Python Machine Learning Course, 1-Days, Online Attendance
By Pcw Courses Ltd
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
Certified Artificial Intelligence Practitioner
By Mpi Learning - Professional Learning And Development Provider
This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, follow a methodical workflow to develop sound solutions, use open-source, off-the-shelf tools to develop, test, and deploy those solutions, and ensure that they protect the privacy of users. This course includes hands-on activities for each topic area.
A personalized 1-1 session of Shamanic Yoga is a session of healing of the body according to the blockages and limitations that appear to your eyes, which give us the key to solve in a marvellous way what your soul needs. This yoga is suitable to everyone and it is very easy and creative. SHAMANIC YOGA is ancestral, ancient, pre-vedic. It has the element of ecstasy, of a non ordinary state of consciousness, where you work with nature, animals, yantras, mantras, mudras, rituals, initiations in the imaginal forest, in the natural code, non the social code. Merceliade says that this yoga is the oldest form of yoga and we find it in various traditions: Hindu tradition (Shaktism), Himalayan (Naropa, Milarepa etc), South America (Andean yoga), Siberia, Mongolia, Japan (Yamabushi), Taoism, Alchemy. Shamanic yoga is not an exercise of the body, but a mystical, esoteric and initiatory healing practice that is distinguished by two characteristics; the first is ecstasy, the ability to communicate with the invisible, regaining the state of non-duality that is the typical goal of the yogin’s path. Ecstasy is not achieved by hypnosis or drugs or external means, but by means of instruments such as the drum, the breath and is not the trance of the medium. The shaman does not speak through the voice of spirits but draws knowledge directly from them. The second characteristic is the ability to bring back through narration or storytelling what has been grasped in the invisible worlds, during the shamanic journey, and to convince the matter to transform into reality what is told. Through narrative I awaken forces that then I can bring to life. Giada’s teachings are also combined with INTEGRAL OR PURNA YOGA founded by Sri Aurobindo “Purna’ means ‘complete’ and Purna Yoga distils and integrates the vast aspects of yoga into an invaluable set of tools for transformation and healing. It offers more than just physical exercise. Purna Yoga teaches the mind, body and emotions how to be at home with the spirit. Purna Yoga is the art of loving oneself by living from the heart. By attending to our classes, workshops, 1 to 1 sessions and retreats you agree to our TERMS AND CONDITIONS Payment Bookings are non-refundable. Disclaimer By booking a class or workshop or retreat or 1-1 session -online or any other venues – with us, you release Giada Gaslini, Invisible Caims and any business partners working with Invisible Caims from any liability arising out of any personal injuries, emotional or physical release, death, expectations of results, theft in the venue or damages that may happen to people and objects while attending. We recommend that you consult your GP regarding the suitability of undertaking an exercise programme, if the class you are booking includes it like with yoga or similar, and following all the safety instructions required before beginning to exercise. When participating in an exercise, there is the possibility of sustaining a physical injury. If you engage in this exercise programme, you agree that you do so at your own risk, are voluntarily participating in these activities and assume all risk of injury to yourself. You acknowledge that coaching, shamanic healing and counselling are not to be used as a substitute for psychotherapy, psychoanalysis, mental health care, or other professional advice by legal, medical or other professionals. Our sessions are aimed at inner research, problem solving and personal growth, they do not replace the work of doctors and psychotherapists because they do not consider, treat or aim to solve pathologies and symptoms that are strictly medical. All contracts subject to and governed by the law according to my current insurance. Added element of the disclaimer If the class happens in any venue and you are causing any damage to the property, you are taking responsibility of your actions. It is down to the individual to take personal responsibility when participating in physical activity and when entering a space that is used and shared by other parties. Invisible Caims does not take any responsibility about possible risks that may arise but can only advise and enforce guidelines and legal requirements as defined by the Scottish Government and local authorities.
MICROSOFT ACTIVE DIRECTORY COURSE DESCRIPTION A thorough understanding of this system is essential for anyone managing enterprise MS networks. Essential theory is complimented with a high level of hands on practice allowing delegates to observe the idiosyncrasies of Active Directory and Group Policy at first hand. Delegates learn the fundamental theory of AD and progress onto building a multi-domain network in the classroom. The course includes troubleshooting methods, and essential maintenance procedures. This course is designed to teach you the skills needed for day to day management of these technologies. WHAT WILL YOU LEARN * Install AD on multiple PCs. * Use the tools to create and manage objects. * Create appropriate group policies to restrict selected user's desktops and network access. * Install DNS to support Active Directory without loosing Internet Connectivity. * Maintain and troubleshoot AD problems * Backup Active Directory. MICROSOFT ACTIVE DIRECTORY COURSE DETAILS * Who will benefit: Technical staff working with AD based networks. * Prerequisites: Supporting Windows server. * Duration 3 days MICROSOFT ACTIVE DIRECTORY COURSE CONTENTS * Introduction to Active Directory Network authentication methods, Active Directory defined, AD naming conventions, network management with AD, AD structures: Domains, Organisational Units, Forests & Trees, Sites, The Global Catalogue. Windows 2003 new features, installing AD. Hands on Installing an AD network. * Windows overview Management methods Server management tools, installing the additional tools, Terminal Server: Administration mode, Administrator accounts in AD, Local Security Policy. Hands on Install the management tools, Management using Terminal Services. * Creating & Managing Objects (a quick look) AD management tools, AD users and computers, Creating & managing OUs, User Accounts and groups, controlling access to AD objects, moving objects, Publishing resources, locating objects in AD, delegating authority. Hands on Creating a control OU structure and delegating authority. * Introduction to Group Policies What are Group Policies? Where Group Policy data is stored, security, Group Policy flow. Hands on Implementing Group Policies * Working with Group Policies Local security templates, administrative templates, scripts, folder redirection, software deployment. Hands on Scripts, redirecting the start menu, creating a secure, robust desktop environment. * Implementing DNS DNS basics, troubleshooting, implementing DNS zones. Hands on Building a unified DNS solution. * Maintaining and managing the AD database AD support tools, database internal structure, replication, replication tools, Single Operations Masters, tools for maintenance, maintenance techniques, Backing up AD, Directory Services restore mode, NTDSUtil, Authoritative & non-authoritative restoration, rebuilding. Hands on NTDSUtil.
Self Reiki Healing in Nature with Attunement
By Jane Innis
Forest Bathing, nature therapy and healing in the natural environment This is a time when we are all hearing the call to be out in the natural environment, becoming natural environment returners.
