30 Forest courses in Cardiff delivered Live Online

Python Machine Learning algorithms can derive trends (learn) from data and make predictions on data by extrapolating on existing trends. Companies can take advantage of this to gain insights and ultimately improve business. Using Python Machine Learning scikit-learn, practice how to use Python Machine Learning algorithms to perform predictions on data. Learn the below listed algorithms, a small collection of available Python Machine Learning algorithms.

A Solution Circle is a 30 minute creative Problem Solving Process for getting unstuck…Ideal for busy people! lt was designed by Marsha Forest & Jack Pearpoint. This is a short and powerful tool. It is effective in getting “unstuck” from a problem in life or work. Solution Circles are tools of “community capacity”. It assumes and demonstrates that nearby people – in any community or work place have the capacity to help – if asked. It requires a person to ASK – not an easy thing in our culture of privacy and “do it alone”. This tool puts all the values we espouse into practice and demonstrates that TOGETHER WE’RE BETTER. Course Category Problem Solving Description A Solution Circle is a 30 minute creative Problem Solving Process for getting unstuck…Ideal for busy people! lt was designed by Marsha Forest & Jack Pearpoint. This is a short and powerful tool. It is effective in getting “unstuck” from a problem in life or work. Solution Circles are tools of “community capacity”. It assumes and demonstrates that nearby people – in any community or work place have the capacity to help – if asked. It requires a person to ASK – not an easy thing in our culture of privacy and “do it alone”. This tool puts all the values we espouse into practice and demonstrates that TOGETHER WE’RE BETTER. In this training you will learn how to set up and facilitate Solution Circles  Learning Objectives For participants to learn how to facilitate a Solution Circle For participants to understand the underlying rationale and ethos of this way of working For participants to learn the power of team work and problem solving when including challenging individuals Who Is It For? Team Around the Child agencies Parents and Professional working together Families Multi Agency Teams Social workers CAMHS teams Year Managers Primary and secondary staff teams Early Years and School based Practitioners Heads and Deputies SENDCOs Advanced Skills Teachers Primary and secondary teachers Local Authority Support Services Course Content This can be introduced in a twilight, half day or even a full day workshop with individualised coaching. We will provide background context for this approach and will directly model the process with real live issues facing participants. So bring your most challenging concerns to this training. The course answers the questions: What to when you are stuck Can we find an alternative to permanent exclusion or special unit or school placement? Struggling with a child for whom praise is ineffective? Feeling isolated in your responses to a child’s needs? Worried about where your instinctive reactions are leading you? Cannot seem to get any consensus view of a young person’s behaviour/needs amongst all the family and professionals involved – is everyone pulling in different directions? We will cover: Setting the tone Background and detailed teaching of process Inclusion values underpinning this work Graphic and process facilitation skills Processes modelled and opportunities to try process out with coaching Practical setting up of insights and solutions circles Lessons learned

What is Person Centred Planning? How is it different to any other kind of meeting or planning? On this day all will become clear… Give your team the opportunity to pause and reflect on what matters most to them about the work they do. The act of listening to each other creates relationship and strengthens trust and inclusion within the team – in creating a shared vision, groups of people build a sense of commitment together. They develop images of ‘the future we want to create together’, along with the values that will be important in getting there and the goals they want to see achieved along the way. Unfortunately, many people still think ’vision’ is the top leader’s job. In schools, the ‘vision task’ usually falls to the Headteacher and/or the governors or it comes in a glossy document from the local authority or the DfES. But visions based on authority are not sustainable. Making inclusive action plans using full participation and graphic facilitation Drawing on the planning tools MAPS and PATH (Pearpoint, Forest and O’Brien 1997) and other facilitation sources we use both process and graphic facilitation to enable the group to build their picture of what they would love to see happening within their organisation/community in the future and we encourage this to be a positive naming, not just a list of the things they want to avoid. Jack Pearpoint, Marsha Forest and John O’Brien developed these innovative approaches in North America and they are being used successfully in many parts of the UK. The planning can focus on an individual, group or organisation and provides a powerful problem solving opportunity, which is flexible and robust enough for many occasions. Tell the story, find the dream, touch the nightmare, and explore who you are, what are the gifts and strengths of the person or group, what are the needs of those present and what is the action plan for the future? Learning objectives  Participants understand Person Centred Planning and its values and applications Participants have skills and confidence to facilitate PATH/MAP processes Participants learn graphic as well as process facilitation skills Strengthens practitioners inclusive practice Provides additional tools for those involved in inclusive work in schools and the community Further develop problem solving and planning skills Course Content The course answers the questions: Need to find new ways to bring Pathway Planning alive? Bored with annual reviews, transition plans and review meetings? Want to find a way of making meetings and planning feel more real and engaging? Need an approach, which engages a young person respectfully together with his or her family and friends? Want the ultimate visual record of the process of a meeting, which will help everyone, keep track? Want to problem solve and plan for the future of a small or large group, service or organisation up to the size of an LA? Inclusive Solutions offer an introductory day to person centred planning or a 3 – 10 session course which is practical as well as values based. Participants will receive direct individualised coaching and training. We will cover: The person being at the centre Family members and friends being full partners Planning reflecting the person’s capacities, what is important to the person and specifying the support they require to make a full contribution to their community Planning building a shared commitment to action that will uphold the person’s rights Planning leading to continual listening, learning and action and helping the person get what they want out of life. Essential Lifestyle Planning, PATH MAPS Personal Futures Planning.

Duration 1 Days 6 CPD hours This course is intended for This course is intended for both novice and experienced IT professionals, Network Administrators new to Active Directory, Help Desk Personnel, Network Support Personal, Desktop Support Personal, Managers that oversee IT personnel, Developers that create products that interact with Active Directory and Exchange Administrators. Overview At Course Completion you will Understand the industry standards used in Active Directory and their importance. Recognize the functionality of Domain Controllers and Active Directory Replication mechanisms. Understand Forest, Domain and OU structure. Recognize and understand the role of Active Directory Sites. Skills needed to determine Domain Controller Server versions, Forest and Domain Functional levels. Describe authentication Mechanisms in Active Directory NTLM and Kerberos. Optimize and maintain Group Policy Objects (GPO) used in Active Directory. Understand the functioning of Active Directory Partitions and the Global Catalog. Fundamental understanding of using Active Directory with Cloud Services like Federation Services and Azure. This one-day instructor-led class is intended for IT professionals and IT managers who work with Active Directory or supervise IT professionals that work with Active Directory. Additionally, IT professionals that work with products that integrate with Active Directory such as Exchange can also benefit. In this course, students learn how and why Active Directory was developed by Microsoft, the fundamental architecture, basic design, management, as well as security and fundamentals for cloud integration with services like Azure. Module 1: Principles of Active Directory Development of Active Directory What is X.500 LDAP Active Directory Architecture NTLM and Kerberos Managing operating systems with GPOs, Workplace Join and InTune Active Directory Groups: Domain Local, Global and Universal Using and Managing Active Directory Domain Controllers Forest and Domain Functional Levels Introduction to Active Directory Partitions and the Global Catalog Basic Forest Structure and Design Basic Domain Structure and Design Basic OU Structure and Design Module 2: Fundamentals of WAN management with Active Directory Understanding AD Sites and WAN Traffic Management Basic AD Sites and Logon Traffic Introduction to AD Sites and Replication Traffic Bridgehead Servers and Site Link Objects Site Aware Applications Module 3: Introduction to Active Directory Group Policy Objects Introduction to Group Policy Administrative Templates Fundamental Concepts of GPO Scripts Introduction to Creating and Using GPOs Principles of Managing Multiple GPOs Block, Enforce and Inheritance GPOs and Active Directory Versions Introduction to Controlling and Installing Software with GPOs, SRP and App Locker Module 4: Principles of Active Directory Integration Active Directory and ?The Cloud? User Principle Names, Authentication and Active Directory Federated Services Conclusion, Additional Resources, Labs and Exercises Additional course details: Nexus Humans 55152AC Fundamentals of Active Directory 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 55152AC Fundamentals of Active Directory 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.

Person Centred Planning: the act of listening to each other creates relationship and strengthening trust and inclusion within the team. If well facilitated In creating a shared vision, groups of people build a sense of commitment together. They develop images of the future they want to create together, along with the values that will be important in getting there and the goals they want to see achieved along the way. Course Category Person Centred Planning Team Building and Leadership Description How to facilitate Person Centred Planning? How is it different from any other kind of meeting or planning? Person Centred working is great – but how exactly is it facilitated? How does it differ from ‘chairing a meeting” What skills and processes enable the group to work together effectively and avoid going off at tangents or dissolving into an unfocussed ‘discussion’ Person Centred Planning: the act of listening to each other creates relationship and strengthening trust and inclusion within the team. If well facilitated In creating a shared vision, groups of people build a sense of commitment together. They develop images of the future they want to create together, along with the values that will be important in getting there and the goals they want to see achieved along the way. Making inclusive action plans using full participation and graphic facilitation Drawing on the planning tools MAPS and PATH (Pearpoint, Forest and OBrien 1997) and other facilitation sources we use both process and graphic facilitation to enable the group to build their picture of what they would love to see happening within their organisation/community in the future and we encourage this to be a positive naming, not just a list of the things they want to avoid. In this training we make this facilitation explicit and attempt to model, teach and enable practice of key skills and processes. Jack Pearpoint, Marsha Forest and John O’Brien developed these innovative PCP approaches in North America and they are being used successfully in many parts of the UK. The planning can focus on an individual, group or organisation and provides a powerful problem solving opportunity, which is flexible and robust enough for many occasions. Tell the story, find the dream, touch the nightmare, and explore who you are, what are the gifts and strengths of the person or group, what are the needs of those present and what is the action plan for the future? Testimonials Learning Objectives Participants understand group and graphic facilitation processes for Person Centred Planning Participants have skills and confidence to facilitate PATH/MAP processes Participants learn graphic as well as process facilitation skills. Strengthens practitioners inclusive practice Provides additional tools for those involved in inclusive work in schools and the wider community Further develop problem solving and planning skills Who Is It For ? Person Centred Planning Facilitators Multi Agency Teams Social workers CAMHS teams Year Managers Primary and secondary staff teams Early Years and School based Practitioners Heads and Deputies SENCOs Advanced Skills Teachers Primary and secondary teachers Local Authority Support Services Voluntary Organisations Course Content The course answers the questions: Need to find new ways to facilitate Planning? How to facilitate Person Centred Planning? How is it different to any other kind of meeting or planning? Person Centred working is great – but how exactly is it facilitated? What are the skills and processes that will make the group work really well and a wonderful graphic to be created? Bored with annual reviews, transition plans and review meetings? Want to find a way of making meetings and planning feel more real and engaging? Need an approach, which engages a young person respectfully together with his or her family and friends? Want the ultimate visual record of the process of a meeting, which will help everyone, keep track? Want to problem solve and plan for the future of a small or large group, service or organisation up to the size of an LA? Inclusive Solutions offer an introductory day to facilitating person centred planning or a 3 – 10 session course which is practical as well as values based. Participants will receive direct individualised coaching and training. We will cover: Group and Graphic Facilitation processes Use of music and dramatic participation methodology The person being at the centre Family members and friends being full partners Planning reflecting the person’s capacities, what is important to the person and specifying the support they require to make a full contribution to their community Planning building a shared commitment to action that will uphold the person’s rights Planning leading to continual listening, learning and action and helping the person get what they want out of life. Essential Lifestyle Planning, PATH MAPS Personal Futures Planning

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Need a PATH? A person-centred plan?  This is a planning process not a training day. Let us facilitate your planning and refocus your story whilst strengthening you and your group, team, family, staff or organisation.  This tool uses both process and graphic facilitation to help any group develop a shared vision and then to make a start on working out what they will need to do together to move towards that vision.  Is your team or family stuck? Want to move on, but haunted by the past and cannot get any useful dialogue started about the future? Facing a challenging transition into a new school or setting? Leaving school? Bored with annual reviews, transition plans and review meetings? Want to find a way of making meetings and planning feel more real and engaging? Need an approach, which engages a young person respectfully together with his or her family and friends? Want the ultimate visual record of the process of a meeting, which will help everyone, keep track? Want to problem solve and plan for the future of a small or large group, service or organisation up to the size of an LA Give your team the opportunity to pause and reflect on what matters most to them about the work they do. The act of listening to each other creates relationship and strengthens trust and inclusion within the team – in creating a shared vision, groups of people build a sense of commitment together. They develop images of the future we want to create together, along with the values that will be important in getting there and the goals they want to see achieved along the way. Unfortunately, many people still think vision is the top leader’s job. In schools, the vision task usually falls to the Headteacher and/or the governors or it comes in a glossy document from the local authority or the DfES. But visions based on authority are not sustainable.  Using the planning tool PATH (Pearpoint, Forest and OBrien 1997) and other facilitation sources we use both process and graphic facilitation to enable the group to build their picture of what they would love to see happening within their organisation/community in the future and we encourage this to be a positive naming, not just a list of the things they want to avoid.  Outcomes  To create a shared vision To name shared goals To enrol others To strengthen the group To explore connections and needs To specify an Action Plan To create a visual graphic record of the whole event Process Content  PATH is a creative planning tool that utilises graphic facilitation to collect information and develop positive future plans.  PATH goes directly to the future and implements backwards planning to create a step by step path to a desirable future. (Inclusion Press, 2000). These tools were developed by Jack Pearpoint, Marsha Forest and John O’Brien to help marginalised people be included in society and to enable people to develop a shared vision for the future.  PATH can be used with individuals and their circle of support, families teams and organisations.  Both MAP and PATH are facilitated by two trained facilitators – one process facilitator who guides people through the stages and ensures that the person is at the centre and one graphic facilitator who develops a graphic record of the conversations taking place in the room.  Follow the link below to read a detailed thesis by Dr Margo Bristow on the use of PATH by educational Psychologists in the UK.  AN EXPLORATION OF THE USE OF PATH (A PERSON-CENTRED PLANNING TOOL) BY EDUCATIONAL PSYCHOLOGISTS WITH VULNERABLE AND CHALLENGING PUPILS  The findings indicate that PATH impacted positively and pupils attributed increased confidence and motivation to achieve their goals to their PATH. Parents and young people felt they had contributed to the process as equal partners, feeling their voices were heard. Improved pupil- parent relationships and parent-school relationships were reported and the importance of having skilled facilitators was highlighted. Although participants were generally positive about the process, many felt daunted beforehand, possibly due to a lack of preparation. Pre-PATHplanning and post-PATH review were highlighted as areas requiring further consideration by PATH organisers. Recommendations to shape and improve the delivery of PATH are outlined together with future research directions.

To facilitate a group, family, team or organisation in thinking together around a given challenge or issue here is an opportunity to experience for real the person centred, futures planning tool – MAP (Pearpoint, Forest et. al. 1989). This is a process not a training day. Let us facilitate your planning and refocus your story whilst strengthening you and your group. This tool uses both process and graphic facilitation to help any group develop a shared vision and then to make a start on working out what they will need to do together to move towards that vision. MAPS are great for threshold moments. Is your team stuck? Want to move on, haunted by the past cannot get any useful dialogue about the future? Facing a challenging transition into a new school or setting? Leaving school? Bored with annual reviews, transition plans and review meetings? Want to find a way of making meetings and planning feel more real and engaging? Need an approach, which engages a young person respectfully together with his or her family and friends? Want the ultimate visual record of the process of a meeting, which will help everyone, keep track? Want to problem solve and plan for the future of a small or large group, service or organisation up to the size of an LEA Learning Objectives To create a shared vision To talk through the story so far and reflect upon it To name the worse nightmares that will block progress To strengthen the group by focussing on gifts and capacity To detail needs To specify an Action Plan To create a visual graphic record of the whole event Course Content The MAP process has 6 Steps: The story so far. The group is required to think back over the years to describe their collective experience of changes and events over time within their settings. Stories and events are recorded on the graphic. Building Shared Dreams. The group thinks together about what they would love to see happening for children, families and practitioners in their settings if they could have it all. If there were no constraints on time, money, resources, people or anything else what do they see happening in their imaginations? The various ideas that the group comes up with are then recorded in key words, images and colours on the MAP graphic. The purpose of this Step is to give the group a sense of direction, their North Star, an image of the place they want to work towards. Nightmare. In this Step, the group imagines the worst scenarios. What is the opposite of their dreams? How bad could it get? This is a shorter but powerful process that can give some groups more energy than dreaming together. Gifts and Capacity. In this Step the group is asked to take explicit stock of their capacities and what they already have going for them as they begin working towards the vision. This is a strong reminder for any group of the wealth of knowledge and experience that is already and always in the room. Needs. In this Step the group is invited to begin to name some of the needs they will have if they are to move forward to wards the dream and away from the nightmare. Actions. This is the final Step in the MAP and calls for individuals within the group to name a range of very specific actions (however small) that they will take within a definite time scale. This is not a time for declaring good intentions or suggesting good ideas for someone else to do. The purpose of this Step is to end the MAP process with a range of clearly understood actions that carry this planning process forward into the real world.

Duration 2 Days 12 CPD hours This course is intended for If you are a data analyst, data scientist, or a business analyst who wants to get started with using Python and machine learning techniques to analyze data and predict outcomes, this book is for you. Basic knowledge of computer programming and data analytics is a must. Familiarity with mathematical concepts such as algebra and basic statistics will be useful. Overview By the end of this course, you will have the skills you need to confidently use various machine learning algorithms to perform detailed data analysis and extract meaningful insights from data. This course is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. The course will help you understand how you can use pandas and Matplotlib to critically examine a dataset with summary statistics and graphs, and extract the insights you seek to derive. You will continue to build on your knowledge as you learn how to prepare data and feed it to machine learning algorithms, such as regularized logistic regression and random forest, using the scikit-learn package. You?ll discover how to tune the algorithms to provide the best predictions on new and unseen data. As you delve into later sections, you?ll be able to understand the working and output of these algorithms and gain insight into not only the predictive capabilities of the models but also their reasons for making these predictions. Data Exploration and Cleaning Python and the Anaconda Package Management System Different Types of Data Science Problems Loading the Case Study Data with Jupyter and pandas Data Quality Assurance and Exploration Exploring the Financial History Features in the Dataset Activity 1: Exploring Remaining Financial Features in the Dataset Introduction to Scikit-Learn and Model Evaluation Introduction Model Performance Metrics for Binary Classification Activity 2: Performing Logistic Regression with a New Feature and Creating a Precision-Recall Curve Details of Logistic Regression and Feature Exploration Introduction Examining the Relationships between Features and the Response Univariate Feature Selection: What It Does and Doesn't Do Building Cloud-Native Applications Activity 3: Fitting a Logistic Regression Model and Directly Using the Coefficients The Bias-Variance Trade-off Introduction Estimating the Coefficients and Intercepts of Logistic Regression Cross Validation: Choosing the Regularization Parameter and Other Hyperparameters Activity 4: Cross-Validation and Feature Engineering with the Case Study Data Decision Trees and Random Forests Introduction Decision trees Random Forests: Ensembles of Decision Trees Activity 5: Cross-Validation Grid Search with Random Forest Imputation of Missing Data, Financial Analysis, and Delivery to Client Introduction Review of Modeling Results Dealing with Missing Data: Imputation Strategies Activity 6: Deriving Financial Insights Final Thoughts on Delivering the Predictive Model to the Client

This Python Machine Learning online instructor led course is an excellent introduction to popular machine learning algorithms. Python Machine Learning 2-day Course Prerequisites: Basic knowledge of Python coding is a pre-requisite. Who Should Attend? This course is an overview of machine learning and machine learning algorithms in Python SciKitLearn. Practical: We cover the below listed algorithms, which is only a small collection of what is available. However, it will give you a good understanding, to plan your Machine Learning project We create, experiment and run machine learning sample code to implement a short selected but representative list of available the algorithms. Course Outline: Supervised Machine Learning: Classification Algorithms: Naive Bayes, Decision Tree, Logistic Regression, K-Nearest Neighbors, Support Vector Machine Regression Algorithms: Linear, Polynomial Unsupervised Machine Learning: Clustering Algorithms: K-means clustering, Hierarchical Clustering Dimension Reduction Algorithms: Principal Component Analysis Latent Dirichlet allocation (LDA) Association Machine Learning Algorithms: Apriori, Euclat Other machine learning Algorithms: Ensemble Methods ( Stacking, bagging, boosting ) Algorithms: Random Forest, Gradient Boosting Reinforcement learning Algorithms: Q-Learning Neural Networks and Deep Leaning Algorithms: Convolutional Network (CNN) Data Exploration and Preprocessing: The first part of a Machine Learning project understands the data and the problem at hand. Data cleaning, data transformation and data pre-processing are covered using Python functions to make data exploration and preprocessing relatively easy. What is included in this Python Machine Learning: Python Machine Learning Certificate on completion Python Machine Learning notes Practical Python Machine Learning exercises and code examples After the course, 1 free, online session for questions or revision Python Machine Learning. Max group size on this Python Machine Learning is 4. Refund Policy No Refunds