Mastering Exploratory Data Analysis (EDA) with Python

Most of the knowledge we possess is encoded in many ways. There are books, publications, dictionaries, standards, government regulations, company three-letter-acronyms (TLA) and so on. Also as we develop insights, we know how to connect the dots by relating seemingly disparate insights by connecting the dots. As computers get smarter, they also need to know how to connect the dots and relate to published knowledge. Today, you can use Google to connect the dots across a large number of web pages. Graph analytics drives the most successful recommendation engines. It powers media content analysis and discovery for news, movies and speeches. How do you bring this ability to your private and public information and how do you use it for a business application? A Graph can be designed at various levels of sophistication. We start from simple graphs connecting nodes using edges, and then gradually introduce elastic graphs, classifications, ontology and temporal reasoning to bring advanced graph concepts. We show how graphs can be used for a variety of reasoning techniques including search, discovery, and recommendation.The course will cover many topics associated with design of a Graph Analytics Solution:Design and analytics using structured graph Evolution of Knowledge GraphsKnowledge graph concepts and maturity levelsElastic Graph design and applicationsClassification Graph design and applicationsHigher levels of Knowledge graph insight solutionsComponents of a Graph solution and how they interact with usersUsing a dataset on movies, we have created a course material to show you how to design a Graph solution which uses many Knowledge Graph techniques to mimic how we process information and develop insights by connecting the dots. The examples have been created using TigerGraph, a leading Graph datab

Course Description: Disciplined AgileAre you looking to enhance your team's performance and break free from the limitations of a single agile framework? Disciplined Agile offers a comprehensive approach that combines strategies from various agile and lean methodologies, including Scrum, Kanban, SAFe®, and more. With the Disciplined Agile mindset, you can optimize your team's performance and explore a wide range of options to achieve success.This course is designed to equip you with the necessary knowledge and skills to embrace Disciplined Agile and prepare for the Disciplined Agile Scrum Master (DASM) certification exam. In addition to comprehensive learning materials, the course offers three sets of real-time test exams, each comprising 50 questions that must be completed within 90 minutes. Every question is accompanied by a well-explained explanation, ensuring a deep understanding of the concepts.Throughout the course, you will:Understand the DA mindset: Gain insights into the principles and values that underpin the Disciplined Agile approach. Explore how it differs from traditional waterfall methodologies and other agile frameworks.Learn about the fundamentals of Agile and Lean: Develop a solid foundation in the core principles and practices of Agile and Lean methodologies. Understand their applications in real-world scenarios and how they contribute to team success.Explore multiple agile and lean techniques: Dive into a rich toolkit of techniques and practices drawn from various agile and lean methodologies. Discover how to tailor these techniques to your team's unique needs and project requirements.Understand how to put these techniques into action: Learn how to implement agile and lean techniques effectively within your team. Discover strategies for overcoming common challenges and fostering a culture of continuous improvement.Learn how to apply the Disciplined Agile toolkit: Explore the comprehensive Disc

Learn the concepts, processes, and tools to create a Digital Strategy for your business. Transform your business with Digital Technologies with this introductory course on Digital Strategy. Learn the key elements of digital strategyDiscover how to assess your digital readinessCreate a digital strategyPractice evaluating digital suppliersGrasp Implementing a Digital TransformationFind out how to create a culture of innovation Digital Strategy drives Digital Transformation, not Digital Technology. This introductory course is for small to medium business owners and employees who need to transform their business digitally but are overwhelmed by the speed of technology change choice in front of them. You'll learn about how to successfully leverage digital technologies effectively and efficiently in order to better serve your customers and grow your market. Content and Overview This course contains over 30 lectures and over 2.5 hours of video content. It's designed for small to medium business owners and employees who want to transform their business by integrating Digital Technologies such as social, mobile, analytics, VR, AR, 3D Printing, sensor networks and the internet of things, SaaS, and cloud technologies such as big data and machine learning. We'll cover what Digital Strategy and Digital Transformation is, what the key elements of Digital strategy are, and how to assess what level of Digital Readiness your business is at by learning how to to a Digital Audit. Then we'll go through the process for creating a Digital Strategy, starting with your purpose and working through a lean and agile business planning approach suited for the fast changing digital technology env

A Journey from Chaos to ControlLike many of you, I've experienced the whirlwind of entrepreneurship: juggling countless tasks, navigating through distractions, feeling as though my business owned me, not the other way around.Amidst the chaos, I lost focus, scattering my energy across numerous roles, only to find myself on a treadmill of busyness that led nowhere.The result?Overworked, underpaid, and shackled to a business that I started for freedom.It was a bitter pill to swallow - I was in business servitude, and it felt like there was no way out.But then, I discovered the transformative power of calculated delegation.By identifying which tasks to eliminate, delegate, or automate, I reclaimed time for critical thinking, leadership, and business growth. This wasn't about losing control but regaining balance and focus.Today, I invite you on a journey to cut through the chaos, enhance your communication, and break free from the grind. This is your chance to reclaim your time, reignite your passion, and steer your business towards success.DelegateFirst: The “Free Yourself” Jump StartDelegateFirst is a workshop designed to help you focus on tasks that bring you joy and generate income. It also prepares you for your next key hire in a way that aligns with your available financial resources and work style.During the 1-hour, self-paced, workshop you will:Prioritize which of your revenue streams to scale, optimize or eliminateEvaluate and categorize your current business activities based on their importance and potential for delegation.Pinpoint the key activities that fuel your revenue and those which can be delegated, automated, or eliminated.Determine your ideal tasks to delegate first that align with your business needs and personal work style.Calculate a delegation budget to strategic

Ready to get serious about your income? The dropshipping model is still a highly profitable way of selling physical products online. Follow along with me as I guide you step-by-step to creating your own dropship empire. Copy my method and you will not only be able to create your own successful dropship websites, but you will also be able to do it for paying clients as well if you wish to.Launch Your First Dropship Website in 14 Days or Less and Build up Your Sales and Profits Until You Reach Your GoalsLearn the specific rules for choosing what to sell with the dropshipping modelDiscover how to quickly find a supplier to drop ship for youLearn the low cost and easy way to get your dropship website set upGet automatically set up to accept credit card payments even if you don't live in the USLearn the right way to set up your website for tons of sales (most site owners are not doing this stuff)Launch your website like a rocket - from scratchScale up your dropship business from a part-time income to a full-time income, or a lot more!A complete blueprint covering every single part of the equationThis course does not simply cover some of the things you need to do in order to succeed with dropshipping. It covers everything from start to finish and assumes that you know nothing at all. Billions of dollars are being earned by people just like you, and you can be taking a share of that. After completing this course you will be better informed than almost all new drop shippers. You will know the true 'secrets' to choosing what to sell and how to sell it.Course Content and OverviewCreated for you if you are brand new to drop shipping, or if you have tried it already and struggled. The course contains 87 lectures which are mainly o

The Project Management Professional Certification Course (PMI-PMP*) includes several sections that ensure you a minimum of 40 PDU's, from video lectures, quizzes, exercises, and projects, for your Project Management Institute (PMI) Certification Exams covering the most relevant information in the Project Management Body of Knowledge developed by the Project Management Institute (PMI).*Project Management Professional (PMP)® is is the gold standard of project management certification. Recognized and demanded by organizations worldwide, the PMP validates your competence to perform in the role of a project manager, leading and directing projects and teams.This course explains the project management professional, as well as the basic and additional cognitive skills a project manager must master. The course also deals with the project life cycle and stages, as well as the institutional factors that affect project management, including the institution’s culture, communication forms, and organizational structures. The course also provides an overview of the groups of project management processes and the interaction between them.This course is unique in that it will quickly teach you how to manage all the major areas of project management including:Mergers and project integration managementProject scope managementProject schedule managementProject cost managementProject quality managementProject risk managementProject supply managementProject procurement managementProject communication managementManaging stakeholders and stakeholdersAlso, the processes and stages of the project is including:Initiation setPlanning