2713 Courses

Medication Awareness training is mandatory for all staff who are prompting or assisting clients to take their medications. About this event Medication Awareness training is for staff who have had never taken part in Medication training before or staff returning to the profession. By the end of the course, you will be able to: Understand medication types and uses Learn legal and ethical responsibilities Master medication administration procedures Know proper storage and disposal methods Recognize and respond to adverse effects Develop communication and record-keeping skills Apply person-centred approaches Conduct risk assessments. Location for delegates attending in person Online via Teams 0798 999 5180. sales@chcaretraining.co.uk Before you book: Please do not send along staff who have just worked a nightshift or who will be visiting clients immediately before or immediately after a training session. People arriving tired, stressed or late cannot gain the most benefit from a training course. We reserve the right to turn away individuals too exhausted to focus on the training or staff who turn up late for a course and disturb the flow of the proceedings. All CH Care Training courses are fully inclusive, but if you have any concerns about a member of staff's ability to participate because of physical, sensory or learning differences then please let us know in confidence in advance, so that we may make the appropriate adjustments. Cancellations CH Care Training operates a sliding scale of cancellation; If you cancel more than two weeks before the start date of a course, you can ask for a full refund, to change the names of the delegates being sent along, or to transfer a delegate to another training date. If you give less than two weeks but more than one week's notice of cancellation, 50 percent of the booking can be refunded. If you cancel less than a week from the training delivery date we wont be able to refund. There are no refunds for staff who do not turn up on the day of the training course. If CH Care Training needs to change the date or cancel a course for any reason we will give you the maximum notice we can. In exceptional circumstances we may cancel a course due to extreme weather or circumstances at the training venue. You will be offered a full refund or the opportunity to transfer your booking to an alternative date. Please ask your staff to read the following guidance before they attend the course: Arriving at the Venue The course will start promptly so please arrive at least 15 minutes before the start time of the training to allow plenty of time to use the toilet, and be seated ready for the start of the course. You can call Training direct on 0798 999 5180 if you are struggling to arrive on time. Please note that the meeting will be locked to late arrivals 10 minutes after the actual course starts. When you arrive please come into Reception and a member of staff will come to book you in prior to directing you to the training room. This room is located on the ground floor and is wheelchair accessible. Covid-Secure Premises Please do not attend the course if you have symptoms of Covid or are feeling unwell. During the course As this is a working environment please ensure you allow the necessary time and focus to get the best from the material being presented. Please bring pen and paper to make notes during the course. Our training sessions are fun and very interactive. We will encourage plenty of comments, points of view and the sharing of lived experiences. Delegates should not share any sensitive information about a client or organisation. Our session agreement asks delegates to maintain confidentiality about individuals and organisations and to respect the views of others on the course. All CH Care Training courses are inclusive, but if you have any concerns about your ability to participate, such as sensory or learning differences then please let the Trainer know in confidence before the start of a course, so that they may make the appropriate adjustments. If the course contains practical elements such as Moving & Handling or First Aid, then please wear appropriate clothing to take part in these activities. You will be asked confidentially if you have any health concerns that could prevent you from taking part in the practical activities. Please let a Trainer know if you have any concerns about taking part in the practical courses. Refreshments are provided for free. Please bring a packed lunch for any full-day courses. After the course We will email you a pdf of the course once the training has finished and we have checked that everyone was able to join. If your Manager booked you onto the course using your work or personal email, or if you book yourself onto a course, you will receive the pdf directly. If your Manager booked you onto the course using your organisation’s email address a copy of the course will be available on request from your Manager. We will also email a link to an online evaluation and we ask that you please fill this in and return it to us so that we can continue to improve our services. All of our evaluations are gathered anonymously. If you have any questions, please contact Training on 0798 999 5180 or email sales@chcaretraining.co.uk.

The Computer Maintenance & Repair Technician course aims to enable participants to diagnose and repair system level faults in computer-based systems at the foundation level.

Effective communication in the workplace is part and parcel of our daily lives, but not everyone is a natural.  Do you find it tough standing up in front of people? Does the thought of engaging with audiences in any setting fill you with anxiety? Is doing a remote video message to colleagues on Zoom or Teams a tough call? Do you do it regularly but need some professional guidance on whether it’s working? At CoComms we can improve every aspect of your performance and offer a range of tips and techniques to help manage these environments and keep your audience engaged and interested. Public Speaking and Presentation Training In a professional setting it’s vital to come across as dynamic, trustworthy, credible and real. You want people to trust you and in turn get behind your vision or plan or proposal. If you can achieve this you can improve your confidence, your engagement and your prospects. Our training is designed to hone your presentation skills so whether you are pitching for work, taking colleagues through change or speaking to a new audience, you can do it with a clarity and confidence that makes your messages clear and insightful. The training includes: Perfecting your slides Working to produce a clean, easy to navigate slide deck that give logic and flow to your presentation. Developing your storytelling We use our journalistic techniques to show you how to build a story to keep your audience engaged with a well-structured and entertaining presentation. Calls to Action Make sure it is clear what you want to achieve and what you want from your audience. Rehearse and Review We film and then playback a range of practical presentation exercises so we can review your performance and work to make any improvements. Conference and Panel Training The audience at a conference may be a captive one, but that doesn’t mean they are always listening and engaging with what you have to say. We can make sure your keynote speech or panel contribution is memorable, appreciated by your audience and beneficial to your business. Our training looks at preparing for and delivering a speech from start to finish and includes: Defining your big ideas What is it you want to say and what do you want your audience to remember? Develop your narrative and script How can you get across your message using storytelling. Choosing the right language How vibrant and energised language can make the difference in your speech. The tips and tricks to make sure your speech is memorable How vocabulary and delivery techniques ensure your words are heard. Controlling the message How to deal with unhelpful questions and return to the main aspects of your story. Stakeholder Communication Training Engaging effectively with stakeholders with clarity and confidence can make all the difference to your relationships. A successful “town hall” meeting can win over your sceptics, convince those who are unsure and build a common goal between your business and stakeholders. Our stakeholder communication training prepares you for these vital meetings and includes: Focusing the meeting We look at how to control the meeting so the important business is covered and how to prepare for any questions or comments you may receive. Keep control of the conversation We teach you conversational techniques to focus on the main points without being too assertive or dismissive. Rehearse and Review We use video and practical role-play exercises to assess your performance and look for ways to improve. Breaking down the information We look at how to present facts and figures without overwhelming (or boring!) your audience. Our techniques will help you narrate the message in a clear and comprehensive way. Making an impact Using our journalistic experience we will work with you to develop your presentation skills to make the biggest impact and demonstrate credibility and authority. Video Calls for Business The world has changed. Now is the time to ensure your business is changing too. Many in-person meetings, conferences, networking events and clients hosting are, for now, a thing of the past. These face-to-face interactions have been replaced by video calls, webinars and online events. So, how do you develop contacts, maintain relationships and manage your team in this new virtual world? How do you look and sound confident, be heard, and build trust and credibility through a computer screen? At CoComms, we are online communications experts and our years of experience in broadcasting mean we understand how to engage a virtual audience. Interactive and practical training We work with you through a variety of scenarios to analyse your performance on video calls. Feedback on your performance We offer supportive, positive feedback and share our tried and tested techniques so you can improve. Make Video Calls work for you Through our training you will become more confident, more productive and more dynamic on video calls. Contact us If you have a query regarding any of our services or would like to book a consultation for free initial advice and guidance please get in touch

Flower Crown Workshops for Hen Parties in Didcot, Oxfordshire, Abingdon and surrounding areas.

This course will provide delegates involved in tackling the financial underpinning of corrupt behaviour with the knowledge, concepts and practices necessary to understand and mitigate illicit financial flows.

Business Finance: Business Finance Unlock your potential with our Business Finance course! Dive deep into Business Finance fundamentals, explore advanced Business Finance strategies, and master Business Finance principles. Our Business Finance course equips you with essential Business Finance skills, boosting your expertise in Business Finance analysis, Business Finance management, and Business Finance success. Enroll now in Business Finance! This Business Finance: Business Finance course will give you a solid understanding of accounting and financial processes, concepts, and responsibilities, preparing you for a career in the accounting and finance industry. Learning Outcomes After completing the Business Finance: Business Financecourse, the learner will be able to - Learn the fundamentals of accounting and finance. Recognize the various types of cost data and cost analysis. Cost management and analysis reports. Understand how to handle accounts receivable and credit. Understand inventory management. Recognize the time value of money Identify accounting conventions and how to record financial data Improve managerial performance by understanding Special Offers of this Business Finance Course: This Business Finance Course includes a FREE PDF Certificate. Lifetime access to this Business Finance Course Instant access to this Business Finance Course 24/7 Support Available to this Business Finance Course Business Finance: Business Finance Our Level 5 Business Finance course offers a thorough introduction to the essential concepts of business finance. You'll explore how Business Finance involves managing assets, liabilities, and planning for future growth. This course dives deep into the daily flow of money within a business, highlighting the critical role of Business Finance in measuring, monitoring, and planning operations. Designed for aspiring professionals, our Business Finance course equips you with the skills needed to succeed in the dynamic world of business finance. Enroll now to start mastering Business Finance! Who is this course for? Business Finance: Business Finance This Business Finance: Business Finance is for the ones who are interested in banking sector specially account and finance. Anyone who wants to advance their professional life. Requirements Business Finance: Business Finance To enrol in this Business Finance Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Business Finance Course. Be energetic and self-motivated to complete our Business Finance Course. Basic computer Skill is required to complete our Business Finance Course. If you want to enrol in our Business Finance Course, you must be at least 15 years old. Career path Business Finance: Business Finance After completing this Business Finance: Business Finance course, you may be able to pursue a variety of promising career opportunities, such as: Account manager Finance manager Administrative specialist and many more.

Ambulance Care Assistant This Ambulance Care Assistant course is a great way to get started in a career in healthcare. This Ambulance Care Assistant qualification aims to provide you with the skills and knowledge required to work as an Ambulance Healthcare Assistant. With this Ambulance Care Assistant course, you can jumpstart a new career and prove that you're serious about becoming an Ambulance Healthcare Assistant. This Ambulance Care Assistant course teaches you about the roles and responsibilities of an Ambulance Healthcare Assistant and the five principles of ambulance flow. The Ambulance Care Assistant course will also teach you how to deal with patients who have lost their responsiveness and perform CPR in an emergency. Through this Ambulance Care Assistant course, you will gain expert-level knowledge of a variety of injuries as well as how to keep your ambulance maintained and in top condition. Why choose this Ambulance Care Assistant course from the School of Health Care? Self-paced course, access available from anywhere in the world. High-quality study materials that are easy to understand. Course developed by industry experts. After each module, there will be an MCQ quiz to assess your learning. Assessment results are generated automatically and instantly. 24/7 support is available via live chat, phone call, or email. Free PDF certificate after completing the course. GIFT Course Course 01: Control and Administration of Medicine Course 02: Nursing Assistant Diploma Ambulance Care Assistant Learning Outcomes After completing this Ambulance Care Assistant course, the learner will be able to: Understand the fundamentals of ambulance care. Gain in-depth knowledge about the day-to-day tasks of an Ambulance Healthcare Assistant. Understand how to administer paediatric first aid care. Know how to administer CPR to patients. Know how to deal with the loss of responsiveness in patients. Explore manual handling hazards and injuries. Understand the essentials of ambulance maintenance. Certificate of Completion You will receive a course completion certificate for free as soon as you complete the Ambulance Care Assistant course. Who is this course for? Ambulance Care Assistant This Ambulance Care Assistant course is ideal for anyone interested in learning about or pursuing a career as an Ambulance Care Assistant. This may be beneficial in similar roles in healthcare. Requirements Ambulance Care Assistant There are no particular requirements for this Ambulance Care Assistant course because it doesn't call for any specialized training. Career path Ambulance Care Assistant This Ambulance Care Assistant course enables learners to explore career opportunities in the following roles or job sectors such as: Ambulance workers Health Care Assistant Patient Transport Patient Taxis

Women in Banking Leadership Workshop Workshop Overview: Unleash your potential - The Banking and Financial Services industry is a constantly changing sphere that calls for emerging leaders to adapt and grow in order to thrive and succeed. Often those wanting to take the next step in the field find it hard to see their full value and potential, slowing their progress in a world full of opportunities. Emerging leaders will need to understand their professional values and know how to cultivate a growth mindset to stand out and fulfil their career desires.  This interactive virtual workshop will provide emerging leaders within the field the skills to understand the strengths that they are able to bring to the corporate table to confidently unleash their potential. It will particularly benefit those who aspire to move beyond early management to broader leadership roles. Kat will guide attendees to unlock their potential through releasing self-doubt, connecting to their unique contribution and forming a confident, strategic leader that will drive an organisation to success. Our Aims for the Workshop: Navigate key challenges and change in fast-paced work-places Understand the value of embracing complexity, uncertainty and diversity Negotiate diversity and inclusion biases, enablers and blocker Topic 1 Define your leadership style What are the capabilities, attributes and skills of an influential leader? What is your unique contribution? Is this congruent with your personal brand? Align your leadership strengths and values with the expectations and culture of your organisation. Topic 2 Leading with Emotional Intelligence (EQ) Understand your EQ and its impact on the way you are perceived as a leader Leverage your EQ in the workplace both in person and online Embrace qualities of empathy and authenticity to become a better leader Topic 3 Interactive Panel Q&A Discussion: Open Q&A with Senior Female leaders within the banking sector. Please see below the panel and biographies of each panellist. Topic 4 How to be known as a strategic leader Understand the uplevel from management to leadership and how to articulate your strategy How to translate broad leadership tools and tactics into practical, personalised results Move from transactional to transformational leadership Topic 5 Strengthen your resilience and resolve What is stress and how do you “show-up” on a bad day? Bounce back from challenging situations and predicaments Effectively manage conflict and turn negativity into an opportunity Who will attend? Emerging Leaders looking to step into management roles Current Leaders looking to progress into senior management roles This workshop is open to any woman who works in the banking sector that wants to take her next step in their career; women include trans women and non-binary people who are comfortable in a female-centred group. Group Rate Discounts 2-3 people, 7% discount 4+ people, 20% discount We have two group rates which you can take advantage of depending on the size of the group you wish to book: Option 1️⃣ Groups between 2 & 3 are eligible for the 7% Discount. Please use this code at checkout: GROUP 2+  Option 2️⃣ For groups of over 4+ attendees, the eligible discount is 20%. Please use this code at checkout: GROUP 4+  Where do I add the discount code?  Your Facilitator Kat Hutchings Kat coaches Executives and senior leaders in scale businesses to develop their leadership capability, build high-performing teams and create a culture that motivates and delivers. She works with them to identify their unique contribution and lead in a way that's aligned with who they are. Clients that work with Kat connect to their sense of purpose and how they contribute to the organisation. This creates a ripple effect through their team as they step into more powerful and impactful leadership. Kat coaches for insight - because a single insight can inspire action that changes everything.  Client outcomes include improved sales performance, successful delivery of change & transformation programmes and greater employee engagement & wellbeing.  Kat is an accredited Professional Executive Coach with the Association for Coaching and a Master NLP Practitioner. She has studied neuroscience, mindfulness and resilience, often bringing these insights to her coaching and training.  Combined with her experience as a leader in Financial Services, Kat’s clients find her to be commercially minded, knowledgeable and positively challenging. Her background as a corporate banker means Kat is quickly able to understand the context, including a firm’s strategy, vision and drivers. As a former Head of Coaching for the London & South East region of a FTSE 100 organisation, Kat is also well versed in leadership development programmes – their design, delivery and embedding through coaching. Outside of her coaching work, Kat spends lots of time with her husband and 2 young children. She enjoys trying different wines, talking to interesting people, having new experiences and buying flowers. THE PANEL The final panel is coming soon ⏳

Overview In a world filled with constant noise and stress, finding calm can be a challenge. The "Meditation & Mindfulness Training for Teachers" course offers a way to bring peace and focus into your life and your classroom. This course is designed to help teachers like you learn and teach mindfulness and meditation techniques. You will start by understanding how meditation affects the nervous system and how to use breathing exercises to centre yourself. As you progress, you’ll gain practical skills for guiding meditation sessions and supporting your students. By the end of the course, you will feel confident in using mindfulness techniques to improve your teaching and well-being. Join us to make a positive impact on your classroom and your life with simple, effective mindfulness practices. Become proficient in Meditation & Mindfulness Training for Teachers by grasping all the essential knowledge from our top-quality course step by step. Enrol now to ensure that your Meditation & Mindfulness Training for Teachers mastery is not limited to only conceptual frameworks! This Meditation & Mindfulness Training for Teachers will assist you in standing out from the crowd and being more efficient in your chosen area of expertise. Furthermore, if you require assistance with the Meditation & Mindfulness Training for Teachers, we will provide experts who will support and guide you. So, add this Meditation & Mindfulness Training for Teachers to your cart and boost your personal and career development. In this Meditation & Mindfulness Training for Teachers, you will: Sharpen your skills to help you advance your career. Acquire a comprehensive understanding of various related topics and tips from industry experts. Learn in-demand knowledge and skills in high demand among UK employers, which will help to kickstart your Meditation & Mindfulness Training for Teachers career. Enrolling in the Meditation & Mindfulness Training for Teachers can assist you in getting into your desired career faster than you ever imagined. So, without further ado, start now! Process of Evaluation After studying the Mindfulness Diploma course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Mindfulness Diploma course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Mindfulness Diploma is suitable for anyone aspiring to start a career in Mindfulness Diploma; even if you are new to this and have no prior knowledge on Mindfulness Diploma, this course is going to be very easy for you to understand.  And if you are already working in the Mindfulness Diploma field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Mindfulness Diploma course is a win-win for you in all aspects.  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 This Mindfulness Diploma course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Mindfulness Diploma 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 Mindfulness Diploma course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Mindfulness Diploma The Why of No - why No matters and why it's hard to say Why is No Important? 00:07:00 Why is No Difficult? Your Inner Gopher 00:09:00 Why is No Difficult? Six things that Drive you to Say Yes 00:09:00 The What of No - What to say No to, and when to say it What to do to Challenge your Instincts on No 00:05:00 What to Say No to 00:05:00 Specific things to Say No to 00:05:00 When to Say No 00:08:00 What are your Choices? 00:09:00 When to Say No to Relationships 00:04:00 What does No Mean? 00:04:00 What is Special Time? 00:05:00 The How of No - Here's the meat: how to say NO in lot's of situations How to be Happy with No 00:07:00 How to Decide Yes or No: Six Tools to Help Make Your Decision 00:10:00 How to Decide Yes or No: Six Ways of Thinking about Any Problem 00:05:00 How to Make No Feel Easier 00:09:00 How to Say No 00:04:00 How to say No to Friends and Loved Ones 00:02:00 How to say No to your Customers 00:03:00 How to say No to False Assumptions 00:06:00 How to say No to Temptation 00:04:00 How to Say No to your Colleagues at Work 00:03:00 How to Get on with it: How to say No to Procrastination 00:08:00 How to say No in Negotiations 00:11:00 More Tips on How to Say No 00:05:00 The What if of No - Oh wait! What if? ...Don't worry; I've got you covered What if they Resist your No? 00:12:00 What if you want to Say Yes? 00:04:00 Four 'What if?' Questions 00:04:00 What if you don't Follow my Advice? 00:02:00 Mindfulness Meditation for Daily Life Introduction : Let's begin the journey to true love! 00:09:00 Mindfulness Practice 01 : Breath- a doorway to freedom! 00:13:00 Meditation 02 : Are you ready to fall in love with your body as a sacred temple? 00:13:00 Practice 03 : Discover the mystery of the present through sensation tracking 00:13:00 Practice 04- If you like freedom this practice is for you! 00:10:00 Practice 05 : Opening to the Secret of the Magical Pause 00:11:00 Practice 06 : Lining Up Your Speech with Integrity 00:09:00 Practice 07 : Dropping Down Into the Mystery of the Golden Realms 00:09:00 Practice 08- A Return to the Bliss of Self-Love 00:07:00 Now You're Ready to Dive Into Practice - A Review of it All 00:04:00 Mindfulness in the Workplace Introduction 00:01:00 The Practice of Standing Tall 00:02:00 Move and Relate with Confidence 00:03:00 Knowing What You Know 00:06:00 Send the Inner Critic Packing 00:06:00 Taking Input 00:06:00 Build Bridges, Not Walls 00:04:00 Appreciation Makes Your Team Flow 00:04:00 The Quality of Your Attention Matters 00:04:00 Acknowledgement Pumps Us Up! 00:04:00 Grounding Meditation 00:03:00 Conclusion 00:02:00

Overview This Deep Learning & Neural Networks Python - Keras: For Dummies course will unlock your full potential and will show you how to excel in a career in Deep Learning & Neural Networks Python - Keras: For Dummies. So upskill now and reach your full potential. Everything you need to get started in Deep Learning & Neural Networks Python - Keras: For Dummies is available in this course. Learning and progressing are the hallmarks of personal development. This Deep Learning & Neural Networks Python - Keras: For Dummies will quickly teach you the must-have skills needed to start in the relevant industry. In This Deep Learning & Neural Networks Python - Keras: For Dummies Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Deep Learning & Neural Networks Python - Keras: For Dummies skills to help you advance your career. Acquire a comprehensive understanding of various Deep Learning & Neural Networks Python - Keras: For Dummies topics and tips from industry experts. Learn in-demand Deep Learning & Neural Networks Python - Keras: For Dummies skills that are in high demand among UK employers, which will help you to kickstart your career. This Deep Learning & Neural Networks Python - Keras: For Dummies course covers everything you must know to stand against the tough competition in the Deep Learning & Neural Networks Python - Keras: For Dummies field.  The future is truly yours to seize with this Deep Learning & Neural Networks Python - Keras: For Dummies. Enrol today and complete the course to achieve a Deep Learning & Neural Networks Python - Keras: For Dummies certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Deep Learning & Neural Networks Python - Keras: For Dummies course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Deep Learning & Neural Networks Python - Keras: For Dummies course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Deep Learning & Neural Networks Python - Keras: For Dummies course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Deep Learning & Neural Networks Python - Keras: For Dummies is suitable for anyone aspiring to start a career in Deep Learning & Neural Networks Python - Keras: For Dummies; even if you are new to this and have no prior knowledge on Deep Learning & Neural Networks Python - Keras: For Dummies, this course is going to be very easy for you to understand.  And if you are already working in the Deep Learning & Neural Networks Python - Keras: For Dummies field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Deep Learning & Neural Networks Python - Keras: For Dummies course is a win-win for you in all aspects.  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 This Deep Learning & Neural Networks Python - Keras: For Dummies course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Deep Learning & Neural Networks Python - Keras: For Dummies 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 Deep Learning & Neural Networks Python - Keras: For Dummies course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Course Introduction and Table of Contents Course Introduction and Table of Contents 00:11:00 Deep Learning Overview Deep Learning Overview - Theory Session - Part 1 00:06:00 Deep Learning Overview - Theory Session - Part 2 00:07:00 Choosing Between ML or DL for the next AI project - Quick Theory Session Choosing Between ML or DL for the next AI project - Quick Theory Session 00:09:00 Preparing Your Computer Preparing Your Computer - Part 1 00:07:00 Preparing Your Computer - Part 2 00:06:00 Python Basics Python Basics - Assignment 00:09:00 Python Basics - Flow Control 00:09:00 Python Basics - Functions 00:04:00 Python Basics - Data Structures 00:12:00 Theano Library Installation and Sample Program to Test Theano Library Installation and Sample Program to Test 00:11:00 TensorFlow library Installation and Sample Program to Test TensorFlow library Installation and Sample Program to Test 00:09:00 Keras Installation and Switching Theano and TensorFlow Backends Keras Installation and Switching Theano and TensorFlow Backends 00:10:00 Explaining Multi-Layer Perceptron Concepts Explaining Multi-Layer Perceptron Concepts 00:03:00 Explaining Neural Networks Steps and Terminology Explaining Neural Networks Steps and Terminology 00:10:00 First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset 00:07:00 Explaining Training and Evaluation Concepts Explaining Training and Evaluation Concepts 00:11:00 Pima Indian Model - Steps Explained Pima Indian Model - Steps Explained - Part 1 00:09:00 Pima Indian Model - Steps Explained - Part 2 00:07:00 Coding the Pima Indian Model Coding the Pima Indian Model - Part 1 00:11:00 Coding the Pima Indian Model - Part 2 00:09:00 Pima Indian Model - Performance Evaluation Pima Indian Model - Performance Evaluation - Automatic Verification 00:06:00 Pima Indian Model - Performance Evaluation - Manual Verification 00:08:00 Pima Indian Model - Performance Evaluation - k-fold Validation - Keras Pima Indian Model - Performance Evaluation - k-fold Validation - Keras 00:10:00 Pima Indian Model - Performance Evaluation - Hyper Parameters Pima Indian Model - Performance Evaluation - Hyper Parameters 00:12:00 Understanding Iris Flower Multi-Class Dataset Understanding Iris Flower Multi-Class Dataset 00:08:00 Developing the Iris Flower Multi-Class Model Developing the Iris Flower Multi-Class Model - Part 1 00:09:00 Developing the Iris Flower Multi-Class Model - Part 2 00:06:00 Developing the Iris Flower Multi-Class Model - Part 3 00:09:00 Understanding the Sonar Returns Dataset Understanding the Sonar Returns Dataset 00:07:00 Developing the Sonar Returns Model Developing the Sonar Returns Model 00:10:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Data Preparation - Standardization 00:15:00 Sonar Performance Improvement - Layer Tuning for Smaller Network Sonar Performance Improvement - Layer Tuning for Smaller Network 00:07:00 Sonar Performance Improvement - Layer Tuning for Larger Network Sonar Performance Improvement - Layer Tuning for Larger Network 00:06:00 Understanding the Boston Housing Regression Dataset Understanding the Boston Housing Regression Dataset 00:07:00 Developing the Boston Housing Baseline Model Developing the Boston Housing Baseline Model 00:08:00 Boston Performance Improvement by Standardization Boston Performance Improvement by Standardization 00:07:00 Boston Performance Improvement by Deeper Network Tuning Boston Performance Improvement by Deeper Network Tuning 00:05:00 Boston Performance Improvement by Wider Network Tuning Boston Performance Improvement by Wider Network Tuning 00:04:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 1 00:09:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 2 00:08:00 Save and Load Model as YAML File - Pima Indian Dataset Save and Load Model as YAML File - Pima Indian Dataset 00:05:00 Load and Predict using the Pima Indian Diabetes Model Load and Predict using the Pima Indian Diabetes Model 00:09:00 Load and Predict using the Iris Flower Multi-Class Model Load and Predict using the Iris Flower Multi-Class Model 00:08:00 Load and Predict using the Sonar Returns Model Load and Predict using the Sonar Returns Model 00:10:00 Load and Predict using the Boston Housing Regression Model Load and Predict using the Boston Housing Regression Model 00:08:00 An Introduction to Checkpointing An Introduction to Checkpointing 00:06:00 Checkpoint Neural Network Model Improvements Checkpoint Neural Network Model Improvements 00:10:00 Checkpoint Neural Network Best Model Checkpoint Neural Network Best Model 00:04:00 Loading the Saved Checkpoint Loading the Saved Checkpoint 00:05:00 Plotting Model Behavior History Plotting Model Behavior History - Introduction 00:06:00 Plotting Model Behavior History - Coding 00:08:00 Dropout Regularization - Visible Layer Dropout Regularization - Visible Layer - Part 1 00:11:00 Dropout Regularization - Visible Layer - Part 2 00:06:00 Dropout Regularization - Hidden Layer Dropout Regularization - Hidden Layer 00:06:00 Learning Rate Schedule using Ionosphere Dataset - Intro Learning Rate Schedule using Ionosphere Dataset 00:06:00 Time Based Learning Rate Schedule Time Based Learning Rate Schedule - Part 1 00:07:00 Time Based Learning Rate Schedule - Part 2 00:12:00 Drop Based Learning Rate Schedule Drop Based Learning Rate Schedule - Part 1 00:07:00 Drop Based Learning Rate Schedule - Part 2 00:08:00 Convolutional Neural Networks - Introduction Convolutional Neural Networks - Part 1 00:11:00 Convolutional Neural Networks - Part 2 00:06:00 MNIST Handwritten Digit Recognition Dataset Introduction to MNIST Handwritten Digit Recognition Dataset 00:06:00 Downloading and Testing MNIST Handwritten Digit Recognition Dataset 00:10:00 MNIST Multi-Layer Perceptron Model Development MNIST Multi-Layer Perceptron Model Development - Part 1 00:11:00 MNIST Multi-Layer Perceptron Model Development - Part 2 00:06:00 Convolutional Neural Network Model using MNIST Convolutional Neural Network Model using MNIST - Part 1 00:13:00 Convolutional Neural Network Model using MNIST - Part 2 00:12:00 Large CNN using MNIST Large CNN using MNIST 00:09:00 Load and Predict using the MNIST CNN Model Load and Predict using the MNIST CNN Model 00:14:00 Introduction to Image Augmentation using Keras Introduction to Image Augmentation using Keras 00:11:00 Augmentation using Sample Wise Standardization Augmentation using Sample Wise Standardization 00:10:00 Augmentation using Feature Wise Standardization & ZCA Whitening Augmentation using Feature Wise Standardization & ZCA Whitening 00:04:00 Augmentation using Rotation and Flipping Augmentation using Rotation and Flipping 00:04:00 Saving Augmentation Saving Augmentation 00:05:00 CIFAR-10 Object Recognition Dataset - Understanding and Loading CIFAR-10 Object Recognition Dataset - Understanding and Loading 00:12:00 Simple CNN using CIFAR-10 Dataset Simple CNN using CIFAR-10 Dataset - Part 1 00:09:00 Simple CNN using CIFAR-10 Dataset - Part 2 00:06:00 Simple CNN using CIFAR-10 Dataset - Part 3 00:08:00 Train and Save CIFAR-10 Model Train and Save CIFAR-10 Model 00:08:00 Load and Predict using CIFAR-10 CNN Model Load and Predict using CIFAR-10 CNN Model 00:16:00 RECOMENDED READINGS Recomended Readings 00:00:00