Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python-experienced attendees who wish to be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Understand how data analysts and scientists gather and analyze data Perform data analysis and data wrangling using Python Combine, group, and aggregate data from multiple sources Create data visualizations with pandas, matplotlib, and seaborn Apply machine learning (ML) algorithms to identify patterns and make predictions Use Python data science libraries to analyze real-world datasets Use pandas to solve common data representation and analysis problems Build Python scripts, modules, and packages for reusable analysis code Perform efficient data analysis and manipulation tasks using pandas Apply pandas to different real-world domains with the help of step-by-step demonstrations Get accustomed to using pandas as an effective data exploration tool. Data analysis has become a necessary skill in a variety of domains where knowing how to work with data and extract insights can generate significant value. Geared for data team members with incoming Python scripting experience, Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will be able to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding lessons, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data. Students will leave the course armed with the skills required to use pandas to ensure the veracity of their data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Introduction to Data Analysis Fundamentals of data analysis Statistical foundations Setting up a virtual environment Working with Pandas DataFrames Pandas data structures Bringing data into a pandas DataFrame Inspecting a DataFrame object Grabbing subsets of the data Adding and removing data Data Wrangling with Pandas What is data wrangling? Collecting temperature data Cleaning up the data Restructuring the data Handling duplicate, missing, or invalid data Aggregating Pandas DataFrames Database-style operations on DataFrames DataFrame operations Aggregations with pandas and numpy Time series Visualizing Data with Pandas and Matplotlib An introduction to matplotlib Plotting with pandas The pandas.plotting subpackage Plotting with Seaborn and Customization Techniques Utilizing seaborn for advanced plotting Formatting Customizing visualizations Financial Analysis - Bitcoin and the Stock Market Building a Python package Data extraction with pandas Exploratory data analysis Technical analysis of financial instruments Modeling performance Rule-Based Anomaly Detection Simulating login attempts Exploratory data analysis Rule-based anomaly detection Getting Started with Machine Learning in Python Learning the lingo Exploratory data analysis Preprocessing data Clustering Regression Classification Making Better Predictions - Optimizing Models Hyperparameter tuning with grid search Feature engineering Ensemble methods Inspecting classification prediction confidence Addressing class imbalance Regularization Machine Learning Anomaly Detection Exploring the data Unsupervised methods Supervised methods Online learning The Road Ahead Data resources Practicing working with data Python practice
Our Introduction to Immigration Law course is a full-day course designed for those who are interested in a career in immigration law. About the course Our introduction to UK Immigration Law course is aimed at those looking to venture into the increasingly popular and relevant world of immigration law. This exciting course will give you an overview of the various UK visa routes as well as looking into a “day in the life” of an immigration caseworker, with the opportunity to work through a real visa application form. During this course we’ll also guide you on the path to accreditation, providing valuable insights into the requirements and steps to become a recognised immigration professional. Course joining links, materials and instructions are sent out 24hours before the course starts. Course information Course: Introduction to Immigration Law Duration: 1 day Delivery Method: Online Trainer: Expert Immigration Trainer CPD: 6 Points Career Path: Immigration Advisor Entry Requirements: None Why Study with Immigration Advice Service. Immigration Advice Service has been providing professional immigration services for over 10 years in the public, private and corporate sectors. Our Introduction to Immigration Law course will give you an insight into UK Law, covering key fundamentals as well as how to become an accredited advisor. Our qualified and OISC regulated trainer will guide you through the process and ensure you are competent with elements covered within the course. Content covered in the course: General knowledge of immigration law A look at common visa routes:Entry clearanceFamily visasVisit visasPBS How to take instructions from a client Drafting letters for clients How to work through a visa application form How to become accredited
Why choose SketchUp Training Course for Interior Designers and Architects? Course info During this training course, you will begin with an introduction to SketchUp, exploring its interface, fundamental concepts, including design tools, component, color and texture, and importing from 3D Warehouse related to interior design. Duration: 6 hrs. Method: 1-on-1, Personalized attention. Schedule: Tailor your own schedule by pre-booking a convenient hour of your choice, available from Mon to Sat between 9 am and 7 pm. Advantages of SketchUp: Intuitive and Fast: Compared to other 3D modeling software, SketchUp is simple, fast, and easy to use. Quick Learning Curve: Within a few hours, users can create simple models and get started with SketchUp. Efficient Modeling: SketchUp allows for the creation of models with fewer faces, optimizing performance. Versatility: Its non-parametric modeling principle makes SketchUp suitable for various applications. Rich Component Library: Access a vast collection of free components in the 3D Warehouse. Extensive Plugins: Benefit from numerous free plugins. Interior Designers' SketchUp Training Course Course Duration: 6 hours I. Introduction to SketchUp (1 hour) Overview of SketchUp for interior design Familiarization with the interface and essential tools Navigating the 3D environment efficiently Project creation and management II. Creating Floor Plans (1 hour) Importing and drawing floor plans accurately Wall, window, and door precision Effective floor level management Organizing designs with Layers and Scenes III. Furniture and Fixtures (2 hours) Accessing 3D Warehouse for furniture and fixtures Crafting custom elements for unique designs Strategic arrangement within the space Materials and textures customization IV. Advanced Modeling (1 hour) Utilizing advanced tools for intricate 3D models Organizing models with groups and components Adding details and finishes for high-quality design V. 3D Visualization (1 hour) Creating immersive 3D models Applying textures to walls, floors, ceilings Mastering rendering for realistic presentations VI. Importing and Exporting (30 minutes) Seamless collaboration with other software File formats and compatibility understanding Preparing models for 3D printing VII. Conclusion and Next Steps (30 minutes) Comprehensive review and key takeaways Further learning resources and improvement avenues Interactive Q&A and feedback collection SketchUp - SketchUp trial https://www.sketchup.com Unlock Your Design's Full Potential With SketchUp's Powerful 3D Software. VR Model Viewing. Free Trial Available. Secure Payment Options. Types: SketchUp Go, SketchUp Pro.
Harry Potter book course one to one
Harry Potter book course one to one
Harry Potter book course one to one
Zenjangle doodling is easy-to-learn, relaxing, and fun and it allows you the freedom to create beautiful images by drawing structured patterns that are a combination of dots, lines, and simple curves.
– the practical steps you need to know This live online suicide intervention training covers a wealth of essential information and strategies to help you help anyone you suspect may be thinking about or planning suicide, or who has survived a previous attempt… Accredited CPD Certificate: 6 hours Length: 1 day (9.15am - 4.00pm GMT) You never know when you may need these skills… Brilliant! I’ve been on previous suicide intervention courses over the years, but this is by far the best – great pace, very knowledgeable trainer...who brings real experience into the learning...SUE HASWELL Join Malcolm Hanson LIVE ONLINE on Tuesday 12th March for his essential suicide intervention training, delivered via Zoom. Book your place and we’ll send you the Zoom link the day before the event. BONUS Recording – the training is recorded, in case anyone experiences technical difficulties, so you also get a recording for a limited time afterwards to maximise your learning. Why take this suicide prevention course Suicide can be a difficult subject to broach and a daunting one to deal with – anyone working with distressed or depressed people wants to keep them safe, to give them the hope they need that circumstances can change for the better, and to provide the skills for coping until that comes about. When people can’t envisage an end to their difficulties, particularly in highly challenging times, a slump into depression can all too quickly spiral down into suicidal thoughts, plans and suicide attempts. The negative trance state of depression itself can beguile people into thinking that there is no other way out of their hopelessness. Thankfully, there is much we can do to help – as this indepth suicide intervention course shows. Tutor Malcolm Hanson has a wealth of experience at helping seriously distressed people get through difficulties which he draws upon as he takes you clearly through the steps to take when faced with anyone who feels suicidal. (He worked for 9 years as a psychotherapist in NHS primary care in an area of extreme deprivation, and for many more years since has seen patients referred by GPs, social workers, psychiatrists, police and probation officers for complex issues.) He has successfully helped clients experiencing multiple trauma (including veterans), chronic pain and terminal illness, clients struggling with uncertain asylum status or facing deportation, and also victims of human trafficking – a tragic range of circumstances in which even the most resilient may sometimes sink into despair. His compassion and understanding shine through this course as he shares with you what he has learnt, along with the latest psychiatric research and risk assessment strategies, to give you the knowledge and assurance you need to work confidently and respectfully with clients struggling to find reasons to stay alive. You will learn how to build in expectation of positive change from the start, have plenty of time to benefit from group discussions and will work through case scenarios with other attendees to help embed your learning. Suicide affects countless people, not only those directly involved, and is now the most common cause of death in men aged 17 to 34. The highest suicide rate is in men aged 45–49; in women, it is highest in those aged between 50–54.1 Join us for this practical online suicide prevention training to learn how you can help reverse this state of affairs… Book your place So much helpful and insightful information delivered in a way that was easy to listen to and take on board...STEVEN TESSEYMAN What will you learn Deeper insight into when and why different people consider suicide Crucial elements needed to build rapport with suicidal people Why most suicidal crises are surprisingly temporary How to normalise circumstances safely A model for running therapeutic sessions that best manages suicide risk Ways to use your own demeanour to instil confidence in the person who is feeling suicidal Effective information gathering to challenge unhelpful beliefs What to look for in their answers to your questions How to broach the subject of suicidal thoughts A structure for difficult conversations The ability to reframe unhelpful beliefs Methods of risk assessment that do not risk losing rapport Advances in psychiatric research on suicide risk management and the implications of this for psychotherapy and counselling How to use language of influence Effective means to address beliefs about being a burden How to set realistic and empowering goals How to make best use of the client’s own resources The importance of addressing emotional needs How to create a safety plan Strategies for client safe self-management between sessions The power of guided imagery for working with suicidal clients Powerful insights and hope from real case histories How to take care of yourself – and more… Malcolm is a wonderful communicator: so clear, measured and thoughtful ... it was a pleasure and privilege to learn from himMATTHEW HOPKINS Course Programme The ‘How To Reduce Suicide Risk’ live online course starts at 9.15am and runs until 4.00pm. 9.15am Join the Zoom meeting 9.30am The important first steps for suicide risk management 11.00am Comfort break and discussion 11.30am Working with what the client brings 1.00pm Lunch break 1.45pm Rehearsing the safety plan 2.45pm Comfort break and discussion 3.00pm Putting what you have learned into practice 4.00pm Day ends Who is this suicide awareness and prevention course for? Psychotherapists and counsellors All mental health and welfare professionals – including GPs, social workers, the emergency services, pastoral care and outreach workers – and anyone else working with people with suicidal ideation Anyone concerned for personal or HR reasons – the training contains a lot of key, helpful information which is presented in a clear, easy to understand way, even though it is primarily geared towards carrying out therapy effectively with suicidal clients Anyone working with young people, such as teachers and youth workers, will benefit from this live online suicide intervention course Anyone who may come into contact with people who are very distressed, whether through their paid or volunteer work, will also learn essential live-saving information. Please Note This course is not a substitute for therapy. Reference 1. www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/deaths/bulletins/suicidesintheunitedkingdom/2019registrations The one certainty in life is that circumstances ALWAYS change... This online suicide awareness and prevention course has been independently accredited by the internationally recognised CPD Standards Office for 6 hours of CPD training. On completion of this training you’ll receive CPD certificates from the College and the CPD Standards Office.
Whether you’re a career driver, passenger or hitchhiker, it helps to have a sense of what works for you. We give you the tips, tricks and tools to help you plan your career with confidence, no matter what stage you’re at. Career management is all about taking responsibility for your future. It’s a process you’ll want to return to frequently, so we'll give you templates and ideas to capture your thoughts and plans; then you can be clear about how to capitalise on your strengths, skills and experience.
Read and discuss this global best-selling satirical & entertaining thriller set in the publishing industry Highlights Join this book club and gain extra motivation to read in English 7 hours of live classes to help you develop fluent speaking in English Read this thriller set in the publishing industry to discuss questions of diversity, racism, and cultural appropriation Be corrected by an expert English teacher to remove errors and mistakes Practise and develop your English online in this 7 week English book club course using Yellowface by R.F. Kuang. Each week you read some chapters, discuss them in class and improve specific areas of vocabulary or grammar while also examining literary aspects of the novel. Personalised feedback improves your grammar, vocabulary and pronunciation. The Book Club book Author Athena Liu is a literary phenomenon while her friend June Hayward is a literally nobody, and is jealous. So when Athena dies in a freak accident, June sees nothing too wrong in stealing her unpublished work and publishing it herself under the name Juniper Song. When questions start to be asked, what will June do to protect her new-found success...? Yellowface raises interesting contemporary questions of diversity, racism, and cultural appropriation, while being gripping and highly readable. ‘Ingenious, astute, hugely entertaining’ David Nicholls ‘Hard to put down. Harder to forget’ Stephen King Geoff says: "It's funny that this book has been a publishing sensation - given that it satirizes the book publishing industry! It was Amazon book of the year, and the Fiction Book of the Year 2024 at the British Book Awards."