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Are you looking to improve your current abilities or make a career move? Our unique Performance Coaching and Mentoring Course might help you get there! Expand your expertise with high-quality training - study Performance Coaching and Mentoring and get an expertly designed, great-value training experience. Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through the Performance Coaching and Mentoring online training course. This Diploma in Performance Coaching course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 150 CPD points) to make your skill development & career progression more accessible than ever! With this comprehensive Performance Coaching and Mentoring course, you can achieve your dreams and train for your ideal career. The Performance Coaching and Mentoring course provides students with an in-depth learning experience that they can work through at their own pace to enhance their career development. This Performance Coaching and Mentoring training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join the Performance Coaching and Mentoring course today - gear up with the essential skills to set yourself up for excellence! Why Prefer This Performance Coaching Course? Opportunity to earn certificate a certificate endorsed by the Quality Licence Scheme & another accredited by CPDQS after completing the Performance Coaching course Get a free student ID card! (£10 postal charge will be applicable for international delivery) Innovative and engaging content. Free assessments. 24/7 tutor support. Start your learning journey with this Performance Coaching and Mentoring course straight away and take a step forward in securing a better future! Why should you choose the Performance Coaching and Mentoring course with Academy for Health & Fitness? Opportunity to earn a certificate accredited by CPDQS after completing this course. Student ID card with amazing discounts - completely for FREE! (£10 postal charge will be applicable for international delivery) Globally accepted standard structured lesson planning. Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the Performance Coaching program in your own time, at your own pace Each of our students gets full 24/7 tutor support. Skills You Will Gain Performance management Personal communication Motivation techniques Interpersonal skills Leadership qualities ****Course Curriculum**** Here is the curriculum breakdown of this Performance Coaching and Mentoring course: Module 01: Introduction to Performance Coaching Coaching Versus Other Disciplines What Are the Benefits of Coaching? Performance Coach Required Skills, Roles, and Responsibilities Module 02: The Coach/Client Relationship Establishing a Relationship Core Elements of the Effective Coaching Relationship Effective Communication Listening Skills Asking Good Questions Giving Feedback Responsibilities Module 03: Coaching and Mentoring Models A General Introduction to Models The GROW Model The OUTCOMES Model The JOHARI Window The FLOW Model The SOS Model The Cyclical Mentoring Model The Double Matrix Mentoring Model Module 04: Ethical Aspects of Coaching and Mentoring The Association for Coaching's Guiding Principles Reputation Association for Coaching (AC) and European Mentoring and Coaching Council (EMCC) Code of Ethics, including: International Coach Federation (ICF) Standards of Ethical Conduct, including General Professional Conduct Professional Conduct with Clients Confidentiality and Privacy Conflicts of Interest Module 05: Effective Communication Skill Creating a Good Coaching & Mentoring Relationship Using Appropriate Language Listening at a Deep Level Asking Effective Questions Limiting Beliefs and Assumptions Giving Effective Feedback Communicating Non-Verbally Presence and Silence Module 06: Personal Skills Time Management Stress Management Emotional Management and Happiness Maintenance Assertiveness Negotiation Module 07: Management Skills Motivation Leading Delegation Decision Making and Problem-Solving Project Management Module 08: Organisational Skills Introduction to Organisational Skills Importance of Organisational Skills Organising Life Coach Business Organising Daily Work Organising Workplace Organising Tools Cultivating Organisational Habits Module 09: Motivation and Mindset What is Motivation? Types of Motivation History of Motivation Motivating Yourself Motivation and Inspiration Coaching and Motivation What is Mindset? Benefits of Mindset Coaching Mindset Coaching Life Coach vs Mindset Coach Module 10: Key Themes of NLP What is NLP? Pillars of NLP Models and Modelling NLP Presuppositions Module 11: The Relationship Between Stress and Performance: The Inverted-U Theory What Is Stress? What Is the Inverted-U Relationship Between Stress and Performance? Optimal Pressure for Better Performance Module 12:Leadership Under Pressure What Is Leadership? Leadership Is About the People Qualities You Require to Be a Good Leader Safe Leader vs Real Leader Leadership to Create a High-Performance Environment 4 Key Leadership Skills to Thrive Under Pressure Module 13: Setting Up as a Coach Sustainable & Profitable Coaching Business Tips and Traps of Coaching Measurement of Coaching Ethics and Standards Terms and Conditions Toolkit for Coaching Assessment Process We offer an integrated assessment framework to make the process of evaluation and accreditation for learners easier. You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and provide you with feedback after you submit the assignment. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the exams. Show off Your New Skills With a Certificate of Completion Endorsed Certificate of Achievement from the Quality Licence Scheme After successfully completing the course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - £119 inside the UK £129 (including postal fees) for international delivery Certificate Accredited by CPD Upon finishing the course, you will receive a Certificate Accredited by CPD that is recognised all over the UK and internationally. The pricing schemes are- 10 GBP for Digital Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery) CPD 150 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Performance Coaching and Mentoring course do not require you to have any prior qualifications or experience. There are no prerequisites for enrollment, and you can access the course materials from any location in the world. However, this could be a perfect match for, Anyone interested in this area Those who want to get professional expertise in this field Performance analyser Coaching Career Growth Hacker Motivational Leader Existing professionals looking for a certificate Requirements There are no previous knowledge requirements for the Performance Coaching and Mentoring program; this is open to anyone! Any learning enthusiast from anywhere in the world can enrol on this course without any hesitation. Career path The Performance Coaching and Mentoring course aims to help you get the job or even the long-awaited promotion of your dreams. With the support and proper guidance, you will learn the skills and knowledge that will help sharpen your career at; Coaching Corporate trainer Personal trainer Sports Teacher Motivational Speaker Sports Coaching Fitness trainer Corporate Leader Mentor Entrepreneur

Unleash your potential and empower others with the Fundamental Qualities of a Coach course. This transformative program combines personal development coach, positive psychology, and effective coaching methods to equip you with the essential skills needed to make a positive impact on individuals and organisations. Explore the key aspects of coaching and mentoring, ethical considerations, and the fundamental qualities that define a great personal development coach. Gain valuable insights into life coaching methods, spiritual life coaching, NLP, cognitive behavioral therapy, and much more. Unlock your true potential as a personal development coach and embark on a rewarding journey of personal and professional growth. Learning Outcomes: Understand the foundational principles of personal development coaching and positive psychology Acquire the knowledge and skills necessary to become an effective personal development coach and mentor Explore the ethical aspects of coaching and mentoring and uphold professional standards Master the fundamental qualities that define a successful personal development coach and build strong relationships with clients Develop proficiency in various coaching methods, including life coaching and spiritual life coaching Harness the power of NLP, cognitive behavioural therapy, and effective communication skills to drive positive change as a personal development coach. The Fundamental Qualities of a Coach course is designed to provide a comprehensive understanding of coaching and its transformative potential. Delve into the intricacies of personal development coaching and positive psychology to cultivate a solid foundation. Explore the modules on coaching and mentoring, where you'll learn how to guide individuals towards their goals, unlock their potential, and support their personal growth. Gain insights into the ethical considerations surrounding coaching relationships and learn how to maintain professionalism and integrity throughout your practice. Discover the essential qualities that set outstanding coaches apart from the rest. Dive into the module dedicated to fundamental qualities, where you'll explore the traits and characteristics that define a successful coach. From empathy and active listening to effective goal setting and accountability, you'll develop the skills needed to establish strong connections and facilitate meaningful change. Certification Upon completion of the course, learners can obtain a certificate as proof of their achievement. You can receive a £4.99 PDF Certificate sent via email, a £9.99 Printed Hardcopy Certificate for delivery in the UK, or a £19.99 Printed Hardcopy Certificate for international delivery. Each option depends on individual preferences and locations. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring coaches seeking to embark on a fulfilling career in personal development Professionals in human resources, leadership, or management roles looking to enhance their coaching skills Therapists, counsellors, or psychologists interested in integrating coaching techniques into their practice Individuals passionate about personal growth and helping others unlock their potential Career path Personal Development Coach: £25,000 - £45,000 per annum Executive Coach: £35,000 - £80,000 per annum Leadership Coach: £30,000 - £70,000 per annum Career Coach: £25,000 - £50,000 per annum Wellness Coach: £20,000 - £40,000 per annum

Overview This Anxiety and Depression Management Diploma course will unlock your full potential and will show you how to excel in a career in Anxiety and Depression Management Diploma. So upskill now and reach your full potential. Everything you need to get started in Anxiety and Depression Management Diploma is available in this course. Learning and progressing are the hallmarks of personal development. This Anxiety and Depression Management Diploma will quickly teach you the must-have skills needed to start in the relevant industry. In This Anxiety and Depression Management Diploma Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Anxiety and Depression Management Diploma skills to help you advance your career. Acquire a comprehensive understanding of various Anxiety and Depression Management Diploma topics and tips from industry experts. Learn in-demand Anxiety and Depression Management Diploma skills that are in high demand among UK employers, which will help you to kickstart your career. This Anxiety and Depression Management Diploma course covers everything you must know to stand against the tough competition in the Anxiety and Depression Management Diploma field.  The future is truly yours to seize with this Anxiety and Depression Management Diploma. Enrol today and complete the course to achieve a Anxiety and Depression Management Diploma 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 Anxiety and Depression Management Diploma 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 Anxiety and Depression Management 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 Anxiety and Depression Management 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 Anxiety and Depression Management Diploma is suitable for anyone aspiring to start a career in Anxiety and Depression Management Diploma; even if you are new to this and have no prior knowledge on Anxiety and Depression Management Diploma, this course is going to be very easy for you to understand.  And if you are already working in the Anxiety and Depression Management 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 Anxiety and Depression Management 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 Anxiety and Depression Management Diploma course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Anxiety and Depression Management 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 Anxiety and Depression Management Diploma course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Module 01: Neurotransmitters What are Neurotransmitters? 00:11:00 Study Materials: Neurotransmitters 00:12:00 Module 02: GABA GABA 00:19:00 Study Materials: GABA 00:10:00 Module 03: Emotional Freedom Technique for Anxiety Relief Emotional Freedom Technique 00:04:00 Study Materials: EFT for Anxiety Relief 00:04:00 Module 04: NLP Anchoring for Anxiety Relief NLP Anchoring 00:05:00 Study Materials: NLP Anchoring for Anxiety Relief 00:04:00 Module 05: Meal Plans Oxalates 00:06:00 Study Materials: Oxalate and Anxiety 00:06:00 Study Materials: 14 Day Meal Plan 00:54:00 Study Materials: Magnesium 00:10:00 Study Materials: Stop Your Sugar Habit 00:04:00

Description Here at iStudy, we put our heart and soul into every single course we design. We make sure that all our courses are designed and developed by industry experts. Our aim is to always provide value to our learners with quality courses. Our learners are our top priority, and you as a learner will gain tremendous knowledge and skill on this topic from this Emotional Intelligence and Human Behaviour. The certification that you will receive upon completing this Emotional Intelligence and Human Behaviour will help to boost your resume and will help you stand out among your peers in the competitive job market. Our course will help you get employed in the relevant field and advance your career. Enjoy this expertly made course from iStudy. Enrol now!   Why You Should Choose Emotional Intelligence and Human Behaviour Lifetime access to the course No hidden fees or exam charges Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential.   Who is this Course for? Emotional Intelligence and Human Behaviour is CPD Qualification Standards and CiQ accredited, and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds.   Requirements Our Emotional Intelligence and Human Behaviour is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Module 01: Human Behaviour and Basic Psychological Process Human Behaviour and Basic Psychological Process 00:21:00 Module 02: Evolutionary Perspective of Human Behaviour Evolutionary Perspective of Human Behaviour 00:23:00 Module 03: Human Intelligence Human Intelligence 00:22:00 Module 04: Intelligence Test and Variations in Intelligence Intelligence Test and Variations in Intelligence 00:20:00 Module 05: Learning and Conditioning Learning and Conditioning 00:21:00 Module 06: Language and Communication Language and Communication 00:27:00 Module 07: Introduction to Emotion Introduction to Emotion 00:14:00 Module 08: Emotion Influences Cognition Emotion Influences Cognition 00:19:00 Module 09: Stress, Anger and Conflict Stress, Anger and Conflict 00:40:00 Module 10: Emotional Intelligence Emotional Intelligence 00:23:00 Module 11: Self-Leadership Self-Leadership 00:14:00 Module 12: Neuro-Linguistic Programming (NLP) Neuro-Linguistic Programming (NLP) 00:22:00

Duration 1 Days 6 CPD hours This course is intended for The audience for this course includes software developers and data scientists who need to use large language models for generative AI. Some programming experience is recommended, but the course will be valuable to anyone seeking to understand how the Azure OpenAI service can be used to implement generative AI solutions. Note Generative AI is a fast-evolving field of artificial intelligence, and the Azure OpenAI service is subject to frequent changes. The course materials are maintained to reflect the latest version of the service at the time of writing. Azure OpenAI Service provides access to OpenAI's powerful large language models such as GPT; the model behind the popular ChatGPT service. These models enable various natural language processing (NLP) solutions to understand, converse, and generate content. Users can access the service through REST APIs, SDKs, and Azure OpenAI Studio. In this course, you'll learn how to provision Azure OpenAI service, deploy models, and use them in generative AI applications. Prerequisites Familiarity with Azure and the Azure portal. Experience programming with C# or Python. 1 - Get started with Azure OpenAI Service Access Azure OpenAI Service Use Azure OpenAI Studio Explore types of generative AI models Deploy generative AI models Use prompts to get completions from models Test models in Azure OpenAI Studio's playgrounds 2 - Build natural language solutions with Azure OpenAI Service Integrate Azure OpenAI into your app Use Azure OpenAI REST API Use Azure OpenAI SDK 3 - Apply prompt engineering with Azure OpenAI Service Understand prompt engineering Write more effective prompts Provide context to improve accuracy 4 - Generate code with Azure OpenAI Service Construct code from natural language Complete code and assist the development process Fix bugs and improve your code 5 - Generate images with Azure OpenAI Service What is DALL-E? Explore DALL-E in Azure OpenAI Studio Use the Azure OpenAI REST API to consume DALL-E models 6 - Use your own data with Azure OpenAI Service Understand how to use your own data Add your own data source Chat with your model using your own data Additional course details: Nexus Humans AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service 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 AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service 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.

Human Behaviour and Emotional Intelligence is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Human Behaviour and Emotional Intelligence and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 05 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Module 01: Human Behaviour and Basic Psychological Process Human Behaviour and Basic Psychological Process 00:23:00 Module 02: Evolutionary Perspective of Human Behaviour Evolutionary Perspective of Human Behaviour 00:25:00 Module 03: Human Intelligence Human Intelligence 00:24:00 Module 04: Intelligence Test and Variations in Intelligence Intelligence Test and Variations in Intelligence 00:22:00 Module 05: Learning and Conditioning Learning and Conditioning 00:13:00 Module 06: Language and Communication Language and Communication 00:29:00 Module 07: Introduction to Emotion Introduction to Emotion 00:16:00 Module 08: Emotion Influences Cognition Emotion Influences Cognition 00:21:00 Module 09: Stress, Anger and Conflict Stress, Anger and Conflict 00:42:00 Module 10: Emotional Intelligence Emotional Intelligence 00:25:00 Module 11: Self-Leadership Self-Leadership 00:16:00 Module 12: Neuro-Linguistic Programming (NLP) Neuro-Linguistic Programming (NLP) 00:24:00

Description: Do you want to read the mind or want to know why people behave in a specific way? Or do you want to be a psychologist to help other people to live peacefully? The Diploma in Psychology offers a comprehensive lesson for understanding the most mysterious thing in the world - the human mind. Psychology refers to the science of behaviour and the mind. It is the study that judges and evaluates human behaviour and the role of consciousness including the conscious, sub-conscious and unconscious state of mind. A psychologist studies the human expression and activity and comes with some theories and principles. You will be surprised that human psychology also plays a vital role in language learning. Throughout the course, you will learn the popular methods and principles of human psychology along with the biological basis of human behaviour, visual perceptions, memory, cognition, cognitive theory, etc. In short, you will able to learn how human minds work or how psychology affects the human behaviour. 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 hard copy 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. Who is this Course for? Diploma in Psychology is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Diploma in Psychology is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Module 01 Introduction to Psychology 00:30:00 Personality 01:00:00 Psychological Disorders 01:00:00 Therapy and Treatment 00:30:00 What is Neuro Linguistic Programming? 00:15:00 The NLP Presuppositions 00:15:00 The Senses According to NLP 00:15:00 Using Enriched Language 00:15:00 Interpreting Body Language 00:15:00 Asking Clean Questions 00:15:00 The Power of Hypnotic Language 00:15:00 Understanding Common NLP Terms 00:15:00 Developing Rapport 00:30:00 Getting in Tune with Yourself 00:15:00 Creating Comprehensive Outcomes 00:15:00 Creating a Desired State 00:30:00 Chunking Information 00:15:00 Understanding Persuasion 00:30:00 Preparing to Persuade 00:30:00 Getting Off on the Right Foot 00:30:00 Presentation Strategies 00:15:00 Using Stories to Persuade 00:15:00 Using Neuro Linguistic Programming 00:30:00 Module 02 What is Child Psychology? 00:15:00 Defining Children and Childhood 00:15:00 Child Development Theories 01:00:00 Genetics 00:15:00 Cognitive Development 00:30:00 Physical Development 00:15:00 Social and Emotional Development 00:15:00 Attachment 00:15:00 Language Development & Communication 00:30:00 Brain Development & Emotional Intelligence 00:15:00 Self Esteem & Confidence 00:15:00 Gender Roles and Gender Differences 00:30:00 Learning Disability 01:00:00 Behavioral Disorders 00:30:00 High Intelligence & School Psychology 00:15:00 Phases of Grief 00:30:00 Nutrition and Child Development 00:30:00 Developing into Adulthood 00:30:00 Mock Exam Mock Exam- Diploma in Psychology 00:30:00 Final Exam Final Exam- Diploma in Psychology 00:30:00

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis comes with accredited certification, 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 Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis 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 Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 19 sections • 99 lectures • 00:08:00 total length •Welcome & Course Overview: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:37:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method ..: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00 •Resources- Python for Data Analysis: 00:00:00