3633 Technology courses in Cardiff delivered On Demand

Want to make yourself instantly more attractive to employers—without committing to a computer science degree? This 20-in-1 bundle gives you the versatile tech skills modern businesses crave, wrapped in a package that even non-tech professionals can digest. If your career goals include flexibility, freelance freedom, or stepping into digital-first roles, this course bundle was designed with you in mind. Description The name says it all: Computer Programming for Everyone. Whether you’re working in admin, sales, customer service, or creative roles, programming is no longer a niche—it’s a universal power skill. This collection introduces the foundational tools that make digital workflows run—and the transferable workplace skills that help you fit into any team. From enhancing your CV for remote jobs to launching a freelance side hustle, this bundle gives you more than just technical knowledge—it gives you job flexibility, industry relevance, and a professional edge. And with 20 courses bundled into one ultra-affordable package, this is a career investment too good to miss. FAQ Is this only for tech professionals? Not at all. It’s made for everyone—from creatives and freelancers to professionals wanting a digital career edge. How can this boost my job prospects? By making you digitally fluent. Whether you want to code, manage projects, or freelance, these skills make you more versatile and hireable. Will I be certified? Yes, you’ll receive certification for each completed course—perfect for your CV and LinkedIn profile. Which industries will benefit from this? Technology, media, education, finance, e-commerce, marketing, and more. Digital skills are universally in demand. Is this a timed offer? Yes. We periodically rotate bundle deals—lock in the full 20-course package before it changes or disappears. Can I learn at my own pace? Absolutely. You’ll have lifetime access to complete everything at a schedule that fits your lifestyle.

This video course is designed to teach you about the latest WidgetKit developments in iOS 16, and how to use them with SwiftUI. You will learn about new features such as live activities and Dynamic Island, and explore how to create dynamic widgets for your iOS applications using SwiftUI. It's a great way to enhance your skills and create high-quality widgets.

Are you bored of searching the internet for a level 3 Award in Education and Training (AET / PTLLS)? Can't manage to discover a proper course that meets all of your requirements? Don't worry, you've just discovered the solution. Take a moment to browse through this comprehensive course that includes everything you need to succeed. The Level 3 Award in Education and Training program is intended for individuals who want to work in education, most likely as early-age instructors and trainers in a variety of contexts. This is the first step in becoming an entry-level teacher in the United Kingdom. Furthermore, the Level 3 Award in Education and Training is accredited by TQUK, one of the leading awarding organisations in the UK! Level 3 Award in Education and Training is the mandatory minimum qualification if you want to be a FE teacher or trainer in your chosen field in the UK. If you are thinking about getting into teaching, this Level 3 Award in Education and Training, previously known as the PTLLS course, is a great way to start. As a teacher, you can play a significant role in society and positively impact your students' lives. Currently, there is a huge demand for teaching jobs across the globe, and you know how satisfying it could be! So, if you aspire to be a changemaker, this is the ultimate course we can offer you. This Level 3 Award in Education and Training is designed so that both freshers and those working in an educational setting can get the benefit. Further, through this course, the current teachers can achieve formal recognition of their skills. Awarding Body The Level 3 Award in Education and Training (AET / PTLLS) is accredited by TQUK. A certificate from this renowned awarding body will bring you out as a highly marketable candidate within the desired industry. There is Something More for You with This Level 3 Award in Education and Training Course. Although we understand, many of you only come to search for PTLLS or AET courses but still here is a small gift for learners. As a course provider, we highly value our learners' needs. That is why we are giving you some relevant courses with the Level 3 Award in Education and Training Course. Because these extra teaching and training courses will benefit you. With these courses, you can further enrich your knowledge and employability skills. Here are those - Diploma in Special Education Needs (SEN) EYFS Teaching Diploma Early Years Level 4 Primary Teaching Diploma Level 2 Diploma for the Early Years Practitioner This Level 3 Award in Education and Training (AET / PTLLS) program will be the perfect choice for any individual to kickstart a new career. Anyone who wants to pursue a career in education will find it gratifying and enjoyable. It is a good occupation since you will not only satisfy your own growth. Also, it will assist many learners in achieving theirs. It is also a high-demand business, with many schools and universities looking for qualified instructors. It is a job in which you will not only teach but also learn. The Level 3 Award in Education and Training is a nationally recognised award for anybody who is presently teaching or training. Moreover, it will help those who desire to enter the field and get the necessary qualifications to work as a teacher or trainer. Learning Outcomes of the Level 3 Award in Education and Training Course By the end of this course, you will be able to: Identify and perform the roles of a teacher. Explain and apply the teaching and learning approaches. Plan a training session for your learners of different backgrounds. Describe the teachers' attributes and expectations. Prepare inclusive lessons and training sessions for your students. Analyze the role, responsibilities and relationships in education and training. Prepare and administer necessary assessments for your students. Why Choose Level 3 Award in Education and Training Although this course is basically based on the teaching profession. But this course can benefit anyone because this course not only teaches you how to teach other people but also teaches how to manage human resources. This Level 3 Award in Education and Training course is easy to study. We provide this course online. You can take access this course from anywhere or anytime. Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Dedicated tutor support during office hours (Monday to Friday) Course developed by industry experts. 24/7 support via live chat, phone call, or email. Free PDF certificate as soon as completing the Gift Courses. Special Note: Please be informed that apart from the initial fee, you have to pay GBP 169 when submitting assignments. The Level 3 Award in Education and Training fulfills - Industry requirements and will help you get a full grasp of a teacher and trainer's duties and responsibilities, The boundaries imposed with regard to teaching, and how to present motivating class sessions to encourage students. By learning this Level 3 Award in Education and Training You will learn about the role, responsibilities, and duties of a teacher. Besides, you will be able to identify the significance of your existence in your students' lives. Also, You will know how you can bring effective change to them with your influence through this Level 3 Award in Education and Training. Further, inclusive teaching and learning is a very important concept in an educational setting. That is why we have included this Level 3 Award in Education and Training in our course so that you can learn. Besides, you will get an in-depth idea about how to perform an assessment. Level 3 Award in Education and Training Course Course Curriculum Module 01: Understanding Roles, Responsibilities and Relationships in Education and Training Understand the Teaching Role and Responsibilities in Education and Training Understand Ways to Maintain a Safe and Supportive Learning Environment Understand the Relationships between Teachers and Other Professionals in Education and Training Module 02: Understanding and Using Inclusive Teaching and Learning Approaches in Education and Training Understand Inclusive Teaching and Learning Approaches in Education and Training Understand Ways to Create an Inclusive Teaching and Learning Environment Be Able to Plan Inclusive Teaching and Learning Be Able to Deliver Inclusive Teaching and Learning Be Able to Evaluate the Delivery of Inclusive Teaching and Learning Module 03: Understanding Assessment Understand Types and Methods of Assessment Used in Education and Training Understand How to Involve Learners and Others in the Assessment Process Understand the Role and Use of Constructive Feedback in the Assessment Process Understand Requirements for Keeping Records of Assessment in Education and Training Level 3 Award in Education and Training (AET / PTLLS) Course Qualification at a Glance Total Qualification Time (TQT - 120 Hours Guided Learning Hours (GLH) - 48 Hours Credit Value - 12 Minimum Age - 19 Purpose of the Level 3 Award in Education and Training Course Qualification This Level 3 Award in Education and Training qualification is designed to prepare learners for employment and support them to progress to a teaching role within the workplace. It has been developed for those intending to work in the post-16 education and training sector. What Skills You Will Gain from this Level 3 Award in Education and Training Course You will gain the following marketable qualities through the Level 3 Award in Education and Training course. Different hiring managers are looking for these below-mentioned qualities. Become an expert in education and training. Learn about the teacher's role. Master the learning and teaching approaches. Increase your session planning skills. Gain knowledge in teacher expectations & attributions. Understand how to deliver inclusive sessions which engage and motivate learners. Explain roles, responsibilities, and relationships in education and training. Identify how to create assessments in education and training. Level 3 Award in Education and Training Assessment Method In order to be eligible for the certification, you need to complete the following assessments. Three written assignments One microteaching session - 60 Minutes (Which can be submitted as a recorded video) Please note that you will be given precise instruction in the course material about writing the assignments and performing the micro-teach session. Moreover, if you face any difficulty, your tutor will be there to support you. You must submit all assignments via the online portal with full tutor support. Certification As soon as you submit your assignments and micro-teaching video, your tutor will assess those. Based on the assessor's evaluation, you will be graded either achieved/not achieved yet. If you are in the achieved category, you will receive an accredited certificate from the renowned awarding body TQUK. Progression If you achieve this Level 3 Award in Education and Training qualification, you could progress to: Level 3 Award in Assessing Vocationally Related Achievement Level 3 Certificate in Assessing Vocational Achievement Level 3 Award in Assessing Competence in the Work Environment Level 4 Certificate in Education and Training Level 4 Certificate for the Advanced Practitioner in Schools and Colleges Level 4 Award for Technology Enabled Educators Level 5 Diploma in Education and Training Who is this course for? Wherever you work, this Level 3 Award in Education and Training course is a must for you if you want to become a trainer. Besides, this course is also appropriate for the following. Teacher & Trainer Consultant Job Hunters & School Leavers College or University Students & Graduates Tutors & Instructors Headmasters Education Consultants Education Providers Office Clerk & Administration Assistant Educational Psychologist Lecturer or Classroom Assistant Requirements There are no fixed entry requirements for attending the Level 3 Award in Education and Training course. However, you must be 19 years old or over upon certification. An interest in teaching adults and E-learning will be beneficial. Moreover, you must have basic ICT and time management skills. It will help you complete online written assignments. Since this is a Level 3 course, you must be ready to read through various texts, cross-reference, research theories or principles or practises of effective teaching. Finally, you need to demonstrate practical teaching skills via assessment work. Career path You can choose from a variety of professions either in teaching or training upon completion of the Level 3 Award in Education and Training course. These include - Primary School Teacher Secondary School Teacher Further Education Teacher Private Tutor Freelance Trainer Trainer at Your Workplace

Level 7 QLS Endorsed Diploma | 180 CPD Points | +Gifts: QLS Certificate + PDF Certificate | 24/7 Learner Support

AET Level 3 Award in Education and Training (Formerly PTLLS) ** SPRING SALE----SPRING SALE ** Latest Updated (29 April 2024) Live Zoom Microteaching Session with Tutor SAVE 42% Are you bored of searching the internet for a AET Level 3 Award in Education and Training (Formerly PTLLS) course? Can't manage to discover a proper course that meets all of your requirements? Don't worry, you've just discovered the solution. Take a moment to browse through this comprehensive PTLLS course that includes everything you need to succeed. The AET Level 3 Award in Education and Training (Formerly PTLLS) programme is intended for individuals who want to work in education, most likely as early age instructors and trainers in a variety of contexts. This is the first step in becoming an entry-level teacher in the United Kingdom. Furthermore, the AET Level 3 Award in Education and Training (Formerly PTLLS) is accredited by TQUK, one of the leading awarding organisations in the UK! AET Level 3 Award in Education and Training (Formerly PTLLS) is the mandatory minimum qualification if you want to be a FE teacher or trainer in your chosen field in the UK. If you are thinking about getting into teaching, this AET Level 3 Award in Education and Training, previously known as the PTLLS course, is a great way to start. As a teacher, you can play a significant role in society and positively impact your students' lives. Currently, there is a huge demand for teaching jobs across the globe, and you know how satisfying it could be! So, if you aspire to be a changemaker, this is the ultimate course we can offer you. This PTLLS course is designed so that both freshers and those working in an educational setting can get the benefit. Further, through this PTLLS course, the current teachers can achieve formal recognition of their skills. Awarding Body The AET Level 3 Award in Education and Training (Formerly PTLLS) is accredited by TQUK. A certificate from this renowned awarding body will bring you out as a highly marketable candidate within the desired industry. There is Something More for You with this AET Level 3 Award in Education and Training (Formerly PTLLS) Course. Although we understand, many of you only come to search for PTLLS or AET courses but still here is a small gift for learners. As a course provider, we highly value our learners' needs. That is why we are giving you some relevant courses with AET Level 3 Award in Education and Training (Formerly PTLLS) Course. Because these extra teaching and training courses will benefit you. With these courses, you can further enrich your knowledge and employability skills. Here are those - Learning Outcomes of the AET/PTLLS - Level 3 Award in Education and Training - AET Course By the end of this course, you will be able to: AET/PTLLS: Identify and perform the roles of a teacher. AET/PTLLS: Explain and apply the teaching and learning approaches. AET/PTLLS: Plan a training session for your learners of different backgrounds. AET/PTLLS: Describe the teachers' attributes and expectations. AET/PTLLS: Prepare inclusive lessons and training sessions for your students. AET/PTLLS: Analyse the role, responsibilities and relationships in education and training. AET/PTLLS: Prepare and administer necessary assessments for your students. This AET Level 3 Award in Education and Training (Formerly PTLLS) programme will be the perfect choice for any individual to kickstart a new career. Anyone who wants to pursue a career in education will find it gratifying and enjoyable. It is a good occupation since you will not only satisfy your own growth. Also it will assist many learners in achieving theirs. It is also a high-demand business, with many schools and universities looking for qualified instructors. It is a job in which you will not only teach but also learn. The PTLLS Training is a nationally recognised award for anybody who is presently teaching or training. Moreover, This PTLLS Training will help those who desire to enter the field and get the necessary qualifications to work as a teacher or trainer. Special Note: Please be informed that apart from the initial fee, you have to pay GBP 169 when submitting assignments. AET: AET Level 3 Award in Education and Training (Formerly PTLLS) The AET Level 3 Award in Education and Training fulfils - Industry requirements and will help you get a full grasp of a teacher and trainer's duties and responsibilities, The boundaries imposed with regard to teaching, and how to present motivating class sessions to encourage students. By learning this AET Level 3 Award in Education and Training (Formerly PTLLS) You will learn about the role, responsibilities, and duties of a teacher. Besides, you will be able to identify the significance of your existence in your students' lives. Also, You will know how you can bring effective change to them with your influence through this PTLLS Training. Further, inclusive teaching and learning is a very important concept in an educational setting. That is why we have included this AET Level 3 Award in Education and Training (Formerly PTLLS) in our course so that you can learn. Besides, you will get an in-depth idea about how to perform an assessment. AET Level 3 Award in Education and Training (Formerly PTLLS) Course Curriculum Module 01: Understanding Roles, Responsibilities and Relationships in Education and Training Module 02: Understanding and Using Inclusive Teaching and Learning Approaches in Education and Training Module 03: Understanding Assessment of PTLLS AET Level 3 Award in Education and Training (Formerly PTLLS) Qualification at a Glance Total Qualification Time (TQT - 120 Hours Guided Learning Hours (GLH) - 48 Hours Credit Value - 12 Minimum Age - 19 AET Level 3 Award in Education and Training (Formerly PTLLS) Assessment Method PTLLS To be eligible for the certification, you need to complete the following assessments. Three written assignments One microteaching session - 60 Minutes (Which can be submitted as a recorded video) Please note that you will be given precise instruction in the course material about writing the assignments and performing the micro-teach session. Moreover, if you face any difficulty, your tutor will be there to support you. You must submit all assignments via the online portal with full tutor support. Certification As soon as you submit your assignments and micro-teaching video, your tutor will assess those. Based on the assessor's evaluation, you will be graded either achieved/not achieved yet. If you are in the achieved category, you will receive an accredited certificate from the renowned awarding body TQUK. Progression If you achieve this AET/PTLLS - Level 3 Award in Education and Training - AET Course qualification, you could progress to: AET/PTLLS: Level 3 Award in Assessing Vocationally Related Achievement AET/PTLLS: Level 3 Certificate in Assessing Vocational Achievement AET/PTLLS: Level 3 Award in Assessing Competence in the Work Environment AET/PTLLS: Level 4 Certificate in Education and Training AET/PTLLS: Level 4 Certificate for the Advanced Practitioner in Schools and Colleges AET/PTLLS: Level 4 Award for Technology Enabled Educators AET/PTLLS: Level 5 Diploma in Education and Training Who is this course for? AET: AET Level 3 Award in Education and Training (Formerly PTLLS) Wherever you work, this AET Level 3 Award in Education and Training (Formerly PTLLS) is a must for you if you want to become a trainer. Besides, this PTLLS course is also appropriate for the following. Teacher & Trainer Consultant Job Hunters & School Leavers College or University Students & Graduates Tutors & Instructors Headmasters Education Consultants Education Providers Office Clerk & Administration Assistant Educational Psychologist Lecturer or Classroom Assistant Requirements AET: AET Level 3 Award in Education and Training (Formerly PTLLS) There are no fixed entry requirements for attending the AET Level 3 Award in Education and Training (Formerly PTLLS) course. However, you must be 19 years old or over upon certification. An interest in teaching adults and E-learning will be beneficial. Moreover, you must have basic ICT and time management skills. It will help you complete online written assignments. Since this is a PTLLS course, you must be ready to read through various texts, cross-reference, research theories or principles or practises of effective teaching. Career path AET: AET Level 3 Award in Education and Training (Formerly PTLLS) You can choose from a variety of professions either in teaching or training upon completion of the AET Level 3 Award in Education and Training (Formerly PTLLS). These include Primary School Teacher Secondary School Teacher Further Education Teacher Private Tutor Freelance Trainer Trainer at Your Workplace

Highlights of the Course Course Type: Online Learning Duration: 2 Hours Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about motivation Understand the core competencies and principles of motivation Explore the various areas of motivation Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert professional Motivation for College & University Students Program Online Course Master the skills you need to propel your career forward in motivation. This course will equip you with the essential knowledge and skillset that will make you a confident professional and take your career to the next level. This comprehensive motivation for college & university students course is designed to help you surpass your professional goals. The skills and knowledge that you will gain through studying this motivation for college & university students course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career. This motivation for college & university students course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. This comprehensive course will teach you the theory of effective motivation practice and equip you with the essential skills, confidence and competence to assist you in the motivation industry. You'll gain a solid understanding of the core competencies required to drive a successful career in motivation. This course is designed by industry experts, so you'll gain knowledge and skills based on the latest expertise and best practices. This extensive course is designed for professional or for people who are aspiring to specialise in motivation. This motivation for college & university students course has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course is not regulated by Ofqual and is not an accredited qualification. Enrol in this motivation for college & university students course today and take the next step towards your personal and professional goals. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV that will help you outshine other candidates. Who is this Course for? This comprehensive motivation for college & university students course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this motivation can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This motivation for college & university students course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This motivation for college & university students course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This motivation for college & university students course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Introduction Introduction 00:01:00 What is Motivation 00:05:00 The Laws of Movement 00:04:00 Types of Motivation 00:08:00 Big Questions Related to Motivation - Part 1 00:07:00 Big Questions Related to Motivation - Part 2 00:08:00 Idea 1 - Understand Motivation 00:02:00 Idea 2 - Autonomy 00:01:00 Idea 3 - Give Yourself Choices 00:01:00 Idea 4 - Create Meaningful Experiences 00:02:00 Idea 5 - Set Realistic Expectations 00:04:00 Idea 6 - Practice Goal Setting 00:02:00 Idea 7 - Publicize Your Goals 00:02:00 Idea 8 - Know Your Strength 00:02:00 Idea 9 - Remember Your Achievements 00:02:00 Idea 10 - Celebrate Your Achievements 00:01:00 Idea 11 -Do Something Small 00:03:00 Idea 12 - Incentivize Yourself 00:02:00 Idea 13 - Learning Through Repetition 00:03:00 Idea 14 - Do the Hardest Task First 00:02:00 Idea 15 - Seating Arrangements 00:02:00 Idea 16 - Change Your Scenery 00:01:00 Idea 17 - Get Rid of Distractions 00:02:00 Idea 18 - Display Your Work 00:01:00 Idea 19 - Relevant Learning Content 00:01:00 Idea 20 - Fun Learning Content 00:03:00 Idea 21 - Interesting Learning Content 00:02:00 Idea 22 - Create a Study Routine 00:02:00 Idea 23 - Utilize Social Media 00:01:00 Idea 24 - Scaffolding Techniques 00:03:00 Idea 25 - Preferred Learning Style 00:02:00 Idea 26 - Self-Questioning 00:02:00 Idea 27 - Embrace Change 00:04:00 Idea 28 - Be Grateful 00:05:00 Idea 29 - Be Patient 00:04:00 Idea 30 - Be Enthusiastic 00:02:00 Idea 31 - Manage Your Anxiety 00:03:00 Idea 32 - Track Your Progress 00:02:00 Idea 33 - Verbalize Your Intention 00:02:00 Idea 34 - Accountability 00:01:00 Idea 35 - Writing Frames 00:02:00 Idea 36 - Mind Mapping 00:03:00 Idea 37 - Pomodoro Technique 00:02:00 Idea 38 - Audio Books 00:01:00 Idea 39 - Assistive Technology 00:02:00 Idea 40 - Mnemonic Strategies 00:02:00 Idea 41 - Touch Type 00:02:00 Idea 42 - Structured Procrastination 00:02:00 Idea 43 - Working Memory 00:03:00 Idea 44 - Graphic Organizers 00:02:00 Idea 45 - Organizational Skills 00:01:00 Idea 46 - Time Management 00:02:00 Idea 47 - Study Skills 00:02:00 Idea 48 - Executive Function 00:02:00 Idea 49 - Ask for Help 00:01:00 Idea 50 - Motivated All the Time? 00:03:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush.   Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00

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