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Loops, list comprehension, functions, lambda expressions, maps, and filters should all be taught. Learn about the numpy. Indexing, slicing, broadcasting, and boolean masking are all covered in our Complete Data Science course. Recognise arithmetic and universal functions. Discover everything there is to know about pandas. Learn how to use Python to become an expert in data analysis and visualisation. Learning Outcomes of Data Science Develop a comprehensive understanding of the data science lifecycle. Master data analysis techniques and Python programming for data manipulation. Gain proficiency in information management and data organization strategies. Understand data protection regulations, including GDPR, and their implications. Learn to build robust data-driven applications and predictive models. Enhance data visualization skills for effective communication of insights. Invest in your future by enrolling today and gain a competitive edge in the rapidly evolving field of data science. Why Choose Our Data Science bund;e? Get a Free CPD Accredited Certificate upon completion of Data Science Get a free student ID card with Data Science Training The Data Science is affordable and simple to understand Lifetime access to the Data Science course materials The Data Science comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Course 01: Complete Data Science Welcome, Course Introduction & overview, and Environment set-up Python Essentials Python for Data Analysis using NumPy Python for Data Analysis using Pandas Python for Data Visualization using matplotlib Python for Data Visualization using Seaborn Python for Data Visualization using pandas Python for interactive & geographical plotting using Plotly and Cufflinks Capstone Project - Python for Data Analysis & Visualization Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Python for Machine Learning - scikit-learn - Logistic Regression Model Python for Machine Learning - scikit-learn - K Nearest Neighbors Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Python for Machine Learning - scikit-learn - Support Vector Machines (SVMs) Python for Machine Learning - scikit-learn - K Means Clustering Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Recommender Systems - (Additional Topic) Natural Language Processing (NLP) - NLTK - (Additional Topic) Course 02: Data Science with Python Unit 01: Introduction To Python Data Science Unit 02: Data Cleaning Packages Unit 03: Data Visualization Packages Course 03: Information Management Module 01: Introduction To Information Management Module 02: Information Management Strategy Module 03: Databases And Information Management Module 04: Management Information Systems (MIS) Module 05: Auditing Information Systems Module 06: Ethical And Social Issues And Data Protection Course 04: GDPR Data Protection Module 01: Basics Of GDPR Module 02: Principles Of GDPR Module 03: Legal Foundation For Processing Module 04: Rights Of Individuals Module 05: Accountability And Governance Module 06: Data Protection Officer Module 07: Security Of Data Module 08: Personal Data Breaches Module 09: International Data Transfers After The Brexit Module 10: Exemptions - Part One and much more... How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*4 = £51) CPD Hard Copy Certificate: £29.99 (Each) CPD 40 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Data Science bundle is suitable for everyone. This bundle is ideal for: Data scientist Data analyst-statistician CSE Students Interns App Developer Coders' Requirements You will not need any prior background or expertise to enrol in this Data Science bundle. Career path This Data Science Training bundle will allow you to kickstart or take your career in the related sector to the next stage. Data Analyst Data Scientist Business Analyst Marketing Analyst Data Engineer 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. CPD Accredited Hard Copy Certificate Hard copy certificate - £29 Please note that International students have to pay an additional £10 as a shipment fee.

This course takes you through all the important topics of data structure and algorithms from scratch. You will learn how to solve real-world problems with linked lists, stacks, queues, sorting algorithms, and a lot more using Python.

Master Deep Learning Heuristics with R! This course will teach you how to use Deep Learning Heuristics to solve complex problems in Agriculture, Cryptocurrencies, Energy Sector, and Financial Markets. With R, you will be able to develop and implement efficient and scalable solutions.

Duration 2 Days 12 CPD hours This course is intended for IBM SPSS Statistics users who want to familiarize themselves with the statistical capabilities of IBM SPSS StatisticsBase. Anyone who wants to refresh their knowledge and statistical experience. Overview Introduction to statistical analysis Describing individual variables Testing hypotheses Testing hypotheses on individual variables Testing on the relationship between categorical variables Testing on the difference between two group means Testing on differences between more than two group means Testing on the relationship between scale variables Predicting a scale variable: Regression Introduction to Bayesian statistics Overview of multivariate procedures This course provides an application-oriented introduction to the statistical component of IBM SPSS Statistics. Students will review several statistical techniques and discuss situations in which they would use each technique, how to set up the analysis, and how to interpret the results. This includes a broad range of techniques for exploring and summarizing data, as well as investigating and testing relationships. Students will gain an understanding of when and why to use these various techniques and how to apply them with confidence, interpret their output, and graphically display the results. Introduction to statistical analysis Identify the steps in the research process Identify measurement levels Describing individual variables Chart individual variables Summarize individual variables Identify the normal distributionIdentify standardized scores Testing hypotheses Principles of statistical testing One-sided versus two-sided testingType I, type II errors and power Testing hypotheses on individual variables Identify population parameters and sample statistics Examine the distribution of the sample mean Test a hypothesis on the population mean Construct confidence intervals Tests on a single variable Testing on the relationship between categorical variables Chart the relationship Describe the relationship Test the hypothesis of independence Assumptions Identify differences between the groups Measure the strength of the association Testing on the difference between two group meansChart the relationship Describe the relationship Test the hypothesis of two equal group means Assumptions Testing on differences between more than two group means Chart the relationship Describe the relationship Test the hypothesis of all group means being equal Assumptions Identify differences between the group means Testing on the relationship between scale variables Chart the relationship Describe the relationship Test the hypothesis of independence Assumptions Treatment of missing values Predicting a scale variable: Regression Explain linear regression Identify unstandardized and standardized coefficients Assess the fit Examine residuals Include 0-1 independent variables Include categorical independent variables Introduction to Bayesian statistics Bayesian statistics and classical test theory The Bayesian approach Evaluate a null hypothesis Overview of Bayesian procedures in IBM SPSS Statistics Overview of multivariate procedures Overview of supervised models Overview of models to create natural groupings

Buy Big. Save Big! Offer Ends Soon, Hurry Up!! Get FREE 1 QLS Endorsed Certificate Course with 10 Additional CPD Accredited Bundle Courses In A Single Payment. If you wish to gain a solid and compact knowledge of Particle Physics and boost yourself for your desired career, then take a step in the right direction with this industry-standard, comprehensive course designed by professionals. This bundle package includes 1 premium, The Quality Licence Scheme-endorsed course, 10 additional CPD accredited certificate courses, with expert assistance, and a FREE courses assessment included. Learn a range of in-demand technical skills to help you progress your career with 12 months of unlimited access to this bundle of courses. If you enrol in this package, you will not be charged any extra fees. This bundle package includes: Course 01: Diploma in Particle Physics at QLS Level 4 10 Additional CPD Accredited Premium Courses - Course 01: Radiography Course 02: Meteorology Course 03: Astronomy Fundamentals Course 04: Carbon Literacy Knowledge Course Course 05: Advanced Diploma in Renewable Energy Course 06: Renewable Energy: GRID Solar Energy Diploma Course 07: Energy Saving in Efficient Electric Motors Course 08: Diploma in Basic Chemistry Level 3 Course 09: Critical Thinking Training Course 10: Decision-Making in High-Stress Situations Success becomes a lot simpler with this bundle package, which allows you to monetise your skills. This bundle is appropriate for both part-time and full-time students, and it can be completed at your own pace. This premium online bundle course, named Particle Physics, supports your professional growth with Quality Licence Scheme endorsement, as well as CPD accreditation. You'll be able to practice on your own time and at your own speed while still gaining an endorsed certificate. You'll get an unrivalled learning experience, as well as a free student ID card, which is included in the course price. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. With this high-quality package, all students have access to dedicated tutor support and 24/7 customer service. Throughout the extensive syllabus of this package, you'll find the required assistance and also the answers to all of your questions. The course materials are designed by experts and you can access these easily from any of your smartphones, laptops, PCs, tablets etc. Master the skills to arm yourself with the necessary qualities and explore your career opportunities in relevant sectors. Why Prefer this Bundle Course? Upon successful completion of the bundle, you will receive a completely free certificate from the Quality Licence Scheme. Option to receive 10 additional certificates accredited by CPD to expand your knowledge. Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Our bundle's learning materials have an engaging voiceover and visual elements for your convenience. For a period of 12 months, you will have 24/7 access to all bundle course material. Complete the bundle, at your own pace. Each of our students gets full 24/7 tutor support After completing our Bundle, you will receive efficient assessments and immediate results. Start your learning journey straight away with this Particle Physics bundle and take a step toward a brighter future! *** Course Curriculum: *** The bundle courses have the following curriculum: Module 01: Introduction to Particle Physics Basics of Elementary Particles Types of Interactions Classification of Elementary Particles Atomic Models Module 02: Elementary Particles Leptons Hadrons Quantum Numbers Module 03: The Nucleus Proton-Electron Hypothesis Proton-Neutron Hypothesis Terms Associated with the Nucleus Nuclear Models Nuclear Forces Module 04: Nuclear Physics Nuclear Reactions Types of Nuclear Reactions Radioactivity Radioactivity Terms Module 05: Particle Accelerators What Is a Particle Accelerator? Cockcroft and Walton Accelerator Van de Graaff Accelerator Tandem Accelerator Linear Accelerator (Linac) or Drift Tube Accelerator Magnetic Resonance Accelerators or Cyclotrons Betatron Synchrocyclotrons or Frequency Modulated Cyclotrons Azimuthally Varying Field (a.v.f.) Or Sector Focusing Cyclotrons Synchrotrons Module 06: Radiation detectors What Is a Radiation Detector? Gas-filled detectors Scintillation Detectors Semiconductor Radiation Detectors Module 07: The Standard Model Basics of the Standard Model The Interactions The Quark System Gauge Theories What is the Bundle 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 give you 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. CPD 220 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Particle Physics package training is perfect for highly motivated people who want to improve their technical skills and prepare for the career they want! This Particle Physics package is also ideal for those who want to learn more about this subject in-depth and stay up to date with the latest details. From the comfort of your own home, study the Particle Physics package and expand your professional skillset! Requirements The Bundle has no formal entry criteria, and everyone is welcome to enrol! Anyone with a desire to learn is welcome to this course without hesitation. All students must be over the age of 16 and have a passion for learning and literacy. You can learn online using any internet-connected device, such as a computer, tablet, or smartphone. You can study whenever it's convenient for you and finish the Particle Physics bundle package at your own speed. Career path Studying the bundle is intended to assist you in obtaining the job of your dreams, or even the long-awaited promotion. With the support and guidance of our Particle Physics package, you will learn the important skills and knowledge you need to succeed in your professional life. Certificates Diploma in Particle Physics at QLS Level 4 Hard copy certificate - Included Show off Your New Skills With a Certificate of Completion After successfully completing the Particle Physics course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with completely free of charge in this package. For Additional The Quality Licence Scheme Courses, You have to pay the price based on the Level of these Courses: Level 1 - £59 Level 2 - £79 Level 3 - £89 Level 4 - £99 Level 5 - £119 Level 6 - £129 Level 7 - £139 CPD Accredited Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery) Certificate Accredited by CPD Digital certificate - £10 Upon passing the Bundle, you need to order to receive a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD.

A thorough Introduction to Android Studio, packed with essential and interesting features of this package to help you create Android Apps. Online Instructor-led. Classroom on-request. Practical, Hands-on. From basics to efficient.

In this course, you are going to learn how to create AAA-looking scenes in Unreal Engine 5 from scratch. It will take you through the process of creating an amazing scene from idea to final composition and rendering. This is an intermediate-level course to help you level up your Unreal Engine 5 skills.

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Give a compliment to your career and take it to the next level. This Learning Maths & English GCSE will provide you with the essential knowledge and skills required to shine in your professional career. Whether you want to develop skills for your next job or want to elevate skills for your next promotion, this Learning Maths & English GCSEwill help you keep ahead of the pack. The Learning Maths & English GCSEincorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can reinforce your professional skills and knowledge, reaching out to the level of expertise required for your position. Further, this Learning Maths & English GCSEwill add extra value to your resume to stand out to potential employers. Throughout the programme, it stresses how to improve your competency as a person in your profession while at the same time it outlines essential career insights in this job sector. Consequently, you'll strengthen your knowledge and skills; on the other hand, see a clearer picture of your career growth in future. By the end of the Learning Maths & English GCSE, you can equip yourself with the essentials to keep you afloat into the competition. Along with this Learning Maths & English GCSE Preparation 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. What other courses are included with this Functional Skills Maths + Functional Skills English? Course 1: Advanced Mathematics Course 2: Maths: Algebra and Analytic Geometry Course 3: Learn Trigonometry and Trigonometric Functions Course 4: Functional Skills English Practice Level 2 Course 5: TEFL/TESOL Diploma Course 6: Teaching Assistant Course 7: Lesson Planning for Teaching Course 8: Remote Teaching Online Course 9: Leadership in Teaching Course 10: Creative Writing Complete Course So, enrol GCSE Maths & GCSE English Preparation Course now to advance your career! How will I get my GCSE Maths & GCSE English Preparation Course Certificate? After successfully completing the GCSE Maths & GCSE English Preparation Course 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. Curriculum of Learning Maths & English GCSE Bundle Course 1: Advanced Mathematics Unit 01: Introduction Unit 02: Mathematical Logic Unit 03: Matrices Unit 04: Trigonometric Functions Unit 05: Pair of Straight Line Unit 06: Lines & Planes Unit 07: Linear Programming Course 2: Maths: Algebra and Analytic Geometry Number Sense and Algebra Analytic Geometry Course 3: Learn Trigonometry and Trigonometric Functions Course Promo Module 01: Fundamentals Module 02: Trigonometry Unit Circle Approach Module 03: Trigonometry: Right Triangle Approach Module 04: Analytic Trigonometry Module 05: Polar Coordinates Course 4: Functional Skills English Practice Level 2 Introduction to the Course Basics of Grammar The Basics of Sentence Structure of Sentence Questions Punctuation and Capitalisation Spelling Common Mistakes and Ways to Improve Course 5: TEFL/TESOL Diploma Module 1: Introduction to Teaching English Module 2: Linguistics Basics for TESOL Module 3: Working With a Variety of Approaches for TESOL Module 4: Teaching Speaking Module 5: Teaching Listening for TESOL Course 6: Teaching Assistant Teaching Assistant SEN Teaching Autism Awareness ADHD Awareness Dyslexia Course 7: Lesson Planning for Teaching Module 01: An Introduction to Planning and Teaching Module 02: Planning and Preparation in Teaching Module 03: Curriculum Module 04: Structure and Format Module 05: Methodology Course 8: Remote Teaching Online Module 1: Introduction to Remote Teaching Module 2: Remote Teaching Strategies Module 3: Remote Teaching Tools Module 4: Remote Teaching Methods Module 5: Instructional Strategies & Final Tips Course 9: Leadership in Teaching Module 01: An introduction to Leadership in Teaching Module 02: Teacher Leadership Module 03: The Skills of Teacher Leadership Module 04: What Teacher Leaders Need to Know Module 05: Stressors and Stress Management in Schools Module 06: Mentoring as part of effective leadership Course 10: Creative Writing Complete Course 01. Creative Writing Course: Writing Storybooks For Children 02. Creative Writing Course - Short Stories Course 11: Creative Writing Complete Course Module 1: Understanding Behaviour & Relationships as a TA Module 2: Experienced TAs Maintain Strong Communications with The Students Module 3: Communication and Interaction Module 4: Cognition and Learning Module 5: Social, Emotional and Mental Health Difficulties CPD 145 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this GCSE Maths & GCSE English Preparation Course - CPD Accredited bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this Learning GCSE Maths & GCSE English Preparation course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Our Learning Maths & English GCSEis 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 Learning GCSE Maths & GCSE English Preparation Course - CPD Accredited course, it can be studied in your own time at your own pace. Career path Having these Learning GCSE Maths & GCSE English Preparation Course - CPD Accredited various certificate will increase the value in your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included

Description: Project Management - the key to business success Are you currently working as a leader or manager? Or you own a business and want to manage your project? Then admit the Project Management Level 2 Certificate for Manager course and gain skills in project management. The purpose of the course is to teach you to understand how the project works and helps you to follow the appropriate ways of managing and controlling a project. In the course, you will learn to define your plans and set goals, the system of dealing with the supporters, critics and bystanders, etc. You will also know to motivate the team members, know how to communicate with them properly, planning and scheduling, and more. After completing the course, you will be able to work on a project efficiently. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Project Management Level 2 Certificate for Manager 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 Project Management Level 2 Certificate for Manager 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. Project Management Fundamentals: Know the Principles and Get it Right What is a Project? 00:04:00 The Four Stage Project Lifecycle 00:08:00 Project Stages and Boundaries 00:08:00 One Reason why Projects go Wrong 00:05:00 Terminology used in the Project Stages 00:05:00 More on Project Gateways / Stage Gates 00:02:00 Project Definition Stage: The Vital Foundation to Your Success Define your Project: Goals and Objectives 00:10:00 Understanding Project Scope 00:06:00 Dealing with Scope Creep 00:06:00 Project Definition: Summary 00:03:00 Project Planning Stage: Failing to Plan = Planning to Fail The Book of the Plan 00:05:00 The Stakeholder Engagement Process 00:04:00 Stakeholder Analysis 00:06:00 Milestones are your Best Friends 00:08:00 The Work Breakdown Structure 00:08:00 The Gantt Chart 00:06:00 Tools for Creating a Gantt Chart 00:04:00 The Linear Responsibility Chart (LRC) aka The RACI Chart 00:09:00 The Risk Management Process 00:04:00 Risk Analysis 00:08:00 The Six Strategies for Managing Risks 00:09:00 The Risk Register (or Risk Log) 00:06:00 Project Delivery Stage: Don't you Love it When a Plan Comes Together! The Four Essentials of Leading your Team 00:07:00 Project Delivery - The Three Key Cycles 00:12:00 Project Closure Stage: Deep Sigh - You're Nearly Done Closing your Project in an Orderly Manner 00:08:00 Closing Words 00:01:00 Mock Exam Mock Exam - Project Management Level 2 Certificate for Manager 00:20:00 Final Exam Final Exam - Project Management Level 2 Certificate for Manager 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00