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***24 Hour Limited Time Flash Sale*** EYFS Comprehensive Teaching Guide Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Are you a professional feeling stuck in your career, struggling to keep up with the ever-changing demands of the industry? Or perhaps you're a beginner, unsure of where to start or how to break into your desired field. Whichever stage you're in, our exclusive EYFS Comprehensive Teaching Guide Bundle provides unique insights and tools that can help you achieve your goals. Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our EYFS Comprehensive Teaching Guide bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. Whether you're looking to advance in your current role or embark on a new career journey, this bundle has everything you need to take your professional life to the next level. But that's not all. When you enrol in EYFS Comprehensive Teaching Guide Online Training, you'll receive 30 CPD-Accredited PDF Certificates, Hard Copy Certificates, and our exclusive student ID card, all absolutely free. Courses Are Included In this EYFS Comprehensive Teaching Guide Career Bundle: Course 01: Early Years Foundation Stage (EYFS) Course 02: Executive Functions in Child Development Course 03: The Whole Brain Learning Approach in Child Development Course 04: Neuropsychology & Development of Children Course 05: Child Psychology Course 06: Child and Adolescent Counselling Course 07: Positive Behaviour in Children and Youth Course 08: Child Behaviour Course 09: Child Neglect Awareness Course 10: Neuroscience of Learning Course 11: Level 2 in Understanding Specific Learning Difficulties Course 12: Learning Disability Awareness Course 13: Special Education Needs (SEN) Teaching Course 14: Dyslexia Awareness Training Course 15: Speech & Language Therapy for Children Course 16: Autism and developmental Disorders Course 17: ADHD Awareness Training Course 18: Safeguarding Children Course Course 19: Cognitive Behavioural Therapy (CBT) Practitioner Certificate Course Course 20: Compassion Focused Therapy Course 21: Online Depression Management Course 22: Diploma in Play Therapy Course 23: Art Therapy Diploma Course 24: Mental Health and Psychiatry Training Course 25: Psychotherapy Course 26: Youth Work Diploma Course 27: Teaching Assistant Course 28: Phonics Teaching Certificate Course 29: Remote Teaching Course 30: Communication Skills With EYFS Comprehensive Teaching Guide, you'll embark on an immersive learning experience that combines interactive lessons with voice-over audio, ensuring that you can learn from anywhere in the world, at your own pace. And with 24/7 tutor support, you'll never feel alone in your journey, whether you're a seasoned professional or a beginner. Don't let this opportunity pass you by. Enrol in EYFS Comprehensive Teaching Guide today and take the first step towards achieving your goals and dreams. Why buy this EYFS Comprehensive Teaching Guide? Free CPD Accredited Certificate upon completion of EYFS Comprehensive Teaching Guide Get a free student ID card with EYFS Comprehensive Teaching Guide Lifetime access to the EYFS Comprehensive Teaching Guide course materials Get instant access to this EYFS Comprehensive Teaching Guide course Learn EYFS Comprehensive Teaching Guide from anywhere in the world 24/7 tutor support with the EYFS Comprehensive Teaching Guide course. Start your learning journey straightaway with our EYFS Comprehensive Teaching Guide Training! EYFS Comprehensive Teaching Guide premium bundle consists of 30 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of the EYFS Comprehensive Teaching Guide is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience. Certification You have to complete the assignment given at the end of the EYFS Comprehensive Teaching Guide course. After passing the EYFS Comprehensive Teaching Guide exam You will be entitled to claim a PDF & Hardcopy certificate accredited by CPD Quality standards completely free. CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This EYFS Comprehensive Teaching Guide course is ideal for: Students seeking mastery in EYFS Comprehensive Teaching Guide Professionals seeking to enhance EYFS Comprehensive Teaching Guide skills Individuals looking for a EYFS Comprehensive Teaching Guide-related career. Anyone passionate about EYFS Comprehensive Teaching Guide Requirements This EYFS Comprehensive Teaching Guide doesn't require prior experience and is suitable for diverse learners. Career path This EYFS Comprehensive Teaching Guide bundle will allow you to kickstart or take your career in the related sector to the next stage. Certificates CPD Accredited Digital Certificate Digital certificate - Included CPD Accredited Hard Copy Certificate Hard copy certificate - Included If you are an international student, you will be required to pay an additional fee of 10 GBP for international delivery, and 4.99 GBP for delivery within the UK, for each certificate

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Learning Disability Awareness | SENCO Training | Dyslexia | SEN Teaching | Play Therapy | Understanding Autism Awareness and Diagnosis | Neuropsychology and Development of Children | Speech Therapy | EYFS Teaching | Childcare and much more With a single payment you will gain access to Learning Disability Awareness including 10 premium courses, original hardcopy certificate, transcript and a student ID card Absolutely FREE. As a dedicated Caregiver, you will need the skills and confidence to assist those with special needs, which can be learnt right here. This valuable course is specifically designed to give people like you the absolute best advice when caring for individuals with learning disabilities. This course has been written with the assistance of industry experts, complete with tried and tested practices. You will be taught how to engage with patients and clients who possess mild to severe disabilities. The tuition includes overviews of Cerebral Palsy, Asperger's syndrome, Down's syndrome, and many more common conditions you may encounter. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. This Learning Disability Awareness Bundle Consists of the following Premium courses: Course 01: Learning Disability Awareness Course 02: SENCO Training with 6 CPD Courses Course 03: Dyslexia Awareness Course Course 04: SEN Teaching Diploma Course 05: Play Therapy Course 06: Understanding Autism Awareness and Diagnosis Level 2 Course 07: Neuropsychology and Development of Children Course 08: Speech Therapy Level 3 Course 09: EYFS Teaching - Level 3 Course 10: Phonics Teaching Diploma Level 3 Course 11: Childcare Level 3 Learning Disability Awareness will provide you with the CPD certificate that you'll need to succeed. Gain experience online and interact with experts. This can prove to be the perfect way to get noticed by a prospective employer and stand out from the crowd. Learning Disability Awareness has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take Learning Disability Awareness is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Benefits you'll get choosing Apex Learning for this Learning Disability Awareness: One payment, but lifetime access to 11 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Gain valuable knowledge without leaving your home Curriculum Course 01: Learning Disability Awareness Module 01: Learning Disability and Mental Health Module 02: Learning Disability Nursing Module 03: Psychosocial Interventions Module 04: Psychodynamic Approaches Module 05: Learning Disability Nursing Throughout the Lifespan Module 06: Role of the Learning Disability Nurse in Promoting Health and Well-Being Module 07: Care Planning in Mental Health Settings Module 08: Nursing Models and Behavioural Interventions And Much More..... Course 02: SENCO Training with 6 CPD Courses Module 01: Introduction to SENCO Training Module 02: Statutory and Regulatory Context for SEN Module 03: Principles and Practice of Leadership in Different Contexts Module 04: How SEN and Disabilities Affect Pupils' Participation and Learning Module 05: Strategies for Improving the Performance of the Pupils with SEN Module 06: Whole-school Planning and Organisation Module 07: Assessment Module 08: Teamwork for SEN: Roles and Functions Module 09: Planning for Individual Students with SEN Module 10: Teaching and Learning in the Inclusive School Course 03: Dyslexia Awareness Course Module 01: Introduction to Dyslexia Module 02: Dyslexia and Learning Difficulties Module 03: Dyslexia in the School Module 04: Cognitive Approaches in Dyslexia Module 05: The Legal Rights of Dyslexics Course 04: SEN Teaching Diploma Module 01: Special Education Needs (SEN) An Overview Module 02: SEN Support Module 03: High Quality Teaching for Pupils with SEN Module 04: SEN Teaching Methodologies Module 05: Communication and Interaction Module 06: Cognition and Learning Module 07: Social, Emotional and Mental Health Difficulties Module 08: Sensory or Physical Needs Module 09: Working in Partnership Course 05: Play Therapy Module 01: What is Play Therapy Module 02: Advantages and Outcomes of Play Therapy Module 03: Models and Approaches of Play Therapy Module 04: The Play Settings: Therapist, Abused Child and Materials Module 05: Typical Issues in Play Therapy Module 06: Play Therapy for Sexually and Emotionally Abused Children Module 07: Play Therapy for Children Who are Homeless Module 08: Play Interventions for Disaster Mental Health Module 09: Case Studies and Recent Trends in Play Therapy Course 06: Understanding Autism Awareness and Diagnosis Level 2 Module 1: Autism Spectrum Disorder (ASD) Module 2: Learning Difficulties Related to Autism Module 3. Autism Diagnosis Module 4. Cognitive Approaches in Autism Module 5. Dealing with Autistic Individuals Module 6. Other Considerations for Dealing with Autistic Individuals Module 7. Engagement in Autism Awareness Course 07: Neuropsychology and Development of Children The Theory of Psycho-social Development Serve & Return Practical Tips For Serve & Return Fuzzy Trace Theory - Explains and Predicts Adolescent Risk Taking Adolescent Risk Taking and the Prefrontal Cortex Operant Conditioning - How Reinforcement Works and How it can help you The Danger of Unearned Rewards (Habituation and Expectations) Influencing behavior through linguistic cuing Does violent media lead to aggressive kids? Parenting Styles Culture and seeing world How childhood experience (ie violence) can result in choosing abusive partners A Highly Regimented Life is a Very Stressful Life Heritable vs. Inherited Hormones and Development Course 08: Speech Therapy Level 3 Module 01: An Overview of Speech Therapy Module 02: The Science of Speech Module 03: The Anatomy of Speech Module 04: Characteristic of Speech: Linguistic Discipline Module 05: Literacy and Language Development Module 06: Child Speech & Language Disorders Module 07: Adult Speech & Language Disorders Module 08: How to Help a Child with SL Difficulties Course 09: EYFS Teaching - Level 3 Module 01: Introduction to EYFS Module 02: Importance of Early Years in Development Module 03: EYFS Teaching Techniques Module 04: Working as an EYFS Teacher Module 05: Promoting Learning and Development Module 06: Children Having Special Education Needs or Disabilities Module 07: Parents' Guide to the Early Years Foundation Stage Module 08: Welfare Requirements Module 09: The EYFS Educational Philosophies and Privileges Module 10: Registration, Inspection, and Quality Improvement Module 11: EYFS Framework in 2021 Course 10: Phonics Teaching Diploma Level 3 Module 01: Introduction to Phonics Education Module 02: Role of Early Phonics Teaching Module 03: Career as Phonics Teacher Module 04: Teaching Phonics Module 05: Jolly Phonics Module 06: Involving Parents and Carers Module 07: Speaking and Phonological Awareness Module 08: Systematic Assessment and Record Keeping Module 09: Meeting Individual Needs Module 10: Cognitive Approaches in Dyslexia Module 11: Phonics for Deaf Children Module 12: Teaching Higher Level of Phonics Course 11: Childcare Level 3 Module 1: Understanding Child Development Module 2: Caring for Children Module 3: Healthy Food, Healthy living Module 4: Keeping Children Healthy & Safe Module 5: Child Protection Module 6: Play, Imagination and Creativity Module 7: Early Years Provision Module 8: Children with Special Needs How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? There is no experience or previous qualifications required for enrolment on this Learning Disability Awareness. It is available to all students, of all academic backgrounds. Please note: This course doesn't entitle you to practice as a professional in this specific field. Rather, this course will assist you in understanding the fundamentals so that you can improve your knowledge in the relevant field. Requirements Our Learning Disability Awareness is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 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 this CPD certificate 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. Certificates Certificate of completion Digital certificate - Included

In the United Kingdom, Social Housing Managers are in high demand asthere are 4.2 million people in need of a social home across the country.Therefore, anyone interested in social housing or those who already work for government agencies, non-governmental organisations, or housing authorities should take this package. This social housing management course illustrates the functions of a social housing manager or officer. By enrolling in this course, you will be able to manage housing and lodging services on behalf of housing associations, corporations, local governments, or charities. You will also understand the relevance of various housing aids and rental help for well-rounded growth. Moreover, this bundle teaches you how to provide clients with social and affordable housing, various housing supports, and rental assistance. Several factors include economic factors, social factors, and legal requirements. As a result, a social housing manager who works for government agencies, nonprofit organisations, relevant agencies, or other related agencies needs to be familiar with the prevailing theories, current problems, and contentious issues you encounter while managing the social housing service in the area. The premium bundle will cover all the theoretical and practical aspects of managing and offering various house services. Along with this Social Housing Management course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. This Bundle Consists of the following Premium courses: Course 01: Social Housing and Tenant Management Level 2 Course 02: Property & Estate Agent Course 03: Property Law and Legislation Course 04: Understanding Wills and Probate Laws - Level 2 Course 05: Accounting and Bookkeeping Level 2 Course 06: Public Speaking and Presentation Skill Course Course 07: Sales: Psychology of Customers Course 08: Level 3 Tax Accounting Course 09: Customer Relationship Management Course 10: Decision Making and Critical Thinking Course 11: Time Management Skills will be developed Students will learn the necessity of social housing Learners will understand the maintenance, safety, and security of social housing Learn how to select and manage tenants Get to know about managing rental income and arrears Know how to deal with anti-social behaviour Familiarise with the application procedure of social housing management Learn about the career prospects of social housing manager Get to know how to maintain customer relationship Learn the basics of Property & Estate Agent Opportunity to learn the psychology of tenants So, enrol now to advance your career! Benefits you'll get choosing Apex Learning for this Social Housing Management: One payment, but lifetime access to 11 CPD courses Certificate, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. The most efficient way to illustrate the duties of a housing manager or officer is through this bundle in social housing management. Students who enrol in this course learn how to maintain housing and services related to accommodation on behalf of housing associations such as private sector companies, local governments, or charities. Additionally, they know the value of various housing supports and rental assistance for well-rounded development from tenant selection to anti-social behaviours. Curriculum of the Bundle Course 01: Social Housing and Tenant Management Level 2 Introduction Tenant Selection and Tenant Management Managing Rental Income and Arrears Maintenance, Safety, and Security of Social Housing Resident Involvement in Social Housing Dealing with Anti-Social Behaviours Career Prospects of Social Housing Manager Course 02: Property & Estate Agent Module 01 - Estate Agent: An Introduction Module 02 - Different Types of Estate Agents Module 03 - Getting Started on the Job Module 04 - Listing Property: Finding the Sellers Module 05 - Valuation Process Module 06 - Negotiating as Estate Agent Module 07 - Selling Property: Finding the Buyers Module 08 - Letting Property Module 09 - Technology for Estate Agents Module 10 - Regulation of Estate Agents Course 03: Property Law and Legislation Module 01: Introduction to Property Law Module 02: Land Law Principles- Rights and Interests Module 03: Registered and Unregistered Land Module 04: Ownership and Possession of the Property Module 05: Co-Ownership in Property Module 06: Leases and Bailment Module 07: Property Law: License Module 08: The Mortgage Law Module 09: Insurance for Property Maintenance Module 10: Proprietary Estoppel (Property Rights) Module 11: Security Interests in Property Course 04: Understanding Wills and Probate Laws - Level 2 Module 01: An Introduction to Estate and Wills Module 02: Making a Will Module 03: Trusts and Dispositions Module 04: Intestacy Module 05: Probate Module 06: Correcting Errors in a Will Module 07: Revocation of Wills Module 08: Power of Attorney Course 05: Accounting and Bookkeeping Level 2 Introduction to the course Introduction to Bookkeeping Bookkeeping systems Basics of Bookkeeping The functionality of bookkeeping On a personal note Course 06: Public Speaking and Presentation Skill Course Introduction QUICK UNLEARNING Before Starting this "SKILL" IS THIS HAPPENED WITH YOU???? Impressive Methods of Hooking Audience, even before your Speech or Presentation 6 Highly Impressive Methods of Starting any Speech or Presentation!! Body Language: 6 Methods for Impressive Body Language for Speech or Presentation Vocal Variety: 3 Methods (VST) for POWERFUL Vocal Variety Effective Methods of Ending Any Speech or Presentation Course 07: Sales: Psychology of Customers Introduction Introducing A.S.K - concentrating on 'A' for ATTRACT. Section 3 The 'S' of A.S.K. - SERVING Section 4 The K of A.S.K Section 5 ...And lastly... Course 05: Level 3 Tax Accounting Module 01: Tax System and Administration in the UK Module 02: Tax on Individuals Module 03: National Insurance Module 04: How to Submit a Self-Assessment Tax Return Module 05: Fundamentals of Income Tax Module 06: Payee, Payroll and Wages Module 07: Value Added Tax Module 08: Corporation Tax Module 09: Double Entry Accounting Module 10: Management Accounting and Financial Analysis Module 11: Career as a Tax Accountant in the UK Course 06: Customer Relationship Management Module 01: Introduction to Customer Relationship Management (CRM) Module 02: CRM Fundamentals Module 03: CRM Strategies CRM Strategies Module 04: Data Analysis in CRM Module 05: CRM Databases Module 06: Deepening Customer Relationship Module 07: Handling Customer Complaints Module 08: Future of CRM Course 07: Decision Making and Critical Thinking Module 01: Introduction to Critical Thinking Module 02: Critical Thinking and the Judgment of Claims Module 03: Benefits and Barriers of Critical Thinking Module 04: Importance of Critical Thinking Module 05: Recognising a Critical Thinker Module 06: What Are the Critical Thinking Steps? Module 07: Critical Thinking Strategies Module 08: Problem-Solving Through Critical Thinking Module 09: Decision Making with Critical Thinking Course 08: Time Management Identifying Goals Effective Energy Distribution Working with Your Personal Style Building Your Toolbox Establishing Your Action Plan CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? No formal entry requirements for Social Housing Management exist so anyone can apply. The only requirements are a desire to learn, proficiency in the English language, and the age of at least 16. Recent graduates Social housing manager Individuals who intend to enhance their knowledge of housing management Requirements Our Social Housing Management 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 Housing officers look after properties that local governments and housing cooperatives have rented, The average starting salary of a housing manager is approximately £21,000 to £35,000 per year. Housing officer Social housing manager Resident involvement officer Supported housing worker Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Social Housing and Tenant Management Level 2) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now With a single payment you will gain access to Data Science Course Bundle 2022 including 10 Career development courses, original hardcopy certificate, transcript and a student ID card which will allow you to get discounts on things like music, food, travel and clothes etc. The world is one big data bank, and data science is one of the most demanding professional sectors of the present era. The analytical and programming-oriented field of data science has limited resources for candidates to learn and develop skills, which is why you need our highly advanced [course_title] course.With step-by-step interactive video content, our training will equip you with extensive knowledge and expertise in data science, including machine learning. This bundle course offers an opportunity to foster your career opportunities with an expert-level understanding of data science and become skilful in this industry. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Data Science Course Bundle 2022 will provide you with the CPD certificate that you'll need to succeed. Gain experience online and interact with experts. This can prove to be the perfect way to get noticed by a prospective employer and stand out from the crowd. Data Science Course Bundle 2022 has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take Data Science Course Bundle 2022 is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Benefits you'll get choosing Apex Learning for this Course: One payment, but lifetime access to 11 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Gain valuable knowledge without leaving your home What other courses are included with this Course? Level 2 Microsoft Office Essentials Microsoft Teams Leadership & Management Diploma Working from Home Essentials Mental Health and Working from Home Online Meeting Management Effective Communication Skills Time Management Report Writing Emotional Intelligence and Human Behaviour Curriculum ***Data Science Course Bundle 2022*** Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview Set-up the Environment for the Course (lecture 1) Set-up the Environment for the Course (lecture 2) Two other options to setup environment Python Essentials Python data types Part 1 Python Data Types Part 2 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) Python Essentials Exercises Overview Python Essentials Exercises Solutions Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. NumPy arrays, built-in methods, array methods and attributes. Indexing, slicing, broadcasting & boolean masking Arithmetic Operations & Universal Functions Exercises Overview Exercises Solutions Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. Pandas Introduction Pandas Data Structures - Series Pandas Data Structures - DataFrame Handling Missing Data Data Wrangling - Combining, merging, joining Groupby Useful Methods and Operations Project 1 (Overview) Customer Purchases Data Project 1 (Solutions) Customer Purchases Data Project 2 (Overview) Chicago Payroll Data Project 2 (Solutions Part 1) Chicago Payroll Data Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach Matplotlib Essentials - Exercises Overview Matplotlib Essentials - Exercises Solutions Python for Data Visualization using Seaborn Introduction & Installation Distribution Plots Categorical Plots (Part 1) Categorical Plots (Part 2) Axis Grids Matrix Plots Regression Plots Controlling Figure Aesthetics Exercises Overview Exercise Solutions Python for Data Visualization using pandas Pandas Built-in Data Visualization Pandas Data Visualization Exercises Overview Panda Data Visualization Exercises Solutions Python for interactive & geographical plotting using Plotly and Cufflinks Interactive & Geographical Plotting (Part 1) Interactive & Geographical Plotting (Part 2) Interactive & Geographical Plotting Exercises (Overview) Interactive & Geographical Plotting Exercises (Solutions) Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types….. Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff Linear Regression Model - Hands-on (Part 1) Linear Regression Model Hands-on (Part 2) Good to know! How to save and load your trained Machine Learning Model! Linear Regression Model (Insurance Data Project Overview) Linear Regression Model (Insurance Data Project Solutions) Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificity…etc. Logistic Regression Model - Hands-on (Part 1) Logistic Regression Model - Hands-on (Part 2) Logistic Regression Model - Hands-on (Part 3) Logistic Regression Model - Hands-on (Project Overview) Logistic Regression Model - Hands-on (Project Solutions) Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality …. K Nearest Neighbors - Hands-on K Nearest Neighbors (Project Overview) K Nearest Neighbors (Project Solutions) Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging…. Decision Tree and Random Forests - Hands-on (Part 1) Decision Tree and Random Forests (Project Overview) Decision Tree and Random Forests (Project Solutions) Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) Support Vector Machines - Hands-on (SVMs) Support Vector Machines (Project 1 Overview) Support Vector Machines (Project 1 Solutions) Support Vector Machines (Optional Project 2 - Overview) Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method ….. K Means Clustering - Hands-on K Means Clustering (Project Overview) K Means Clustering (Project Solutions) Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) Principal Component Analysis (PCA) - Hands-on Principal Component Analysis (PCA) - (Project Overview) Principal Component Analysis (PCA) - (Project Solutions) Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance Python for Recommender Systems - Hands-on (Part 1) Python for Recommender Systems - - Hands-on (Part 2) Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) NLP-Challenges, Data Sources, Data Processing ….. Feature Engineering and Text Preprocessing in Natural Language Processing NLP - Tokenization, Text Normalization, Vectorization, BoW…. BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes … Pipeline feature to assemble several steps for cross-validation… How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. CPD 20 CPD hours / points Accredited by CPD Quality Standards Who is this course for? There is no experience or previous qualifications required for enrolment on this Data Science Course Bundle 2022. It is available to all students, of all academic backgrounds. Requirements Our Data Science Course Bundle 2022 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 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 this CPD certificate 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. Certificates Certificate of completion Digital certificate - Included

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access