Discover the art and science of Talent Management, a strategic approach to attract, develop, and retain top-performing employees. Dive into core concepts, employee needs, and effective talent management planning. Explore talent acquisition, employee development, performance evaluation, and innovative retention strategies to foster organizational success. Learning Outcomes: Gain an understanding of Talent Management's significance in fostering a skilled and engaged workforce. Explore the core concepts and principles of effective Talent Management strategies. Identify key reasons behind employee turnover and ways to address them. Develop insights into employee needs and mindset to enhance talent retention and growth. Master the creation of comprehensive Talent Management plans tailored to organizational goals. Acquire strategies for talent acquisition, including sourcing, screening, and hiring. Learn techniques to identify and nurture high-potential employees for leadership and growth. Implement performance evaluation, feedback mechanisms, and employee retention formulas. Why buy this Talent Management? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Talent Management there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Talent Management does not require you to have any prior qualifications or experience. You can just enrol and start learning. HR Professionals and Talent Managers Seeking Comprehensive Skill Enhancement. Managers and Leaders Involved in Employee Development and Talent Acquisition. Entrepreneurs and Business Owners Looking to Optimize Their Workforce Strategy. Individuals Interested in HR and Talent Management as a Career Path. Prerequisites This Talent Management was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Talent Manager - $60,000 to $100,000/year. Human Resources Manager - $60,000 to $110,000/year. Organizational Development Specialist - $50,000 to $90,000/year. Training and Development Manager - $60,000 to $100,000/year. HR Consultant - $50,000 to $80,000/year. Course Curriculum Section 1: Introduction Unit 1: Welcome to the Course 00:05:00 Unit 2: Highlights of this Course 00:02:00 Unit 3: Little Activity Before We Begin 00:01:00 Section 2: Core Concepts of Talent Management Unit 1: What is Talent Management 00:03:00 Unit 2: Responsibilities of Talent Management Manager & Professionals 00:02:00 Unit 3: Talent Management - The Pillar of Successful Business 00:03:00 Unit 4: Benefits of Talent Management: How Your Business Can Benefit From it 00:02:00 Section 3: Top Reasons Why Employees Leave an Organisation Unit 1: Top 5 Reasons Why Employees Leave an Organisation 00:04:00 Unit 2: Reasons of Employee Resignation 00:03:00 Section 4: Understanding the Needs and Mindset of Employee Unit 1: The Most Useful Technique to Understand Employee's Needs 00:04:00 Unit 2: Practical, Real Life Example of Retaining Top Employees & Keeping Them Engaged 00:06:00 Section 5: Steps to Create an Effective Talent Management Plan Unit 1: Steps in Talent Management Process 00:02:00 Section 6: Talent Acquisition Unit 1: What is Talent Acquisition and How it is Different from Recruitment 00:02:00 Unit 2: Steps for Talent Acquisition 00:05:00 Unit 3: Top Selection Tests to Check Candidate's Potential 00:04:00 Unit 4: Manpower Estimation Template 00:01:00 Section 7: How to Develop High Potential Employees Unit 1: Creating a High Performance Workforce 00:05:00 Unit 2: Understanding the Difference Between Training & Development 00:02:00 Unit 3: Why Talent Development Process is Important for Employees 00:02:00 Unit 4: How Talent Development Helps in Running the Business Smoothly 00:03:00 Unit 5: Steps in Developing the Talent 00:02:00 Section 8: Evaluating Performance Unit 1: Performance Management 00:02:00 Unit 2: Performance Appraisal 00:01:00 Unit 3: Tools for Performance Appraisal 00:06:00 Section 9: "SMR" - How You Can Retain the Employees Using This Formula Unit 1: 'SMR' - How You Can Retain the Employees Using This Formula 00:04:00 Section 10: How to Retain High Potential Employees Unit 1: Employee Retention Programs 00:02:00 Unit 2: Onboarding Correctly 00:06:00 Unit 3: Career Planning & Development 00:04:00 Unit 4: Job Promotions 00:05:00 Unit 5: Using Motivators (Financial & Non- Financial Incentives) 00:05:00 Unit 6: Maintaining Work-Life Balance 00:02:00 Section 11: Bonus Section: Achieving Business Goals with Talent Management Strategy Unit 1: Return on Investment (ROI) on Talent Management 00:03:00 Unit 2: Achieving Business Goals with The Help of Talented Workforce 00:04:00 Unit 3: Little Activity Before We Began - Here's What You Learnt 00:02:00 Section 12: Conclusion Unit 1: Conclusion 00:01:00 Assignment Assignment - Talent Management 00:00:00
Discover the captivating world of 'Twitch Streaming' and unlock the secrets to becoming a successful video game live streamer. From learning the fundamentals of Twitch TV to selecting the right games, setting up your hardware, and cultivating your unique streaming style, this course is your gateway to establishing a thriving presence in the vibrant gaming community. Learning Outcomes: Grasp the essentials of Twitch TV and its significance in the gaming landscape. Analyze compelling case studies of successful Twitch streamers for inspiration. Navigate the process of choosing the right game to stream and understanding viewer preferences. Master the hardware setup required for high-quality streaming. Set up and customize your Twitch channel to create an engaging and unique brand. Develop a strategy for consistency in streaming schedule and content delivery. Cultivate your on-screen persona and leverage your personality for audience engagement. Build a loyal following through effective engagement, interaction, and community building. Why buy this Twitch Streaming? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Twitch Streaming there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Twitch Streaming does not require you to have any prior qualifications or experience. You can just enrol and start learning. Aspiring gamers eager to showcase their gaming skills and personality. Content creators interested in entering the world of video game live streaming. Existing streamers looking to enhance their streaming setup, branding, and engagement. Gamers who want to build a community and connect with like-minded individuals. Prerequisites This Twitch Streaming was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Twitch Partner/Streamer - Earnings vary widely; top streamers can earn millions annually. Content Creator/Influencer - Potential to earn from sponsorships, partnerships, and donations. Social Media Manager for Gaming Brands - Median salary of $50,380 per year. Video Editor for Gaming Content - Median salary of $51,500 per year. Gaming Community Manager - Median salary of $54,859 per year. Course Curriculum Introduction To Twitch TV Video Game Live Streaming Thank you for taking the course! What do you get out of it? 00:03:00 Introduction with John Shea. 00:03:00 Overview of Twitch.TV 00:06:00 Why do you want to stream on Twitch? 00:03:00 Partner Program, Subscriptions & Ways To Earn Revenue Streaming 00:03:00 Case studies of success on twich. Noahj456 used YouTube to build a large Twitch audience. 00:06:00 Syndicate has the most Twitch followers and built from YouTube. 00:04:00 Socialblade has hundreds more case studies you can view. 00:03:00 Which game to play? What are people watching? League of Legends is the top game on Twitch. 00:02:00 Looking deep into the browse features will show you a lot about streaming. 00:08:00 Play Anything You Want - But Keep Sight Of What's Trending 00:03:00 The opportunity is to find a game you like where people will watch. 00:04:00 New games on release day provide a great opportunity to get new viewers. 00:03:00 Hardware Setup and Picking a Streaming Platform To stream you need hardware to stream and software to manage it. 00:05:00 Simple getting started streaming solution: direct from the console with Twitch. 00:03:00 Entry level streaming solution: BenQ monitor and Elgato HD capture card. 00:04:00 The microphone is one of the most important pieces of equipment. 00:03:00 Wirecast is what I use to stream on my iMac with a green screen. 00:05:00 Open Broadcaster Software (OBS) 00:03:00 GameShow 00:01:00 Xsplit 00:04:00 Setting Up Your Channel Setting Up Your Channel 00:03:00 Getting High Quality Artwork For Your Channel 00:03:00 Adding a Greenscreen 00:02:00 Consistency & Your Personality Doing a little bit every day is the most effective way to do anything. 00:03:00 Being Entertaining On Your Stream 00:02:00 Playing Games Consistently For an Audience 00:02:00 Giving back to your streamers will ensure they come back. 00:04:00 Building a Following Uploading videos to Facebook works great for me to get people watching me game. 00:03:00 Uploading videos to YouTube works great to get organic traffic over time. 00:03:00 Follow for follow Facebook groups help to get your initial following fast. 00:03:00 Making Friends With Other Streamers 00:02:00 Receiving Donations While You Stream 00:03:00 How I handle haters and negative comments. 00:05:00 Conclusion The Conclusion To The Course 00:01:00 Assignment Assignment - Twitch Streaming 00:00:00
Embark on a journey into the world of coffee with our 'Barista Course,' a uniquely crafted experience designed to transform you into a coffee connoisseur. Imagine the aroma of freshly brewed coffee as you learn the art of espresso making, a skill revered by coffee lovers worldwide. This course isn't just about learning; it's an odyssey into the heart of coffee culture. From the intricacies of the Sage Barista Express to the nuances of Oatly Barista, you'll dive deep into the world of espresso mechanics and milk frothing. The definition of a barista transcends mere coffee making - it's about crafting experiences. Whether it's mastering the Sage Barista Pro or exploring the versatility of barista oat milk, our course is tailored for those who aspire to turn their passion into art. Learning Outcomes: Gain comprehensive knowledge of coffee, from bean selection to brewing perfection. Master the use of professional barista coffee machines, including the Sage Barista Touch. Understand espresso mechanics and techniques for consistent quality. Develop skills in milk frothing and latte art, using products like Oatly Barista. Acquire the ability to create a diverse coffee menu and manage coffee bar operations. Why buy this Barista Course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Certification After studying the course materials of the Barista Course there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is Barista Course for? Coffee enthusiasts eager to deepen their understanding of espresso and coffee making. Individuals seeking a career in the vibrant world of coffee and hospitality. Entrepreneurs looking to open their own coffee shop or café. Home baristas wanting to upgrade their skills using machines like the Sage Barista. Career switchers aiming to enter the dynamic and growing field of coffee making. Prerequisites This Barista Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Barista Course was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Barista: £18,000 - £25,000 Per Annum Café Manager: £20,000 - £30,000 Per Annum Coffee Quality Controller: £25,000 - £35,000 Per Annum Specialty Coffee Trainer: £27,000 - £37,000 Per Annum Coffee Shop Owner: Variable income based on business success Coffee Roaster: £22,000 - £32,000 Per Annum Course Curriculum Section 01: Introduction to Coffee Coffee Tree and Brief History of Coffee 00:15:00 Coffee Varieties 00:20:00 Coffee Growing and Harvest 00:06:00 Coffee Processing Methods 00:08:00 Coffee Grading 00:09:00 First, Second and Third Wave of Coffee 00:11:00 Coffee Defects and Sorting 00:06:00 Section 02: Espresso Machine Introduction to Espresso Machine 00:21:00 Manual, Semi-Auto and Full Auto (Volumetric) Espresso Machines 00:05:00 Working Principles of Volumetric Machines 00:02:00 Espresso Machines Boiler Types 00:05:00 Section 03: Espresso Grinder Espresso Grinder 00:10:00 Grinder Burrs 00:03:00 How to Adjust the Grinder? 00:03:00 Section 04: Introduction to Espresso & Espresso Mechanics Dosing 00:02:00 Distribution 00:02:00 Tamping and Tampers 00:13:00 Inserting the Portafilter 00:03:00 Starting the Pump 00:01:00 Flushing the Group and Cleaning the Portafilter 00:02:00 What is Naked Portafilter? Why is it used? 00:02:00 The Importance of Water 00:04:00 Section 05: Let's Wrap Up Understanding Time Concept and Practices 00:15:00 Under and Over Extraction 00:10:00 Chanelling 00:11:00 Section 06: Milk Frothing Steam Boiler and Steam Wand 00:04:00 Milk Selection 00:06:00 Milk Frothing and Heat Targets 00:17:00 Milk Splitting 00:04:00 The Difference Between Cappuccino and Latte Foam 00:05:00 Section 07: Latte Art First Half 00:05:00 Second Half 00:07:00 Maneuvers 00:04:00 Heart - Positioning and Cutting 00:01:00 Pouring Workouts 00:07:00 Section 08: Menu Espresso Variations 00:02:00 Espresso with Water 00:03:00 Espresso with Milk 00:15:00 Espresso with Ice 00:03:00 Section 09: Behind The Bar Coffee Bar Layout 00:07:00 Work Flow 00:06:00 Clothing & Apparel 00:04:00 Hygiene 00:03:00 Real Life Scenarios and Simulation 00:07:00 Espresso Machine Cleaning and Maintenance 00:11:00 Assignment Assignment - Barista Course 00:00:00
Overview of Admin, Secretarial & PA Training In the bustling business landscape of the UK, office administration remains an indispensable cornerstone, employing thousands. The rise in demand for adept administrative specialists is palpable, with companies valuing precision, efficiency, and stellar communication. This Office Skills for Admin, Secretarial, PA (Executive PA) course offers a springboard into office skills, equipping learners with a competitive edge in tasks spanning data analysis to top-tier executive support. Dive deep into the intricacies of Excel, master the finesse of business writing, and step up your organisational prowess. As businesses evolve, so does the role of administrative professionals; stay ahead with the Office Skills for Admin, Secretarial, PA (Executive PA) course. This Admin, Secretarial & PA Training Course will help you to learn: Acquire core competencies in administrative support roles. Enhance organisational efficiency through effective tools and techniques. Cultivate superior business writing and communication skills. Develop expertise in time management and meeting arrangements. Master the basics of Excel and PowerPoint for efficient data handling. Understand and apply proper telephone etiquette in professional settings. This course covers the topics you must know to stand against the tough competition. The future is truly yours to seize with this Admin, Secretarial & PA Training. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online — Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion – Digital / PDF Certificate After completing the Admin, Secretarial & PA Training course, you can order your CPD Accredited Digital/ PDF Certificate for £5.99. Certificate of Completion – Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? Those aspiring to establish a foothold in the world of office administration will find this Office Skills for Admin, Secretarial, PA (Executive PA) course invaluable. From those just starting, wishing to comprehend the breadth of administrative tasks to those eyeing roles that demand advanced organisational skills, this curriculum caters to a broad spectrum. Individuals keen on mastering business communication, whether it’s through crafting persuasive emails or presenting data-driven insights, will benefit immensely. The Office Skills for Admin, Secretarial, PA (Executive PA) course also appeals to those aiming to work alongside top-tier executives, understanding the nuanced responsibilities of a Personal Assistant. With a special emphasis on tools like Excel and PowerPoint, it’s tailored for those who seek fluency in these ubiquitous office tools. Requirements You don’t need any educational qualification or experience to enrol in the Admin, Secretarial & PA Training course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path Executive Personal Assistant - £30K to £45K/year. Office Manager - £25K to £35K/year. Administrative Coordinator - £20K to £28K/year. Receptionist - £18K to £25K/year. Data Entry Clerk - £19K to £24K/year.
Our popular Nursery Nurse Course is an excellent way to acquire the capability to nurture and teach children during the most influential stages of their lives. It provides expert tuition in all of the social and educational practices that you will need to contribute to a respected school or nursery. By procuring this learning package, you will gain acknowledgement and the knowledge that you will require to stand out as an educator and caretaker of curious young minds. When you enrol, you will attain access to a wide range of Early Years learning methodologies, and how you can apply them to a Nursery environment. You will be given an appreciation of the safeguarding responsibilities of the role, and how this extends to food, play, and ethical behaviour. Each module presents in-depth explorations of distinct aspects of the position and will prepare you to work with children that have special needs. The Nursery Nurse Course has been designed to deliver a masterclass in Early Years teaching methods, alongside essential social responsibilities. The whole tutorial contains a variety of audio and visual aids, as well as interactive assessments to enhance your studying, wherever you choose to take it. Assisted by expert tutors, it represents a new standard in educational training. Sign up now and tutor the nation's future. Please note: This course only gives you the theoretical knowledge that you need to excel in this field. This Nursery Nurse Diploma doesn't entitle you to practise as a expert in this specific field. Why choose this Nursery Nurse Course? Earn a digital Certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full tutor support on weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £99. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment In order to ensure the Quality Licensing scheme endorsed and CPD acknowledged certificate, learners need to score at least 60% pass marks on the assessment process. After submitting assignments, our expert tutors will evaluate the assignments and give feedback based on the performance. After passing the assessment, one can apply for a certificate. Who is this course for? This course is specifically designed for individuals who are intending to work in a nursery or preschool environment or take responsibility for a group of young children's welfare. Career Path The training delivered by the Nursery Nurse Course will benefit those in the UK's education system, who are primarily responsible for the welfare of young children. As such, it is most appropriate for the following careers and roles: Nursery Nurse Nursery or Preschool Practitioner Nannies or Childminders Preschool Teachers and Teaching Assistants Early Years Practitioner
Office Skills & Administration (Office Management) Training for Receptionist & Executive PA Enhance your communication, time management, and problem solving skills with our Office Skills & Administration (Office Management) Training for Receptionist & PA Certificate course! Are you willing to lead the managerial function in an organisation? Our Office Skills & Administration (Office Management) Training for Receptionist & PA Certificate course is a comprehensive program for you to enhance your knowledge and skills in this field. The Office Skills & Administration (Office Management) Training for Receptionist & PA Certificate course is divided into 13 modules, each of which focuses on a distinct management topic. The Foundations of Office Administration and the Basics of Microsoft Office Skills are covered in order in the Office Skills & Administration (Office Management) Training for Receptionist & PA Certificate course. You will learn about mail services, shipment information, and quality maintenance from our Office Skills & Administration (Office Management) Training for Receptionist & PA Certificate course. This Office Skills & Administration (Office Management) Training for Receptionist & PA Certificate course module will show you how to manage risks and challenges that you may encounter in your professional life. You will also learn business strategy, etiquette rule-making, and marketing technology in this Office Skills & Administration (Office Management) Training for Receptionist & PA Certificate course. You could look into a variety of job options after completing the Office Skills & Administration (Office Management) Training for Receptionist & PA Certificate course. Don't pass up this chance to make an investment in your future. Enroll in the Office Management and Administration course right away to begin your successful learning journey. Learning Outcomes Know about the fundamentals of Office Administration. Recognize the opportunities in Office Administration. Learn about the requirements, duties and responsibilities of Office Administration. Get knowledge about how to develop effective skills for office management and administration and how to become a great office administrator. Get an overview of shipping and mail services in the UK. Learn about royal mail services and the alternatives to royal mail. Understand the ways to create effective plans and schedules and Work Breakdown Structure (WBS)in project management. Get the ultimate guide to project planning. Recognize the importance and processes of risk management. Acknowledge effective techniques and skills to develop business writing skills. Know about business document structure, meaning and the importance of editing and Proofreading. Get an overview of time management. Learn about the basics of Microsoft Office Skills and the key benefits of using Microsoft Office Skills. Main Course: Level 5 Office Management and Administration Free Courses are including with this Office Skills & Administration (Office Management) Training for Receptionist & PA Course Along with The Level 5 Office Management and Administration Course, We Offer a free Diploma in Medical Receptionist and Secretary Course Along with The Level 5 Office Management and Administration Course, We Offer a free Executive Secretary & PA Training Course Special Offers of this Office Skills & Administration (Office Management) Training for Receptionist & PA Course This Office Skills & Administration (Office Management) Training for Receptionist & PA Course includes a FREE PDF Certificate. Lifetime access to this Office Skills & Administration (Office Management) Training for Receptionist & PA Course Instant access to this Office Skills & Administration (Office Management) Training for Receptionist & PA Course Get FREE Tutor Support to this Office Skills & Administration (Office Management) Training for Receptionist & PA Course Office Skills & Administration (Office Management) Training for Receptionist & Executive PA The Office Skills & Administration (Office Management) Training for Receptionist & PA Certificate course will help you better understand Job Search and Interview Skills and other important topics. You will have learned all of the necessary skills and knowledge to be successful in this sector after completing the Office Administration and Management course. The office management and administration course will help you better understand Job Search and Interview Skills and its key areas. You will have achieved all of the necessary skills and knowledge to be successful in this industry by completing an Office Skills & Administration (Office Management) Training for Receptionist & PA Certificate course. Who is this course for? Office Skills & Administration (Office Management) Training for Receptionist & Executive PA For individuals hoping to get a head start or who want to become future professionals in this Office Management and Administration field, the Office Management and Administration course is perfect. This Office Management and Administration course has been created to strengthen your CV and increase your competence. Requirements Office Skills & Administration (Office Management) Training for Receptionist & Executive PA To enrol in this Office Skills & Administration (Office Management) Training for Receptionist & PA Certificate Course, students must fulfil the following requirements. To join in our Course, you must have a strong command of the English language. To successfully complete our Course, you must be vivacious and self driven. To complete our Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Course. Career path Office Skills & Administration (Office Management) Training for Receptionist & Executive PA You will be able to grasp your abilities for a career in the appropriate employment field, such as: Office Management Assistant, Officer, or Office Management and Administration, after completing the Office Management and Administration course.
Overview Mastering data science skills and expertise can open new doors of opportunities for you in a wide range of fields. Learn the fundamentals and develop a solid grasp of Python data science with the comprehensive Data Science with Python course. This course is designed to assist you in securing a valuable skill set and boosting your career. This course will provide you with quality training on the fundamentals of data analysis with Python. From the step-by-step learning process, you will learn the techniques of setting up the system. Then the course will teach you Python data structure and functions. You will receive detailed lessons on NumPy, Matplotlib, and Pandas. Furthermore, you will develop the skills for Algorithm Evaluation Techniques, visualising datasets and much more. After completing the course you will receive a certificate of achievement. This certificate will help you create an impressive resume. So join 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? This course Data Science with Python course is ideal for beginners in data science. It will help them develop a solid grasp of Python and help them pursue their dream career in the field of data science. 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 And much more! Course Curriculum 90 sections • 90 lectures • 10:19:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:04:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:06:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00
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