404 Courses delivered Live Online

Duration 1 Days 6 CPD hours This course is intended for This course is intended for students who want to use more advanced functionalities in Microsoft Word, including image manipulation, collaboration and revision tracking, cross- referencing and linking, document security, forms, and process automation through macros. Overview In this course, you will explore advanced functionalities in Word. You will: Use images in a document. Create custom graphic elements. Collaborate on documents. Add reference marks and notes. Secure a document. Create and manipulate forms. Create macros to automate tasks. Word for Microsoft 365 enables you to do far more than simple word processing. Word includes advanced image manipulation tools, collaboration features, cross-referencing and linking tools, entry forms and data collection, security features, and tools to automate document production.Being able to manipulate graphics and efficiently create, manage, revise, and distribute long documents and forms can help your organization create important and interesting documents. Implementing time-saving features that enable you to work well in a collaborative mode will benefit both you and your organization. Constructing document elements that ensure your readers have access to pertinent information at the click of a button, while at the same time protecting sensitive information, is another important skill. Mastering these skills and techniques will make you a valued employee in your organization.Note: Most Office users perform the majority of their daily tasks using the desktop version of the Office software, so that is the focus of this training. The course material will alsoenable you to access and effectively utilize many web-based resources provided with your Microsoft 365? subscription. Helpful notes throughout the material alert you to caseswhere the online version of the application may function differently from the primary, desktop version.This course may be a useful component in your preparation for theMicrosoft Word (Microsoft 365 Apps and Office 2019): Exam MO-100 and Microsoft Word Expert (Microsoft 365 Apps and Office 2019): Exam MO-101 certification exams. Lesson 1: Manipulating Images Topic A: Integrate Pictures and Text Topic B: Adjust Image Appearance Lesson 2: Using Custom Graphic Elements Topic A: Create Text Boxes and Pull Quotes Topic B: Add WordArt and Other Text Effects Topic C: Draw Shapes Topic D: Create Complex Illustrations with SmartArt Lesson 3: Collaborating on Documents Topic A: Share and Co-Author a Document Topic B: Mark Up a Document Topic C: Review Markups Topic D: Merge Changes from Other Documents Lesson 4: Adding Document References and Links Topic A: Add Captions Topic B: Add Cross-References Topic C: Add Bookmarks Topic D: Add Links Topic E: Insert Footnotes and Endnotes Topic F: Add Citations and a Bibliography Lesson 5: Securing a Document Topic A: Suppress Information Topic B: Set Formatting and Editing Restrictions Topic C: Restrict Document Access Topic D: Add a Digital Signature to a Document Lesson 6: Using Forms to Manage Content Topic A: Create Forms Topic B: Modify Forms Lesson 7: Automating Repetitive Tasks with Macros Topic A: Automate Tasks by Using Macros Topic B: Create a Macro Additional course details: Nexus Humans Microsoft Word for Office 365 (Desktop or Online) (v1.1) Part 3 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 Microsoft Word for Office 365 (Desktop or Online) (v1.1) Part 3 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 45.625 Days 273.75 CPD hours Overview Live, instructor-led virtual classes: Benefit from an interactive classroom with added flexibility and convenience. Access to Red Hat certified instructors: Virtual classes are taught by the same experienced subject matter experts who lead classroom trainings. Flexible scheduling options: Various class topics and time options facilitate incorporating learning and preferences into busy schedules. Focused training sessions: Participants can narrow their learning to more specific topic areas. Choice of learning modality: A combination of self-paced materials and expert-taught classes maximizes learning. Train without traveling: Learn when, where, and how it is best for you Red Hat© Learning Subscription Premium provides a customizable learning experience with self-paced and live training options. Users can tailor their learning with recorded video classes, e-books, online content, and live virtual classes. A subscription provides access to content across the entire Red Hat product portfolio, content that is continuously updated by Red Hat experts. Live, instructor-led classes create an engaging, immersive learning experience. These interactive sessions compliment the on-demand, self-paced learning materials available with a Red Hat Learning Subscription for highly effective, flexible training for everyone from beginners to experienced professionals.This subscription provides an array of additional features to complement the learning experience. Cloud-based labs give the opportunity for hands-on practice in actual Red Hat environments. Expert extras are short, on-demand videos where Red Hat practitioners demonstrate innovative technologies in practical scenarios. Skills paths and pre-assessments are available for course selection guidance. Red Hat Learning Subscription Premium also includes certification exams. Red Hat?s exams are industry-recognized and performance-based. These exams validate that holders have the skills needed to undertake even the most ambitious technology projects. Reporting capabilities to track progress toward training and certification goals. 24x7 self-paced access to Red Hat online training and video classroom courses Content is created by Red Hat experts who build and use Red Hat technology and is directly related to Red Hat certification exams. Early access Be the first to explore in-development technology before it is officially released by accessing courses and labs in development. Cloud-based labs Get hands-on practice in authentic Red Hat environments, delivered 24x7 on six continents. Skills paths Map your learning and certification goals to one of the skills paths inside the platform to develop a strong foundation for a specific skill set. Certification exams and retakes Validate your skills through performance-based exams remotely or at a testing station. Exams can be taken when and where it's most convenient. Expert extras Red Hat field practitioners present short demo videos to supplement courses by showing innovative technologies and practices based on actual use cases. Expert chat Get direct answers and guidance from curriculum experts via a 30-minute chat session per day. Machine translations provide chat dialogue in local languages. E-book Downloads Download course e-books to continue learning offline. Reporting An individual?s dashboard provides a summary of training progress, courses and labs taken, and exam status. Management reports provide insights so a team?s engagement and progress can be measured. Globally available,translated content Access Red Hat?s most popular courses in as many as 11 languages: English, International Spanish, Brazilian Portuguese, French, Italian, German, Simplified Chinese, Korean, Japanese, Hindi, and Czech. Additional course details: Nexus Humans Red Hat Learning Subscription Premium 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 Red Hat Learning Subscription Premium 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.

EQ is a pattern of how people's biases in their thinking leads them to think one choice or thing is better than another, as well as their clarity in differentiating within those biases to exercise clear and sound judgement. Where your thinking and responses lie within your biases spectrum, and your ability in adjusting to the situation you find yourself in, will determine responses equating to poor or strong Emotional Intelligence (EI). This course will enhance and promote the skill set necessary for any working leader or manager, allowing our in-depth emotional intelligence knowledge to be applied into your working environment. From an employer's perspective, this award can be a significant long-term return on investment by further developing your leaders and managers. What Does This Course Offer? Our program offers an EQ-SWOT™ assessment and EI Model in detail, and through activity and discussion we explore how applying and possibly adjusting, you may offer an improved Emotional Intelligence. Our learning experiences are successful because the outcomes are quickly embedded and demonstrate an immediate visible impact on the day-to-day working environment. Our engaging learning inspires employees to want to personally add value to the companies they work for. We also offer our Paradigm EQ-SWOT™ online assessment and report as a frame of reference within the program. This assessment should be completed before attending the program, and will be expanded upon during the program delivery. Course Content The Emotional Intelligence for Today’s Leadership and Management course covers the following topics: What makes EI so important within the workplace Self-Awareness and your EQ Profile The EQ unpacked Unconscious Bias & EI How to develop your EI quotient Accreditation Activity Our accredited tutors deliver training that encourages delegates to confidently and practically apply all they have learnt as soon as they get back into the business. To achieve this award, delegates need to prepare and deliver a 3 minute presentation* on the highlights of their learning and immediate application avenues when back in their working environment. *Participants will be given 30 minutes during the program to prepare for their 3 min presentation at the end of the program. Scheduled Course Dates Unfortunately this course is not currently scheduled as an open course as it is primarily run as an in-house programme. For more information, please contact us. In-House Courses This is our own management training course which has been developed and refined over the many years we have been providing it to delegates from organisations in virtually every industry. This means that the course syllabus is extremely flexible and can be tailored to your specific requirements. If you would like to discuss how we can tailor this management training course for you and/or run it at your premises, please contact us.

Duration 4 Days 24 CPD hours This course is intended for The primary audience for this course is as follows: Network Administrators Administrators interested in Automation Individuals interested in devops, specifically for networking Overview This course teaches students to blend Python skillsets with Ansible through the lens of automating networks. Automation techniques for the most popular vendor (incl. Cisco, Juniper, Arista) will be subjects of study, however, students may request examples from vendors within their own environments. Topics begin with a focus on automating networks with Python; this skill set is then folded into a broadening understanding of automating with Ansible. Students will have programmatic experience automating enterprise class networks by the conclusion of this course (includes writing custom Ansible modules with Python). Class is a combination of lecture, demonstration, and hands-on labs. Students are invited to share their own relevant Python and Ansible scripts with the instructor to ensure class subjects are as relevant as possible. All notes and scripts will be made available to students by the end of each day via a cloud-share or email. Lab time will be given reinforce that day's topics and demonstrations. No two networks are the same! Learn to automate your network with a Python and Ansible skillset. Course can be taught across all major (and most minor) network vendors. Course demonstrations can be adapted to best-fit the customer?s network to ensure all lessons have maximum relevance. Day 1 ? Critical Python Catchup & Review Overview of Python and Ansible Python white space rules & best practices Printing and more Printing Date types and Variables Packing and Unpacking Variables f Strings Conditional expressions Relational and Boolean operators Lists, Tuples, Dictionaries Indexing and slicing Built-in functions Iterating with Loops (for and while) Working with files Software Control Management (SCM) (Git, Github, Bitbucket, Cloudshare, etc.) Using Python to access REST interfaces Working with JSON Python, Ansible and Paramiko Using Paramiko to SSH with keys and passwords RESTful API review API keys Paramiko Review Using Paramiko to SFTP with keys and passwords Day 02 ? Python and Network Automation Introduction to Netmiko (automating routers and switches) Using Netmiko to send commands to / from network devices Working with YAML Converting JSON to YAML with Python Ansible keywords YAML and JSON for data exchange Ansible and YAML Ansible Playbook components Tying together Python and Ansible ? Using Python within Ansible Ansible Network Modules What is new in Ansible (most current updates / release notes) Network Agnostic modules Writing network playbooks Reviewing the construction of network playbooks Writing Ansible playbooks that respond to network failures Day 03 ? Blending Python and Ansible Skillsets Review how to use Python within Ansible Calling Python scripts with Ansible Jinja2 Templating Engine for Python (and Ansible) Using Templates in Ansible playbooks Jinja2 filters, looping, and other useful tricks for automating with Ansible Playbook tagging for selective runs When to use Python and when to use Ansible ?Big Picture? options for using Python & Ansible within your Network Ansible Roles Day 04 ? Customizing Ansible with Python Review ? Running Scripts with Ansible Prompting for Ansible user input Ansible Galaxy & Getting at Roles Writing a custom Ansible Module with Python Ansible ?Engine? vs Ansible ?Tower? ? marketing hype, capabilities, costs, etc. Case Study: Automate your Enterprise Network When to use Python and when to use Ansible Writing your own Ansible modules in Python ?Big Picture? options for using Python & Ansible within your Network Overview ? NETCONF / YANG and what they mean for Python and Ansible Molecule ? Testing your roles Additional course details: Nexus Humans Network Automation with Python and Ansible 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 Network Automation with Python and Ansible 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.

Our course empowers you to handle workplace issues effectively and fairly. Learn best practices, procedures, and communication skills to maintain a harmonious and compliant workplace. Course overview Duration: 1 day (6.5 hours) This course will enable participants to manage disciplinary and grievance issues effectively. The emphasis is on the use of a structured approach where positive action and problem-solving is highlighted as a priority. The course will build knowledge, skill and confidence in handling these areas objectively, fairly and appropriately in line with policies/procedures, best practice and legal requirements. Objectives  By the end of the course you will be able to: Describe the purpose of disciplinary and grievance procedures and how these relate to relevant laws and other procedures Know your role as managers in fairly and consistently applying the procedures at the informal and formal stages Explain the grounds for disciplinary or grievance action and the need to collect, assess and present evidence Describe the structure and roles of disciplinary meetings Explain of the basis for reaching fair and reasonable decisions and possible remedies and penalties Describe the grounds and procedure for appeals Content Disciplinary Procedures Employment Contract – what an employee and employer expect and how to manage when broken. Natural Justice – ensuring ‘fair play’. Misconduct v Capability - what is the difference and which process should be used to manage both. Informal v Formal Action – understanding the processes for both informal and formal disciplinary actions. Suspensions – when, why and how to suspend an employee. Investigations – how to undertake a robust investigation and what to include in the report. Disciplinary Meeting – how to conduct the meeting, the different roles involved. Appeals – understanding how people can appeal and the process to appeal. Grievance Procedures What the law requires – what are the legal requirements for handling a grievance. Informal v Formal Action – understanding the processes for both informal and formal grievance procedures. Conducting the hearing – how to undertake a robust hearing and who should be involved. Appeals - how can people appeal and what is the process.

Duration 5 Days 30 CPD hours This course is intended for New or junior administrators and operators; system managers accountable for staffing and training Horizon operators and administrators. Experienced system operators, administrators, and integrators responsible for managing and maintaining VMware Horizon solutions Overview By the end of the course, you should be able to meet the following objectives: Implement a structured approach to troubleshooting Resolve common issues that occur in a VMware Horizon environment Troubleshoot issues with linked and instant clones Configure the Windows client Identify the correct log level for gathering logs Optimize protocols for best end-user experience Discuss Horizon Connection Server advanced configurations List troubleshooting techniques for Horizon Connection Server common issues Interpret Horizon 8 Connection Server logs Identify Unified Access Gateway configuration and certificate issues List troubleshooting steps for Unified Access Gateway common issues Describe BLAST configuration verification using logs and settings Describe BLAST optimization recommendations for different use cases Describe Horizon 8 Connections and how to troubleshoot related issues Describe Horizon 8 certificates List troubleshooting steps for common issues with Horizon 8 certificates Leverage Horizon infrastructure troubleshooting steps to resolve issues  This five-day course builds your skills in resolving common issues that occur in a VMware Horizon© environment. You engage in a series of lab exercises to bring existing environment issues to resolution. The exercises mirror real-world troubleshooting use cases. These exercises equip learners with the knowledge and practical skills to manage typical challenges faced by virtual desktop administrators and operators and provides you with the advanced knowledge, skills, and abilities to troubleshoot VMware Horizon© 8 infrastructure related issues. This workshop teaches the required skill and competence for troubleshooting VMware Horizon© Connection Server?, VMware Unified Access Gateway?, protocols, connections, and certificates Course Introduction Introductions and course logistics Course objectives Overview of Virtual Desktop Troubleshooting Structured approach to troubleshooting configuration and operational problems Applying troubleshooting methods Documenting the steps to resolving the problem Command-Line Tools and Backup Options Using command-line tools Backing-up and restoring VMware Horizon databases Troubleshooting Horizon Linked Clone Desktops Only applicable for Horizon 7.x environments Describe the components that make up a VMware Horizon desktop Explain how the View Agent Direct-Connection plug-In is useful for diagnosing problems Highlight the best practice for optimizing a VMware Horizon desktop Troubleshoot common problems with VMware Horizon desktops Troubleshooting Instant Clones Discuss how instant clones are created Discuss what gets logged when an instant clone is created Discuss the keywords to look for in the logs when troubleshooting instant clones Discuss how to troubleshoot problems with instant clones Windows Client Correctly configure the Windows Client Identify the correct log level for gathering logs Enable the required SSL configuration level for the environment Ports and Protocols Discuss the key ports on a Horizon Environment Discuss protocols used in the Horizon Environment Understand the benefit of optimizing Blast Become familiar with the optimization features for Blast Implement GPO changes for Blast Become familiar with the causes for Black Screens Discuss how to troubleshoot Black Screen problems Identify problems encountered when applying GPOs Discuss how to troubleshoot GPO-related problems Horizon Connection Server Troubleshooting Discuss Horizon Connection Server general troubleshooting techniques Identity Horizon Connection Server common issues through logs Describe AD LDS replication Discuss Horizon Connection Server replication common issues Review and Interpret Horizon Connection Server logs Compare successful and unsuccessful logs from everyday infrastructure administration tasks Unified Access Gateway Troubleshooting List and identify common Unified Access Gateway deployment issues Monitor the Unified Access Gateway deployment to identify health and issues Identify and troubleshoot Unified Access Gateway certificate issues Monitor, test, and troubleshoot network problems Discuss general Unified Access Gateway troubleshooting processes BLAST Configuration Verification Discuss BLAST Codecs and Encoder Switch settings. Describe how to verify BLAST configuration using logs and settings BLAST Optimization List general BLAST optimization recommendations Summarize BLAST tuning recommendations that apply to WAN connections Summarize BLAST tuning recommendations that apply to work-from-home and home-office-to-cloud use cases Describe recommended tuning options to increase display protocol quality for all use cases and applications. VMware Horizon Connections Troubleshooting Explain Horizon connections Describe the role of Primary and Secondary protocols in Horizon connections Describe HTML client access connections Describe Horizon connections load balancing Describe timeout settings, supported health monitoring string, and suitable load balancer persistence values Identify troubleshooting steps for failing Horizon load balancer connections List troubleshooting steps for Horizon connections VMware Horizon Certificates Troubleshooting List Horizon certificate functions Describe Horizon certificates scenarios. Discuss potential challenges related to certificates in Horizon Describe the troubleshooting approach to Horizon certificate issues VMware Horizon Challenge Lab Leverage Horizon infrastructure troubleshooting steps to resolve issues

An M&A specialist is a senior CFO with a proven track record of overseeing and implementing mergers and acquisitions. An M&A specialist is a senior CFO with a proven track record of overseeing and implementing mergers and acquisitions. They may be hired on a full-time basis and carry a full CFO workload or can be recruited on a part-time or interim basis to focus on a specific merger or acquisition. This flexibility is ideal for start-ups and SMEs who don’t have the budget to recruit a full external team to oversee an M&A or to hire a full-time CFO. The CFO is a link between both companies engaged in the M&A, acting as the eyes and ears for both the board and CEO. Their financial skills enable them to identify potential M&A opportunities and incorporate risk management into their strategy to get the most value out of their deal. Most companies evolve their approach to mergers and acquisitions organically, especially those who rely on an M&A specialist instead of having a dedicated team that works solely on M&A. The CFO is responsible for considering any potential acquisitions, crunching the numbers involved, and ensuring due diligence. They’ll be responsible for determining the value of a potential M&A and presenting it to the company’s board and leadership team to determine whether to make the purchase. An M&A specialist is responsible for gathering the data – including both positive and negative factors – to present an objective look at the other organisation and the potential value the acquisition could bring. CFOs will spend most of their time getting to grips with the numbers involved, long before presenting the M&A proposal to the board. This exercise also requires them to have real-time insight into their own company’s performance, value, and finances to paint a wider picture. An M&A specialist will take the critical steps of ensuring that the numbers presented to them are correct. CFOs who don’t specialise in M&As will still have the skill set required to oversee the process but may lack the efficiency and unique insight of an M&A specialist. Companies that are exploring the option of a merger or being acquired by another company may also decide to recruit an M&A specialist to prepare their accounting. The organisation will want to ensure they present the correct numbers to get the correct valuation and prevent any delays further in the process if incorrect numbers pop up. Getting on top of the data early can enable CFOs to plan accordingly. Most will want to provide extra time within their strategy for any potential hiccups along the way. Spending more time on the data early on can speed up the process while still ensuring due diligence is met. Visit our website to learn more https://www.fdcapital.co.uk/mergers-and-acquistions-specialist/ Tags Online Events Things To Do Online Online Networking Online Business Networking #finance #insights #cfo #mergers #acquisitions

Duration 2 Days 12 CPD hours This course is intended for Audience: Data Scientists, Software Developers, IT Architects, and Technical Managers. Participants should have the general knowledge of statistics and programming Also familiar with Python Overview ? NumPy, pandas, Matplotlib, scikit-learn ? Python REPLs ? Jupyter Notebooks ? Data analytics life-cycle phases ? Data repairing and normalizing ? Data aggregation and grouping ? Data visualization ? Data science algorithms for supervised and unsupervised machine learning Covers theoretical and technical aspects of using Python in Applied Data Science projects and Data Logistics use cases. Python for Data Science ? Using Modules ? Listing Methods in a Module ? Creating Your Own Modules ? List Comprehension ? Dictionary Comprehension ? String Comprehension ? Python 2 vs Python 3 ? Sets (Python 3+) ? Python Idioms ? Python Data Science ?Ecosystem? ? NumPy ? NumPy Arrays ? NumPy Idioms ? pandas ? Data Wrangling with pandas' DataFrame ? SciPy ? Scikit-learn ? SciPy or scikit-learn? ? Matplotlib ? Python vs R ? Python on Apache Spark ? Python Dev Tools and REPLs ? Anaconda ? IPython ? Visual Studio Code ? Jupyter ? Jupyter Basic Commands ? Summary Applied Data Science ? What is Data Science? ? Data Science Ecosystem ? Data Mining vs. Data Science ? Business Analytics vs. Data Science ? Data Science, Machine Learning, AI? ? Who is a Data Scientist? ? Data Science Skill Sets Venn Diagram ? Data Scientists at Work ? Examples of Data Science Projects ? An Example of a Data Product ? Applied Data Science at Google ? Data Science Gotchas ? Summary Data Analytics Life-cycle Phases ? Big Data Analytics Pipeline ? Data Discovery Phase ? Data Harvesting Phase ? Data Priming Phase ? Data Logistics and Data Governance ? Exploratory Data Analysis ? Model Planning Phase ? Model Building Phase ? Communicating the Results ? Production Roll-out ? Summary Repairing and Normalizing Data ? Repairing and Normalizing Data ? Dealing with the Missing Data ? Sample Data Set ? Getting Info on Null Data ? Dropping a Column ? Interpolating Missing Data in pandas ? Replacing the Missing Values with the Mean Value ? Scaling (Normalizing) the Data ? Data Preprocessing with scikit-learn ? Scaling with the scale() Function ? The MinMaxScaler Object ? Summary Descriptive Statistics Computing Features in Python ? Descriptive Statistics ? Non-uniformity of a Probability Distribution ? Using NumPy for Calculating Descriptive Statistics Measures ? Finding Min and Max in NumPy ? Using pandas for Calculating Descriptive Statistics Measures ? Correlation ? Regression and Correlation ? Covariance ? Getting Pairwise Correlation and Covariance Measures ? Finding Min and Max in pandas DataFrame ? Summary Data Aggregation and Grouping ? Data Aggregation and Grouping ? Sample Data Set ? The pandas.core.groupby.SeriesGroupBy Object ? Grouping by Two or More Columns ? Emulating the SQL's WHERE Clause ? The Pivot Tables ? Cross-Tabulation ? Summary Data Visualization with matplotlib ? Data Visualization ? What is matplotlib? ? Getting Started with matplotlib ? The Plotting Window ? The Figure Options ? The matplotlib.pyplot.plot() Function ? The matplotlib.pyplot.bar() Function ? The matplotlib.pyplot.pie () Function ? Subplots ? Using the matplotlib.gridspec.GridSpec Object ? The matplotlib.pyplot.subplot() Function ? Hands-on Exercise ? Figures ? Saving Figures to File ? Visualization with pandas ? Working with matplotlib in Jupyter Notebooks ? Summary Data Science and ML Algorithms in scikit-learn ? Data Science, Machine Learning, AI? ? Types of Machine Learning ? Terminology: Features and Observations ? Continuous and Categorical Features (Variables) ? Terminology: Axis ? The scikit-learn Package ? scikit-learn Estimators ? Models, Estimators, and Predictors ? Common Distance Metrics ? The Euclidean Metric ? The LIBSVM format ? Scaling of the Features ? The Curse of Dimensionality ? Supervised vs Unsupervised Machine Learning ? Supervised Machine Learning Algorithms ? Unsupervised Machine Learning Algorithms ? Choose the Right Algorithm ? Life-cycles of Machine Learning Development ? Data Split for Training and Test Data Sets ? Data Splitting in scikit-learn ? Hands-on Exercise ? Classification Examples ? Classifying with k-Nearest Neighbors (SL) ? k-Nearest Neighbors Algorithm ? k-Nearest Neighbors Algorithm ? The Error Rate ? Hands-on Exercise ? Dimensionality Reduction ? The Advantages of Dimensionality Reduction ? Principal component analysis (PCA) ? Hands-on Exercise ? Data Blending ? Decision Trees (SL) ? Decision Tree Terminology ? Decision Tree Classification in Context of Information Theory ? Information Entropy Defined ? The Shannon Entropy Formula ? The Simplified Decision Tree Algorithm ? Using Decision Trees ? Random Forests ? SVM ? Naive Bayes Classifier (SL) ? Naive Bayesian Probabilistic Model in a Nutshell ? Bayes Formula ? Classification of Documents with Naive Bayes ? Unsupervised Learning Type: Clustering ? Clustering Examples ? k-Means Clustering (UL) ? k-Means Clustering in a Nutshell ? k-Means Characteristics ? Regression Analysis ? Simple Linear Regression Model ? Linear vs Non-Linear Regression ? Linear Regression Illustration ? Major Underlying Assumptions for Regression Analysis ? Least-Squares Method (LSM) ? Locally Weighted Linear Regression ? Regression Models in Excel ? Multiple Regression Analysis ? Logistic Regression ? Regression vs Classification ? Time-Series Analysis ? Decomposing Time-Series ? Summary Lab Exercises Lab 1 - Learning the Lab Environment Lab 2 - Using Jupyter Notebook Lab 3 - Repairing and Normalizing Data Lab 4 - Computing Descriptive Statistics Lab 5 - Data Grouping and Aggregation Lab 6 - Data Visualization with matplotlib Lab 7 - Data Splitting Lab 8 - k-Nearest Neighbors Algorithm Lab 9 - The k-means Algorithm Lab 10 - The Random Forest Algorithm

believe-IN Webinar Series: Plan the Way Out Life Changes Webinar 1: Stress awareness: life changes and transitions. What’s going on?

believe-IN Webinar Series: Plan the Way Out Life Changes. Webinar 3 – Performance: Planning the Way Out of Life Changes.