma and disabilities effectively, promoting a safe and inclusive environment for all students. Participants will learn the importance of managing trauma and disabilities, legal aspects, government advice, and practical techniques to address challenging behaviours. Career path Special Educational Needs Coordinator (SENCO) - £26,000 to £44,000/year Behaviour Support Specialist - £22,000 to £35,000/year Educational Psychologist - £37,000 to £50,000/year School Counsellor - £23,000 to £37,000/year Learning Support Assistant - £14,000 to £21,000/year Inclusion Manager - £28,000 to £45,000/year
ð Unlock Your Social Sphere Success with Our Exclusive Blueprint! ð Are you ready to transform your online presence, elevate your personal brand, and skyrocket your success in the social sphere? Look no further! Introducing the 'Social Sphere Success Blueprint' - the ultimate online course designed to revolutionize your social media game and propel you to new heights of influence and impact. ð Why Choose the Social Sphere Success Blueprint? ⨠Master the Art of Engagement: Learn the secrets to captivate your audience, boost your engagement, and turn followers into loyal advocates. Discover proven strategies to create content that resonates and leaves a lasting impression. ⨠Build a Powerful Personal Brand: Uncover the key elements of a magnetic personal brand that sets you apart. Craft a narrative that reflects your authenticity and values, attracting the right connections and opportunities. ⨠Monetize Your Influence: Turn your passion into profit! We'll guide you through effective monetization strategies, from sponsored content to affiliate marketing, helping you turn your social presence into a sustainable income stream. ⨠Social Media Mastery: Navigate the ever-evolving landscape of social media with confidence. From algorithm hacks to platform-specific strategies, stay ahead of the curve and make your mark on every platform. ⨠Network Like a Pro: Forge meaningful connections with influencers, thought leaders, and like-minded individuals. Leverage the power of networking to open doors to collaborations, partnerships, and opportunities you never thought possible. ⨠Stay Ahead of Trends: Get exclusive insights into the latest social media trends and tools. Stay ahead of the curve and position yourself as a trendsetter in your industry. ð What's Inside the Course? ð Module 1: The Foundation of Social Success Crafting Your Compelling Story Defining Your Unique Value Proposition ð Module 2: Content Creation Mastery Creating Scroll-Stopping Content Leveraging Visual Storytelling Techniques ð° Module 3: Monetization Strategies Sponsored Content and Brand Collaborations Affiliate Marketing for Social Media ð± Module 4: Social Media Platforms Deep Dive Platform-Specific Strategies for Success Mastering the Algorithms ð¤ Module 5: The Art of Networking Building Genuine Connections Collaborations and Partnerships ð Module 6: Staying Ahead in a Changing Landscape Emerging Trends and Technologies Future-Proofing Your Social Strategy ð¡ Who Is This Course For? Aspiring Influencers Entrepreneurs and Small Business Owners Content Creators and Bloggers Professionals Looking to Boost Their Online Presence Ready to take the leap and unlock your Social Sphere Success? Enroll now and embark on a transformative journey that will reshape your digital presence and propel you toward unparalleled success! Don't miss out! Join the Social Sphere Success Blueprint today and watch your influence and impact soar! ðð⨠Course Curriculum
Description Change is an inevitable part of organizational life And if you have any leadership role, you'll soon be called upon to help lead it. But, we often fear change. This leads to resistance. So, managing and leading change is a challenging role. It will take you outside of your comfort zone and beyond your existing management and supervision tool-set. But change is predictable You can anticipate how people will respond, and what you need to do to engage them positively. You can plan, prepare, and handle the resistance that will certainly come. To do that, you need practical tools and models And this course will give you them. More than that, you'll learn: how the need for change arises, how to communicate it, and the way to lead people through it. Here are the main topics you'll cover: The Cycle of Change Barriers to Change The first reason why people resist change Tools for change leaders Stakeholder analysis How people respond to change: the change curve The impact of change on operational performance: the Satir Curve The three phases of a change program: the Lewin Model The Onion Model of resistance to change How to win over resisters Ongoing Project: Change Management Case Study Throughout the course, you will have short exercises to do, that use the skills we'll cover. They are based on a real organizational change project. Other students and your tutor will support you, endorse your successes, and help you with your questions. Prior Experience The only prior experience you need is working life. But, if you have management or project management experience, you'll find it even easier! Your Tutor Your tutor is Dr. Mike Clayton. As a senior project, program and change manager at international consulting firm, Deloitte, Mike led large and complex change projects for his clients. Now, as a trainer and facilitator, he has been applying what he learned and teaching it to others. This course represents 15 years' experience of what tools students find most helpful, and 25 years experience in business, managing change, large and small. What Will I Learn? Convince people about the need for change Evaluate how people feel about the changes Paint a compelling picture of the future Anticipate how people will respond to change Anticipate the impact of change on operational performance Plan effective project communications Handle resistance to change effectively, to win over resisters Who is the target audience? Supervisors, Managers and leaders at all levels, who need to lead change in their organization Team members who are experiencing change and want to understand what's going on. Requirements You should have some experience of organizational life Experience in management and leadership - at a supervisory level or higher - will be a great help Experience of project working will be a great help Introduction: Change at Work Welcome! 00:03:00 The Cycle of Change 00:04:00 Sources of and Barriers to Change 00:05:00 Step 1: Demonstrate the Need for Change The First Layer of Resistance to Change 00:02:00 Demonstrating the Need for Change: Applying Leverage 00:05:00 What if they Still don't Accept the Need for Change? Pattern Interrupt 00:05:00 Tools for Change Leaders: Mad-Sad-Glad Exercise 00:04:00 Tools for Change Leaders: Perceptual Positions 00:06:00 Step 2: Create a Compelling Future Fear and Desire as Motivators for Change 00:02:00 A Compelling Future 00:04:00 Stakeholder Engagement 00:05:00 Tools for Change Leaders: Stakeholder Triage 00:06:00 Tools for Change Leaders: Stakeholder Analysis 00:03:00 Step 3: Expect an Argument Response to Change: Introduction 00:03:00 The Change Curve 00:05:00 The Impact of Change on Operational Performance 00:04:00 The Three Phases of a Change Program 00:05:00 How to Communicate Well 00:05:00 Tools for Change Leaders: Communication Plan 00:04:00 Tools for Change Leaders: Progression Plan 00:04:00 Handling Resistance Resistance to Change 00:05:00 The Inner Layers of the Onion 00:07:00 Engage with the Resistance 00:05:00 Win over Your Resisters (Part 1) 00:04:00 Win over Your Resisters (Part 2) 00:04:00 Steps 4, 5 & 6: Leading the Change It's a Project 00:03:00 99 per cent Perspiration 00:03:00
Create 2D Animation with CSS animations (CSS3 methods), interactive examples & projects - hands-on beginner training