Duration 2 Days 12 CPD hours This course is intended for This introductory-level course is intended for Business Analysts and Data Analysts (or anyone else in the data science realm) who are already comfortable working with numerical data in Excel or other spreadsheet environments. No prior programming experience is required, and a browser is the only tool necessary for the course. Overview This course is approximately 50% hands-on, combining expert lecture, real-world demonstrations and group discussions with machine-based practical labs and exercises. Our engaging instructors and mentors are highly experienced practitioners who bring years of current 'on-the-job' experience into every classroom. Throughout the hands-on course students, will learn to leverage Python scripting for data science (to a basic level) using the most current and efficient skills and techniques. Working in a hands-on learning environment, guided by our expert team, attendees will learn about and explore (to a basic level): How to work with Python interactively in web notebooks The essentials of Python scripting Key concepts necessary to enter the world of Data Science via Python This course introduces data analysts and business analysts (as well as anyone interested in Data Science) to the Python programming language, as it?s often used in Data Science in web notebooks. This goal of this course is to provide students with a baseline understanding of core concepts that can serve as a platform of knowledge to follow up with more in-depth training and real-world practice. An Overview of Python Why Python? Python in the Shell Python in Web Notebooks (iPython, Jupyter, Zeppelin) Demo: Python, Notebooks, and Data Science Getting Started Using variables Builtin functions Strings Numbers Converting among types Writing to the screen Command line parameters Flow Control About flow control White space Conditional expressions Relational and Boolean operators While loops Alternate loop exits Sequences, Arrays, Dictionaries and Sets About sequences Lists and list methods Tuples Indexing and slicing Iterating through a sequence Sequence functions, keywords, and operators List comprehensions Generator Expressions Nested sequences Working with Dictionaries Working with Sets Working with files File overview Opening a text file Reading a text file Writing to a text file Reading and writing raw (binary) data Functions Defining functions Parameters Global and local scope Nested functions Returning values Essential Demos Sorting Exceptions Importing Modules Classes Regular Expressions The standard library Math functions The string module Dates and times Working with dates and times Translating timestamps Parsing dates from text Formatting dates Calendar data Python and Data Science Data Science Essentials Pandas Overview NumPy Overview SciKit Overview MatPlotLib Overview Working with Python in Data Science Additional course details: Nexus Humans Python for Data Science: Hands-on Technical Overview (TTPS4873) 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 Python for Data Science: Hands-on Technical Overview (TTPS4873) 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.
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In an ever-evolving legal landscape, being a firm outside of the mandatory AML scope doesn't mean being out of the compliance conversation. This course is your guide to proactively managing risks, staying compliant and ensuring your firm's resilience. Don't miss this opportunity to navigate the unique challenges faced by out-of-scope AML law firms. The course will cover: AML regulations Why are some firms (or departments) in or out of scope? MLROs AML basics CDD (ID elements) Responsibility of doing CDD Source of Funds / Source of Wealth Ongoing monitoring Reporting to the MLRO Target Audience The online course is suitable for staff of all levels, from support staff to senior partners of firms outside of the regulated sector. Resources Comprehensive and up to date course notes will be provided to all delegates which may be useful for ongoing reference or cascade training. Please note a recording of the course will not be made available. Speaker Helen Torresi, Consultant, DG Legal Helen is a qualified solicitor with a diverse professional background spanning leadership roles in both the legal and tech/corporate sectors. Throughout her career, she has held key positions such as COLP, HOLP, MLCO, MLRO and DPO for law firms and various regulated businesses and services. Helen’s specialised areas encompass AML, complaint and firm negligence handling, DPA compliance, file review and auditing, law management, and operational effectiveness in law firms, particularly in conveyancing (CQS).
Landscape training face to face training customised and bespoke.
This one day course will support teachers and RSE leads in special colleges and special schools with post 16 learners to deliver a meaningful curriculum through the Preparing for Adulthood outcomes. The course will explore key issues for older learners, including how to teach about practical aspects of relationships such as attraction and fancying people, starting relationships, negotiation and consent discussions, and how to keep yourself safe. Participants will leave with increased confidence to develop and deliver a skills-based, rights focused curriculum that will empower learners to be able to navigate their personal lives and relationships with autonomy. Aim: To develop confidence to create and deliver an age-appropriate, rights based RSE curriculum for young adults with learning disabilities. Outcomes: Participants will develop understanding of requirements for RSE for older learners, including the statutory guidance and preparation for adulthood outcomes, and how RSE can support independent living consider specific challenges young people with SEND may face in developing relationships and explore practical and creative ways to support relationship skill development explore strategies to address sexualised behaviour, and what to do if a learner begins or wants to masturbate in college Who is this course for? This one day course is ideal for teachers and RSE leads working in special schools and tutors in colleges with older learners, up to age 25, and beyond.
This training gives an opportunity to focus on how to embed effective approaches to meeting emotional needs in schools. We explore a range of ways into meeting emotional needs of pupils across a school. We focus on including pupils with extreme emotional needs. Course Category Meeting emotional needs Description This training gives an opportunity to focus on how to embed relevant ideas and materials in schools. We explore how to make these materials really come to life as we explore a range of ways into meeting emotional needs of pupils across a school. We focus on including pupils with extreme emotional needs. There are lots of opportunities for personal and professional reflection on engagement with challenging pupils as we provide processes to support reflection, visioning and problem solving. Testimonials ‘Thank you so much for the work you did with us yesterday – I have since been in 2 schools today and have spoken to an number of other colleagues who were present – all were totally overwhelmed by the session – they loved it.”NOTTINGHAM SEAL COORDINATOR “I was totally blown away, when I realised how passionate people were about SEAL” “So nice to reflect and realise what a long way we have come” “That was so powerful and motivational”.’ Learning Objectives Shared vision of a school that is truly meeting all social and emotional needs Access to a wider range of practical strategies to impact on meeting emotional and behaviour problems Deeper understanding of how to embed positive Mental Health approaches in a school Opportunity to reflect on professional attitudes and behaviour towards children with emotional challenge Who Is It For? All practitioners who are leading on Mental Health work in schools or on behalf of a Local Authority Full range of agencies committed to meeting social and emotional needs in schools Course Content The training explores the questions: What would a school look like when Mental Health was truly part of everything that was happening, a shared vision? How can we truly embed Mental Health approaches and materials in our school? What can we do to meet complex and challenging emotional needs in schools? Can we learn a process to understand at a deeper level highly complex social and emotional needs? This training will cover: Bringing positive Mental Health approaches to life in schools: creating a shared vision and a set of grounded goals together Circle of Adults process for self-reflection and understanding emotional needs of high profile pupils. We will model and teach how this process links in and strengthens PSHE work in schools. If you liked this try: FRESH APPROACHES TO BEHAVIOUR AND RELATIONSHIPS or: RESTORATIVE INTERVENTIONS
In this practical workshop session we will explore ways of problem solving around complex situations. The session will be practical and will aim to allow the sharing of experiences and good practice as well promoting innovative approaches to problem solving around systemic, organisational as well as individual inclusion issues. Course Category Behaviour and Relationships Visioning and Problem Solving Description ‘The question is not should they be here anymore. Now it’s how can we figure out how best to include them?’ In this practical workshop session we will explore ways of problem solving around complex situations. The session will be practical and will aim to allow the sharing of experiences and good practice as well promoting innovative approaches to problem solving around systemic, organisational as well as individual inclusion issues. Behaviour problems, relationship challenges and personnel dilemmas can all be worked on with these team oriented problem solving processes. We will introduce participants to a range of powerful effective approaches for them to choose from back in their own workplaces. Testimonials A great day – going away buzzing with ideas Excellent! Inspirational! Informative! Learning Objectives Increased confidence regarding problem solving around inclusion in mainstream settings Access to a wider range of practical strategies and techniques to impact on communication, realtionship, learning and behaviour issues Learn new problem solving processes Who Is It For ? Early Years and School based Practitioners Heads and Deputies Guidance staff Learning Support teams SENCOs Primary and secondary teachers Parents Local Authority Support Services Community workers and carers Course Content The course answers the questions : How can we work out how to include this child best? Is there a more structured way to run this meeting? Can we explore the emotional impact the person is having on us and still agree strategies? How can I get unstuck from this problem? The day will cover: Solution Circles Solution Focused approaches Synectics – using analogies and out of the box creativity Circles of Adults Using Imagination to solve problems If you liked this course you may well like: CIRCLES OF ADULTS
In this course we explore how we have attempted to build inclusive circles of support around individuals and contrast this with a radical approach to problem solving with parents – the Parent Solutions Circle. Parent Solutions is a brand new approach to problem solving with parents based on our live group work in schools. A focus on challenging behaviour brings interest, energy and commitment. Course Category Inclusion Peer Support Parents and Carers Behaviour and relationships Description In this course we explore how we have attempted to build inclusive circles of support around individuals and contrast this with a radical approach to problem solving with parents – the Parent Solutions Circle Parent Solutions is a brand new approach to problem solving with parents based on our live group work in schools. A focus on challenging behaviour brings interest, energy and commitment. Essentially the approach involves gathering a group of parents and carers together who recognise how challenging their own children are and would like some help to figure out how to be with them or how to manage an aspect of their behaviour. The process is facilitated but majors on the parents offering each other their wisdom and ideas. The directness that only peers can provide to each other makes the work both powerful and effective. Mobilising the wisdom and experiences of parents in a safe way is a delicate art. In this training we will explore how this can best be done. Parents who have been on all the courses and had all the professional advice in world love this way of working because they get to offer each other their experience, ideas and wisdom. The approach is capacity focused, person centred approach to working with parents rather than the dominant deficit oriented and ‘medical model’ of viewing and planning for parents. We work with rather than do things to a group of parents. This training can be modelled with a group of parents or can be demonstrated with a group of professionals. We prefer mixed groups. Learning Objectives For participants to learn how to set up a Parent Solutions Circle For participants to understand the underlying rationale and ethos of this way of working To learn the facilitation process and stages of the Circle process Who Is It For? Anyone interested in working with parents and carers in a way that builds and makes use of their capacities rather than focus on their challenges and difficulties. School leaders and managers Social Care teams Community organisers Psychologists Course Content True parent empowerment Facilitating groups Problem solving process Handling group communication Allowing direct feedback and challenge between participants in a safe way Building relationships Creating natural circles of support that can provide peer support and mutual problem solving If you liked this course you may well like: Creating Community Circles
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This one day training will give learners an overview of how to deliver Cognitive Stimulation Therapy (CST). CST is a brief evidence-based group treatment for people with dementia. This interactive course will include a background about CST and how it can be used, research overview and detailed presentation of the treatment, including video footage and role-play.