24121 Courses delivered On Demand

Free Level 5 QLS Endorsed Certificate | CPD & IAO Accredited | Installment Payment | 150 CPD Points | Lifetime Access

Level 7 QLS Endorsed Course with FREE Certificate | CPD & CiQ Accredited | 180 CPD Points | Lifetime Access

Level 7 QLS Endorsed Course with FREE Certificate | CPD & CiQ Accredited | 180 CPD Points | Lifetime Access

Level 7 QLS Endorsed Course with FREE Certificate | CPD & CiQ Accredited | 180 CPD Points | Lifetime Access

This course is designed for beginners, although we will go deep gradually, and is a highly focused course designed to master your Python skills in probability and statistics, which covers the major part of machine learning or data science-related career opportunities.

24-Hour Knowledge Knockdown! Prices Reduced Like Never Before Have you ever considered a career in renewable energy? The UK is a leader in solar energy, with capacity having grown by a record 26% in 2022 alone! Are you interested in becoming part of this exciting and sustainable field? This course bundle provides a comprehensive introduction to renewable energy, with a specific focus on solar power. This Renewable Energy Bundle will equip you with the knowledge and skills to kickstart your career in this growing sector. You'll gain insights into various renewable energy sources, with a deep dive into solar energy technologies, including solar panel installation and maintenance. The bundle also covers broader environmental topics like water treatment and carbon literacy, making you a well-rounded renewable energy professional. With a single payment, you will gain access to Renewable Energy course, including 10 premium courses, a QLS Endorsed Hardcopy certificate (for the title course) and 11 PDF certificates for Absolutely free. This Renewable Energy Package includes: Main Course: Diploma in Sustainable Energy at QLS Level 4 10 Additional CPDQS Accredited Premium Courses: Course 01: Diploma in Renewable Energy Course 02: Renewable Energy: Solar Course 03: Renewables Energy Consultant Course 04: Diploma in Water Treatment Course 05: Oil and Gas Industry Course 06: Carbon Literacy Knowledge Course Course 07: Diploma in Water Treatment Course 08: Environment Management Course 09: Environmental Health Course 10: Environmental Law Whether you're looking to launch a career in the renewable energy sector, want to reduce your reliance on traditional energy sources, or simply want to be a more informed citizen, this course offers valuable insights. Embrace the power of the sun and enrol today! Learning Outcomes of Renewable Energy Understand the core principles of solar energy and its role in renewable energy production. Gain insights into solar panel technology, including design, installation, and maintenance. Explore the various applications of solar energy in residential and commercial settings. Analyze the environmental benefits of solar energy compared to traditional energy sources. Evaluate the economic feasibility of solar energy solutions. Develop the skills to become a valuable asset in the renewable energy industry. Why Choose Us? Get a Free QLS Endorsed Certificate upon completion of Renewable Energy Get a free student ID card with Renewable Energy Training program (£10 postal charge will be applicable for international delivery) The Renewable Energy is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Get Lifetime access to the Renewable Energy course materials The Renewable Energy comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Main Course: Diploma in Sustainable Energy at QLS Level 4 Module 01: An Introduction to Sustainable Energy Module 02: Solar Energy: Thermal Module 03: Solar Energy: Photovoltaics Module 04: Wind Energy Module 05: Bioenergy Module 06: Geothermal Energy Module 07: Tidal Energy Module 08: Environmental Impacts: A Global and Regional Assessment Module 09: Renewable Energy and Sustainable Development Module 10: The Future of Renewable Energy in the UK into the 2020s and Beyond Course 01: Diploma in Renewable Energy History of Energy Consumption Non-Renewable Energy Basics of Sustainable Energy Fuel Cell Solar Energy Wind Energy Ocean Energy Geothermal Energy Application of Renewable Energy Being Environment-Friendly Course 02: Renewable Energy: Solar Unit 1- Basics Of Solar Energy System Unit 2- Batteries In PV System Unit 3- Components And Design Of Off Grid Solar Energy System Unit 4- Designing Of ON Grid Solar Energy System Unit 5- Design Of PV System Using PVSyst Programme Unit 6- Solar Water Pumping System Unit 7- Protection Of PV System Unit 8- Design Using Excel Sheet Unit 9- Single Line Diagram Of PV System Unit 10- MATLAB And ETAP PV Simulation =========>>>>> And 8 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your QLS Endorsed Certificates and CPD Accredited Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*11 = £143) QLS Endorsed Hard Copy Certificate: Free (For The Title Course: Previously it was £99) CPD 255 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Beginners in renewables Energy enthusiasts Homeowners considering solar Professionals seeking career change Requirements You will not need any prior background or expertise to enrol in this bundle. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Solar panel installer Renewables consultant Environmental manager Sustainability advisor Energy auditor Policy specialist Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. Diploma in Sustainable Energy at QLS Level 4 Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee.

24-Hour Knowledge Knockdown! Prices Reduced Like Never Before Have you ever considered a career in the healthcare industry? If you're organised, efficient, and have a passion for helping others, then a career as a medical secretary could be the perfect fit for you. The role of a Medical Secretary is pivotal in the smooth operation of medical facilities across the UK. In fact, the NHS is currently recruiting over 10,000 medical secretaries to join its workforce. This Medical Secretary course covers the role of the Medical Secretary role, including schedule organisation, meticulous medical record maintenance, filing systems, confidentiality, stock control, medical terminology, workplace safety, information technology, and legal and ethical considerations. If you're looking for a challenging and rewarding career in the healthcare industry, then this medical secretary course is the perfect place to start. This Medical Secretary at QLS Level 5 course is endorsed by The Quality Licence Scheme and accredited by CPD QS (with 150 CPD points) to make your skill development & career progression more accessible than ever! With a single payment, you will gain access to Medical Secretary course, including 10 premium courses, a QLS Endorsed Hardcopy certificate (for the title course) and 11 PDF certificates for Absolutely free. This Bundle Package includes: Course 01: Diploma in Medical Secretary at QLS Level 5 10 Additional CPD Accredited Premium Courses related to Medical Secretary: Course 02: Medication Administration Level 4 Course 03: Medical Transcription Course 04: GDPR in Healthcare Course 05: Consent in Healthcare Course 06: Document Control Course 07: Touch Typing Essentials Course 08: Phone-Based Customer Service Course 09: Level 2 Microsoft Office Essentials Course 10: Personal Hygiene Course 11: First Aid at Work Invest in your future and take the first step towards a rewarding role within the NHS or private medical practices. Learning Outcomes of Medical Secretary Gain proficiency in organising schedules for healthcare professionals effectively. Acquire skills to maintain comprehensive and up-to-date medical records. Develop specialised filing systems tailored for medical office environments. Uphold high standards of confidentiality within a medical setting. Expand knowledge on medical jargon and essential terminology usage. Why Choose Us? Get a Free QLS Endorsed Certificate upon completion of Medical Secretary Get a free student ID card with Medical Secretary Training program (£10 postal charge will be applicable for international delivery) The Medical Secretary is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Get Lifetime access to the Medical Secretary course materials The Medical Secretary comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Course 01: Diploma in Medical Secretary at QLS Level 5 Introduction to Medical Secretary Course Organise Schedules as a Medical Secretary Maintaining Medical Records as a Medical Secretary Effective Filing Systems in Medical Offices Confidentiality in a Medical Environment Controlling Stocks and Supplies as a Medical Secretary Medical Jargon and Terminology Maintaining Workplace Safety Information Technology in Health Care Legal aspects and Ethics Course 02: Medication Administration Level 4 Module 01: Medicine Management Fundamentals Module 02: Importance Of Medicine Management Module 03: Prescribing Medication Effectively Module 04: Common Problems - Pharmacological Management Module 05: Common Medicines To Use Module 06: Palliative Care Module 07: The Four Principles Of Medicine Optimisation Module 08: Managing Medication In Residential Aged Care Facilities (RACFs) Module 09: Law And Legislation Course 03: Medical Transcription Module 01: Introduction To Medical Transcription Module 02: The What, How, Who And Why Of Medical Transcription Module 03: Understanding Medical Reports Module 04: Medical Language Boot Camp Module 05: Formatting: The Basics Module 06: Data Protection =========>>>>> And 8 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your QLS Endorsed Certificates and CPD Accredited Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*11 = £143) QLS Endorsed Hard Copy Certificate: Free (For The Title Course: Previously it was £119) CPD 255 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. Requirements You will not need any prior background or expertise to enrol in this bundle. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Medical Secretary Administrative Assistant Office Manager Records Supervisor Health Coordinator Clinic Administrator Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. Diploma in Medical Secretary at QLS Level 5 Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee.

11-in-1 Exclusive Bundle | CPD QS Certified | 120 CPD Points | Gifts: Hardcopy + PDF Certificate | Lifetime Access | Enrol Now

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 Paediatric Training for Teachers 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. Learn how to identify life-threatening conditions like anaphylaxis shock occurrence, and comfort a child using multiple prevention techniques by enrolling in our exclusively designed Paediatric Training for Teachers course. This course is fully packed with the elementary skills you need to stabilise a patient in an emergency and save lives in critical situations with some simple techniques learnt from this course. The course provides an in-depth knowledge of dealing with child and infant trauma. After completion, you will be far more capable of administering the right procedure in the case of child choking, asthma attack, burns and scalds, allergic reaction, and much more. Get certified to ensure peace of mind for both the families you work for and yourself. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Paediatric Training for Teachers 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. Paediatric Training for Teachers 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 Paediatric Training for Teachers 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 Training: 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 Training? Course 1: Safeguarding Children Level 3 Course 2: Childcare Level 3 Course 3: EYFS Teaching - Level 3 Course 4: Understanding Autism Awareness and Diagnosis Level 2 Course 5: Child Psychology Course 6: Domestic Violence and Abuse Awareness - Level 2 Course 7: Play Therapy Course 8: Neuropsychology and Development of Children Course 9: Personal Hygiene Course 10: Coronavirus (COVID-19) Awareness Curriculum Course 1: Paediatric First Aid for Teachers Module 01: Introduction to Paediatric First Aid Module 02: Assessment and Assistance Module 03: Loss of Responsiveness and CPR Module 04: Paediatric First Aid for Common Illnesses, Injuries and Incidents Module 05: First Aid for Acute Medical Conditions Module 06: Call for an Emergency Course 2: Safeguarding Children Level 3 Module 01: Laws and Guidance Module 02: Social and Emotional Development Module 03: Personality and Intellectual Development of Children Module 04: Child Abuse Module 05: Sexual Abuse Module 06: The Impact of Domestic Violence and Abuse on Children Module 07: Risks and Risk Assessment Module 08: Responding to Disclosure and Reporting Module 09: Things to Do after Referral Module 10: Safeguarding Trafficked Children Module 11: Infant Mental Health and Early Attachment Module 12: Assessing Need and Providing Early Help Course 3: 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 Course 4: 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 5: 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 6: Child Psychology Module 01: Introduction to Child Psychology Module 02: Attachment and Relationship Building in Childhood Module 03: Impacts of Separation and Loss on Attachment Module 04: Factors That Influence Development Module 05: Cognitive Development Module 06: Social and Emotional Development Module 07: Personality and Intellectual Development of Children Module 08: Stages of Language Development Module 09: Understanding Moral Development Module 10: Play, Imagination, and Creativity Module 11: Problems of Infancy Module 12: Problems of Childhood Module 13: Problems of Adolescence Course 7: Domestic Violence and Abuse Awareness - Level 2 Module 01: Introduction to Domestic Violence & Abuse Module 02: The Components of Domestic Violence Module 03: The Impact of Domestic Violence on Victims Module 04: The Impact of Domestic Violence and Abuse on Children Module 05: Assessing the Risks of Domestic Violence and Abuses on Children Module 06: Supporting the Victim and Reporting Incidents Module 07: Record Keeping Course 8: 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 9: 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 10: Personal Hygiene Module 01: Introduction to Personal Hygiene and a Brief History Module 02: Looking Clean, Smelling Clean Module 03: Improving and Maintaining Oral Health Module 04: Care of the Eyes Module 05: Ear Care Secrets Module 06: Foot & Nail Care in Personal Hygiene Module 07: Hair Care Hygienic Ways Module 08: Hygienic Approach to Skin Care Module 09: Maintain Good Toilet Hygiene Module 10: Potential Hygiene Guidelines Module 11: Personal Hygiene During Coronavirus Pandemic Course 11: Coronavirus (COVID-19) Awareness Introduction to COVID-19 Understanding of Covid-19 as a Pandemic and How It Is Related to Zoonotic Diseases Like SARS and MERS The Strike of Pandemic Around the World and Great Britain Effects of Covid-19 on Human Life Diagnosis and Treatment Preventions and Social Measures to Be Taken Artificial Intelligence, Data Science and Technological Solutions against Covid-19 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 Paediatric Training for Teachers. It is available to all students, of all academic backgrounds. Requirements Our Paediatric Training for Teachers 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 these various 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

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