11047 Courses

Overview of Housing Officer Join our Housing Officer course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Housing Officer course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Housing Officer course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! Get a Quick Look at The Course Content: This Housing Officer Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Housing Officer. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Housing Officer course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Housing Officer is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Housing Officer course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Housing Officer Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Frequently Asked Questions (FAQ's) Q. How do I purchase a course? 1. You need to find the right course on our IOMH website at first. You can search for any course or find the course from the Courses section of our website. 2. Click on Take This Course button, and you will be directed to the Cart page. 3. You can update the course quantity and also remove any unwanted items in the CART and after that click on the Checkout option and enter your billing details. 4. Once the payment is made, you will receive an email with the login credentials, and you can start learning after logging into the portal. Q. I have purchased the course when will I be able to access the materials? After purchasing the course, you should receive an email with the login credentials within 24 hours. Please check your spam or junk folder if you didn't receive it in your inbox. You can access your courses by logging into your account. If you still need any assistance, please get in touch with our Customer Support team by providing the details of your purchase. Q. I haven't received my certificate yet. What should I do? You should receive your Digital Certificate within 24 hours after placing the order, and it will take 3-9 days to deliver the hard copies to your address if you are in the UK. For International Delivery, it will take 20-25 days. If you require any assistance, get in touch with our dedicated Customer Support team, and your queries/issues will be dealt with accordingly. Q. I don't have a credit/debit card, what other methods of payment do you accept? You can make the payment using PayPal or you can Bank Transfer the amount. For Bank transfer you will require an invoice from us and you need to contact our Customer Support team and provide details of your purchase to get the invoice. After that, you will receive an email with the invoice and bank details and you can make the payment accordingly. Q. Can I do the courses from outside UK? We are an online course provider, and learners from anywhere in the world can enrol on our courses using an internet-connected device. Q. When I log into the account it says 'Contact Administrator'. To resolve this issue, please log out of your account and then log back in. Course Curriculum Housing Officer Training Module 1: Introduction to Social Housing 00:15:00 Module 2: Career Prospects of Social Housing Manager 00:25:00 Module 3: Tenant Selection and Tenant Management 00:28:00 Module 4: Managing Rental Income and Arrears 00:24:00 Module 5: Time Management 00:37:00 Module 6: Organisational Skills 00:27:00 Module 7: Communication Skills 00:27:00 Module 8: Negotiation Techniques 00:19:00 Module 9: Dealing with Anti-Social Behaviours 00:39:00 Module 10: Stress Management 00:19:00 Module 11: Maintenance, Safety, and Security of Social Housing 00:32:00 Module 12: Resident Involvement in Social Housing 00:31:00

The LAA operates a strict compliance regime when it comes to auditing crime lower bills, and mistakes can often result in a Contract Notice, corrective action, and further follow-up activity within 6 months. This course will take you through the various aspects of crime lower billing, with discussions on topics such as what is and is not claimable; how you apply series of offences guidance; what evidence is required to claim a trial fee when a matter is discontinued; how do the LAA audit travel and other disbursement claims (including the rules when instructing an agent); and what evidence must be present on files to avoid any issues on audit. Key aspects of the Crime Contract, Criminal Bills Assessment Manual and Codes Guidance will be included, along with a discussion of common errors that are made; and how to claim non-standard and escape fee matters. Target Audience This online course is aimed at anyone involved in billing Legal Aid Police Station and Magistrates Court matters or managing an LAA Crime Contract. Resources 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 Steve Keeling, Consultant, DG Legal Steve joined DG Legal after leaving the Legal Aid Agency in August 2016. In his 17 years at the LAA, he worked in the audit team as both auditor and manager and was a Contract Manager for several years. Steve is also a certified SQM auditor and undertakes audits on behalf of Recognising Excellence as well as running training sessions for the SQM Audit Team periodically.

Learn Flutter - Google's mobile development framework - and build Flutter iOS and Android apps using a single codebase

Duration 2 Days 12 CPD hours This course is intended for Experienced security administrators and security analysts who are already familiar with VMware Carbon Black Cloud Overview By the end of the course, you should be able to meet the following objectives: Describe and determine use cases for integrating with VMware Carbon Black Cloud Configure, automate, and troubleshoot the VMware Carbon Black Cloud Syslog Integration Use VMware Carbon Black Cloud APIs to pull data with Postman Install and use the VMware Carbon Black Cloud Python SDK Automate operations using the VMware Carbon Black Cloud SDK and APIs Identify and troubleshoot VMware Carbon Black Cloud sensor installations Gather troubleshooting data within the browser to remediate or escalate problems Identify and resolve sensor usage, networking, and performance problems with the VMware Carbon Black Cloud sensor This two-day, hands-on training course provides you with the advanced knowledge, skills, and tools to achieve competency in performing advanced operations and troubleshooting of VMware Carbon Black Cloud. This course will go into integrating VMware Carbon Black Cloud with other third-party components and utilizing the API and the SDK to automate operations within the product and your security stack. This course will also enable you to troubleshoot common problems during sensor installation, operations, and within the VMware Carbon Black Cloud console with hands-on lab problems. Course Introduction Introductions and course logistics Course objectives VMware Carbon Black Cloud Integrations Describe the integration capabilities with VMware Carbon Black Cloud Determine integration use cases for VMware Carbon Black Cloud Identify required components for integrating VMware Carbon Black Cloud Differentiate VMware Carbon Black Cloud integration vendors VMware Carbon Black Cloud Syslog Integration Describe the function of the Syslog Connector Generate API and SIEM keys from the Cloud console Validate a successful Syslog integration Describe how to automate the Syslog Connector Troubleshoot problems with the Syslog integration Using Postman Explain the concept and purpose of an API Interpret common REST API Status codes Recognize the difference between platform and product APIs Using the Postman Client to initiate API calls Create a custom access level and respective API key Create a valid API request Using the VMware Carbon Black Cloud Python SDK Install the VMware Carbon Black Cloud Python SDK Describe the different authentication methods Evaluate the best authentication method for a given task Automating Operations Automate basic Incident Response tasks using the VMware Carbon Black Cloud SDK and API Automate basic watchlist interactions using the VMware carbon Black Cloud SDK and API Sensor Installation Troubleshooting Describe sensor install log collection process Identify sensor install log parameters Create a detailed sensor install log Locate sensor install logs on an endpoint Interpret sensor install success from an install log Determine likely cause for install failure using sensor logs Propose resolution steps for a given sensor install failure VMware Carbon Black Cloud Console Troubleshooting Identify sensor bypass status reasons Simplify console data exports using search Describe differences in Audit Log detail levels Locate built-in browser tools Gather console diagnostics logs from a browser Review console diagnostics logs Sensor Operations Troubleshooting Identify available types of diagnostic logs Gather appropriate diagnostic logs for a given issue Identify steps for resolving software interoperability problems Identify steps for resolving resource problems Identify steps for resolving network problems Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Carbon Black Cloud:Advanced Operations and Troubleshooting 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 VMware Carbon Black Cloud:Advanced Operations and Troubleshooting 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.

Navigating disagreements effectively is an essential skill in today’s workplace, and our Conflict Resolution Training Course offers the knowledge and techniques to manage and resolve conflicts with confidence and clarity. This carefully structured online programme covers everything from understanding the root causes of conflict to developing strategies for calm, constructive resolution. You’ll also explore vital areas such as equality and diversity, resilience, anger management, and communication skills — all designed to enhance your ability to maintain harmony within teams and organisations. Beyond conflict management, this course provides valuable insight into related fields including UK employment law, human resources management, leadership, and decision-making. Whether you are a supervisor, team leader, or HR professional, these modules equip you with the tools to handle challenging situations professionally and effectively. Delivered entirely online, this training allows you to learn at your own pace, fitting seamlessly around your schedule while enhancing your leadership and people management capabilities. This Conflict Resolution Training bundle includes the following courses: Course 01: Conflict Resolution Training Course 02: Equality & Diversity Course 03: Dealing with Conflict at Work Course 04: Resilience Training Course 05: Anger Management and Conflict Resolution Program Course 06: UK Employment Law Course 07: (HR) Human Resources Management Course 08: Leadership and Management Diploma Course 09: People Management Skills For Supervisor Course 10: Team Management Course 11: Facilities Management Diploma Course 12: Performance Management Course 13: Change Management Course 14: Effective Organisational Reporting Course 15: Crisis Communication for HR (Human Resources) Course 16: Cross-Cultural Awareness Training Course 17: Decision Making and Critical Thinking Course 18: Problem Solving Skills Course 19: Document Control Course 20: Meeting Management Online Key Features of Conflict Resolution Training Bundle Accredited by CPD Top-notch video lessons Instant e-certificate Entirely online, interactive Conflict Resolution Training course with audio voiceover Self-paced learning and laptop, tablet, and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases So, enrol now in this Conflict Resolution Training bundle and make your every penny worth it! How You will be Benefited from Conflict Resolution Training Bundle All through this self-paced training, you will get engaging learning materials with engaging video lessons and acquire the necessary knowledge to work with various concepts to gain a competitive advantage in the employment market. Accreditation All of our courses included in this Conflict Resolution Training bundleare fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certification Once you successfully complete your Conflict Resolution Training course, you will immediately be sent digital certificates for the bundle courses. CPD 200 CPD hours / points Accredited by The CPD Quality Standards (CPD QS) Who is this course for? Anyone with a curious mind and an eagerness to learn can take this Conflict Resolution Training bundle. Requirements There are no formal requirements for this bundle course to be enrolled. Career path This Conflict Resolution Training bundle will help you uplift your career or guide you to a new one.

Description:  Raising children can be a difficult task if you are not skilled or willing to learn. To know how to raise them healthily, you need to learn and know the skills in child raising. You need to learn about child psychology, social behaviour, child safety online, and healthy lifestyle. All of these lessons could help you succeed in raising healthy children without sacrificing your own happiness. Who is the course for? Teachers or professionals who are working with kids Anyone who loves to become a teacher and likes children in general Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognised accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Raising Healthy Children Course Level 3 will be useful and would be beneficial for every kind of occupations and careers like: Child Care Specialist Child and Family Social Worker Early Educator Paediatric Nurse Pediatric Physical Therapist. Module 1: Raising Children Raising Children Who Succeed 01:00:00 How Do We Define Success? 00:30:00 What The Children Don't Need 01:00:00 What They Do Need 01:00:00 The Legacy of Books 01:00:00 The Power of Role Models 01:00:00 Teaching Social Skills 01:00:00 Money, Money, Money 00:30:00 Module 2: Child Psychology The Basics On Nurturing Your Child 00:30:00 Build Your Child's Self Esteem 00:30:00 Catch The Good And Not Always The Bad 00:30:00 Demonstrate The Love Is Unconditional 00:30:00 Make Rules And Be Consistent 01:00:00 Make Special Time For Your Child 00:30:00 Always Set An Example 00:30:00 Don't Dominate A Conversation 00:30:00 Learn To Be A Good Communicator 01:00:00 An Unnourished Child has A Long Road Ahead 00:30:00 Module 3: Social Behavior Training The Three Modes of Management 01:00:00 What Are Gentle Measures? 01:00:00 There Must be Authority 01:00:00 Gentle Punishment Of Disobedience 01:00:00 The Philosophy of Punishment Action 01:00:00 Rewarding Obedience 01:00:00 The Art of Training Delivery 01:00:00 Methods Exemplified 03:00:00 Della and The Dolls 01:00:00 The Child With The Parent 01:00:00 The Parent With The Child 01:00:00 Difference Between Commendation and Encouragement 01:00:00 Faults of Immaturity 01:00:00 Activities for kids Early Learning 01:00:00 The Role of Imagination in Children`s development 01:00:00 Truth and Falsehood 01:00:00 Judgement and Reasoning 01:00:00 Wishes and Requests 01:00:00 Children`s Questions 01:00:00 The Use of Money 01:00:00 Corporal Punishment 01:00:00 Gratitude in Children 01:00:00 Religious Training 01:00:00 Conclusion 00:15:00 Module 4: Child Safety Online Introduction to Child Safety 00:30:00 Warning Signs 01:00:00 Parental Monitoring 00:15:00 Monitoring and Protection Software 01:00:00 Tips to Avoid Sexual Predators 00:30:00 The Truth About Online Content 01:00:00 Identity Theft 00:30:00 Spyware And Malware 01:00:00 The Children's Online Privacy Protection Act (COPPA) 00:15:00 Privacy Policy 00:15:00 Social Networking Safety 01:00:00 Additional Rules For Child Safety Online 00:30:00 Warnings For Children Online 00:15:00 Additional Tips For Parents 01:00:00 Module 5: Healthy Lifestyle for Children Strong Kids Basics 00:30:00 Child Obesity Is A Serious Issue 00:30:00 The Benefits Of An Active Lifestyle 01:00:00 Shut Off The TV And Video Games 01:00:00 Outdoor Activities For Your Kids 01:00:00 Keep An Eye On Nutrition 01:00:00 Final Exam Mock Exam-Raising Healthy Children Course Level 3 00:30:00 Mock Exam Final Exam-Raising Healthy Children Course Level 3 00:30:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

What does this course cover? This is an online course for developing history leadership in primary teaching. This term, we will be piloting the course as an immersive programme covering the key elements of primary history subject leadership, enabling all involved in history leadership at primary to carry out their role effectively. How is this course structured and delivered? Sessions 1, 8 and 10 are compulsory to attend live. Participants will be required to complete a gap task after each session and contribute to an online reflection diary. The other sessions will be recorded for participants to work through at their convenience. Who is this course for? This programme is designed for anyone who is a subject coordinator or subject leader for history in their primary school. You may have just been appointed as a subject leader, or be more experienced but looking for formal training or fresh inspiration and direction. What are the outcome? This course will: equip you fully for the demands of history leadership in primary schools increase your confidence to develop an innovative, inclusive and effective history curriculum in your school develop your understanding of efficient action planning and how to make a wider impact help you to make the case for history with senior leaders enable you to enthuse others and lead staff meetings about history develop your understanding of current issues in primary history education The course will include a chance to share resources and assessment approaches, plus much more What will each session cover? Session 1: Introductory meeting (Live attendance) Wednesday 15 October 2025, 4pm–5.30pm Introduction and aims Reflection activity on the current state of history in your school Key responsibilities of the history subject leader Current Ofsted implications for the subject and what to expect in an inspection How the HA and latest Ofsted material can support you Session 2: What makes an effective history subject leader? (Recorded) How to effectively support teachers and learners as a history leader How to create a vision, lead change, and manage time Effective action planning and improvement Auditing your history provision and building your evidence trail Developing an innovative, inclusive and effective history curriculum in your school Disciplinary knowledge: What is history? What do historians do? Suggested gap task: Conducting teacher and/or pupil voice questionnaires. Compulsory gap task: Add to your reflection diary for the programme. If relevant, reflect on how you will use the teacher questionnaire or pupil voice. Session 3: What makes effective teaching of history? (Recorded) The role of the teacher Supporting SEND pupils Securing substantive knowledge and concepts across the curriculum How to support colleagues by identifying core knowledge How to involve the whole staff in mapping out and embedding the progression of concepts across the curriculum Suggested gap task: Consider SEND in your curriculum. Compulsory gap task: Add to your reflection diary for the programme reflecting on SEND. Session 4: Curriculum and practice at EYFS (Recorded) Unpicking and supporting the requirements of the EYFS curriculum and Development Matters Developing historical and chronological understanding in EYFS as part of Understanding the world Progression and transition from EYFS to Key Stage 1 Ensuring coherence: how to start developing concepts Making use of the local history on your doorstep for EYFS and KS1 Accessing resources and support for EYFS Suggested gap task: Fact finding and liaison. Compulsory gap task: Add to your reflection diary for the programme reflecting on current EYFS practice. Session 5: Curriculum and practice at Key Stage 1 (Recorded) Unpicking and supporting the requirements of the National Curriculum for KS1 Progression: building upon transition from EYFS What do KS1 require before KS2? Ensuring coherence: further developing the school’s chosen substantive concepts How to develop disciplinary concepts Developing appropriate chronological understanding in KS1 Enhancing and engaging children’s knowledge and retention through enquiry The use of working walls in KS1 to support learning Accessing resources and support for KS1 Suggested gap task: Check your KS1 curriculum for coverage and progression, building upon what they have learnt in EYFS. Compulsory gap task: Add to your reflection diary for the programme reflecting on KS1 practice in your setting. Session 6: Curriculum and practice at Key Stage 2 (Recorded) Unpicking and supporting the requirements of the National Curriculum for KS2 How to incorporate local history with progression in KS2 What do we want the children in Year 6 to leave with? Developing appropriate chronological understanding in KS2 Preparing for transition to Key Stage 3 Ensuring coherence: building upon the school’s chosen concepts for progression What the HA can do to support the teaching of KS2 units? Resources and support for KS2 Suggested gap task: Check your KS2 curriculum for coverage and progression, building upon what they have learnt in EYFS and KS1. Compulsory gap task: Add to your reflection diary for the programme reflecting on KS2 practice in your setting. Session 7: Approaching sensitive issues in history (Recorded) What do we mean by diversity in history and why is it important? How to ensure a wider diversity in your history teaching Barriers to making the curriculum more diverse and how to overcome them Approaches to sensitive issues in history lessons, including: - Refugees and migration history - War - Climate change Suggested gap task: Consider opportunities for increasing diverse voices and raising climate issues in your curriculum. Compulsory gap task: Add to your reflection diary for the programme considering how you might address the sensitive or current issues raised in this session. Session 8: Interim review meeting (Live attendance) Monday 19 January 2026, 4pm–5.30pm A review session allowing subject leaders to reflect upon their progress so far Opportunity to respond to suggestions, clarify information, or raise issues from the previous sessions Time to ask questions, share good practice or recommended resources with the rest of the cohort Suggested gap task: Time to follow up on anything raised in this session or to complete any previous tasks, following clarification and inspiration from this session. Compulsory gap task: Add to your reflection diary for the programme, reflecting on your priorities and actions using suggestions from the presenter or other delegates. Session 9: Assessment and evidence (Recorded) Assessment and expectations A word about writing Triangulating the evidence What to look for in a work scrutiny Suggested gap task: Conduct a work scrutiny on one aspect to check across the school, in conjunction with a focused pupil voice on the same aspect. Compulsory gap task: Add to your reflection diary considering how you will conduct a work scrutiny and what you will focus on – or, if relevant, reflect on what you discovered and how you will address any issues. Session 10: Final meeting (Live attendance) Wednesday 11 February 2026, 4pm–5.30pm Following up any requests arising from the interim meeting (Session 8) Discussion or clarification of any issues arising from previous sessions Discussion of priorities, next steps and any issues Sharing ideas for enthusing others and leading staff meetings: “What worked for me?” Communicating with headteachers, governors, colleagues and parents Are you ready for the HA Quality Mark? Suggested gap task: Identifying your school’s next steps Compulsory gap task: Complete your final piece in your reflection diary.

An Exciting Practical Face to Face Course with FIONA BALDING, learning about and developing eco printing techniques, for Teachers of GCSE & A Level Textiles, both Art & Design and D&T.

Overview This comprehensive course on Data Science & Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with Python comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Data Science & Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with Python is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 2 sections • 90 lectures • 10:24:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:08:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:07:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00

An Accredited CPD-Certified Training Seminar for Employers, HR Managers, and Team Leaders Workshop Host Julie Johns MBE Format: Live Teams Session Duration: 1 hour Cost: £79.00 per person “1 in 4 women and 1 in 7 men will experience domestic abuse in their lifetime.” (Source: Office for National Statistics) Domestic abuse is a workplace issue—whether it occurs inside or outside the home. This session provides a valuable introduction for employees in developing and embedding policies that protect staff, promote wellbeing, and fulfill legal and ethical responsibilities. Workplaces play a vital role in recognising, responding to, and supporting employees affected by domestic abuse. Having an effective Domestic Abuse Policy and Procedures will ensure your workplace is ‘A Safe Space to Work.’ What You'll Gain By attending this 1 hour live Teams Session, you will: Learn the main components of an effective workplace domestic abuse policy Learn how to embed procedures that support impacted employees safely and sensitively Clarify the legal, health and safeguarding responsibilities of employers Explore how to respond appropriately to disclosures of domestic abuse Learn the next steps for implementation within the workplace Why Attend? This seminar is ideal for organisations developing internal domestic abuse policies and procedures. The session offers practical steps to align with best practice, legal requirements, and trauma-informed approaches—supporting both compliance and compassion. By the end of the session, attendees will feel confident in: Drafting or refining a domestic abuse policy Creating a safe environment in which to disclose Building internal response plan that includes HR, line managers and support services Additional Benefits CPD credits awarded with certificate Printable handouts and policy templates provided Certificates of attendance available on request FREE Domestic Abuse Policy FREE 30 minute consultation This seminar serves as a strong introduction to domestic abuse policies and procedures and sets out clear actions to take to ensure your workplace is a ‘Safe Space to Work’. Group Bookings available. Please contact julie@safespaceconsultancy.org with your request and to discuss fee.