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Do you want to master the essential mathematical skills for data science and machine learning? Do you want to learn how to apply statistics and probability to real-world problems and scenarios? If yes, then this course is for you! In this course, you will learn the advanced concepts and techniques of statistics and probability that are widely used in data science and machine learning. You will learn how to describe and analyse data using descriptive statistics, distributions, and probability theory. You will also learn how to perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data. You will gain hands-on experience with practical exercises and projects using Python and R. Learning Outcomes By the end of this course, you will be able to: Apply descriptive statistics, distributions, and probability theory to summarise and visualise data Perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data Use Python and R to implement statistical and machine learning methods Interpret and communicate the results of your analysis using appropriate metrics and visualisations Solve real-world problems and scenarios using statistics and probability Why choose this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 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. Who is this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course for? This course is for anyone who wants to learn the advanced concepts and techniques of statistics and probability for data science and machine learning. This course is suitable for: Data scientists, machine learning engineers, and analysts who want to enhance their skills and knowledge Students and researchers who want to learn the mathematical foundations of data science and machine learning Professionals and managers who want to understand and apply data-driven decision making Hobbyists and enthusiasts who want to explore and learn from data Anyone who loves statistics and probability and wants to challenge themselves Career path Data Scientist (£35,000 - £55,000) Machine Learning Engineer (£40,000 - £60,000) Statistician (£35,000 - £55,000) Data Analyst (£40,000 - £60,000) Business Intelligence Analyst (£45,000 - £65,000) Senior Data Analyst (£50,000 - £70,000) Prerequisites This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 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. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £135 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Section 01: Let's get started Welcome! 00:02:00 What will you learn in this course? 00:06:00 How can you get the most out of it? 00:06:00 Section 02: Descriptive statistics Intro 00:03:00 Mean 00:06:00 Median 00:05:00 Mode 00:04:00 Mean or Median? 00:08:00 Skewness 00:08:00 Practice: Skewness 00:01:00 Solution: Skewness 00:03:00 Range & IQR 00:10:00 Sample vs. Population 00:05:00 Variance & Standard deviation 00:11:00 Impact of Scaling & Shifting 00:19:00 Statistical moments 00:06:00 Section 03: Distributions What is a distribution? 00:10:00 Normal distribution 00:09:00 Z-Scores 00:13:00 Practice: Normal distribution 00:04:00 Solution: Normal distribution 00:07:00 Section 04: Probability theory Intro 00:01:00 Probability Basics 00:10:00 Calculating simple Probabilities 00:05:00 Practice: Simple Probabilities 00:01:00 Quick solution: Simple Probabilities 00:01:00 Detailed solution: Simple Probabilities 00:06:00 Rule of addition 00:13:00 Practice: Rule of addition 00:02:00 Quick solution: Rule of addition 00:01:00 Detailed solution: Rule of addition 00:07:00 Rule of multiplication 00:11:00 Practice: Rule of multiplication 00:01:00 Solution: Rule of multiplication 00:03:00 Bayes Theorem 00:10:00 Bayes Theorem - Practical example 00:07:00 Expected value 00:11:00 Practice: Expected value 00:01:00 Solution: Expected value 00:03:00 Law of Large Numbers 00:08:00 Central Limit Theorem - Theory 00:10:00 Central Limit Theorem - Intuition 00:08:00 Central Limit Theorem - Challenge 00:11:00 Central Limit Theorem - Exercise 00:02:00 Central Limit Theorem - Solution 00:14:00 Binomial distribution 00:16:00 Poisson distribution 00:17:00 Real life problems 00:15:00 Section 05: Hypothesis testing Intro 00:01:00 What is a hypothesis? 00:19:00 Significance level and p-value 00:06:00 Type I and Type II errors 00:05:00 Confidence intervals and margin of error 00:15:00 Excursion: Calculating sample size & power 00:11:00 Performing the hypothesis test 00:20:00 Practice: Hypothesis test 00:01:00 Solution: Hypothesis test 00:06:00 T-test and t-distribution 00:13:00 Proportion testing 00:10:00 Important p-z pairs 00:08:00 Section 06: Regressions Intro 00:02:00 Linear Regression 00:11:00 Correlation coefficient 00:10:00 Practice: Correlation 00:02:00 Solution: Correlation 00:08:00 Practice: Linear Regression 00:01:00 Solution: Linear Regression 00:07:00 Residual, MSE & MAE 00:08:00 Practice: MSE & MAE 00:01:00 Solution: MSE & MAE 00:03:00 Coefficient of determination 00:12:00 Root Mean Square Error 00:06:00 Practice: RMSE 00:01:00 Solution: RMSE 00:02:00 Section 07: Advanced regression & machine learning algorithms Multiple Linear Regression 00:16:00 Overfitting 00:05:00 Polynomial Regression 00:13:00 Logistic Regression 00:09:00 Decision Trees 00:21:00 Regression Trees 00:14:00 Random Forests 00:13:00 Dealing with missing data 00:10:00 Section 08: ANOVA (Analysis of Variance) ANOVA - Basics & Assumptions 00:06:00 One-way ANOVA 00:12:00 F-Distribution 00:10:00 Two-way ANOVA - Sum of Squares 00:16:00 Two-way ANOVA - F-ratio & conclusions 00:11:00 Section 09: Wrap up Wrap up 00:01:00 Assignment Assignment - Statistics & Probability for Data Science & Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

Take your basic cyber security knowledge to a new level with this exciting course that promises to be educational, informative, and fun-filled. Build upon a basic foundation in cyber security with a strong focus on networking, privacy and anonymity, malware, email security, backups and encryption, and Windows 10 Hardening.

Electronics Equipment Repair 2 (Online Virtual Classroom) is a follow on course to Electronics Equipment Repair 1. This course builds on the skills gained and enables participants to build, test and fault-find more complex Analogue Electronic circuits

Combination Course - Level 4 'Laser Hair & Laser Tattoo Removal Course' inc Core of knowledge certification. £5500. Including a brand new Dual Picoway & 808nm Removal Machine. PLUS core of knowledge and level 3 anatomy & physiology certification included. No experience required.

Take your beauty therapy skills to the next level with our Comprehensive Aesthetic Specialist Training Package. This all-inclusive package combines six of our most sought-after VTCT Level 4 courses, providing you with the knowledge and practical experience to offer a wide range of advanced aesthetic treatments. Our package includes the following courses: Level 4 Award in Skin Needling: Learn the art of skin rejuvenation with this microneedling course, which is ever growing in the industry. Level 4 Award in Dermaplaning: Learn the art of dermaplaning, a popular exfoliating treatment that removes dead skin cells and peach fuzz, leaving the skin smooth and radiant. Level 4 Award in High-Intensity Focused Ultrasound (HIFU): Gain the skills to offer HIFU treatments, a non-invasive procedure that tightens and lifts the skin, reducing the appearance of wrinkles and improving skin elasticity. Level 4 Certificate in Radio Frequency: Master the principles and practice of radio frequency therapy, a treatment that stimulates collagen production to reduce the appearance of fine lines and loose skin. Level 4 Chemical Skin Peels: Learn to perform skin peeling treatments, which can improve the appearance of the skin by reducing the visibility of scars, wrinkles, and hyperpigmentation. Level 4 in Ultrasound: Add ultrasound therapy to your repertoire, a treatment that can promote cellular renewal and repair, tone muscles, increase blood circulation, and improve skin care product penetration. Laser Hair Removal: Become a fully qualified laser aesthetic technician, capable of providing high-quality, safe, and effective laser hair removal treatments. Benefits of the Package: This comprehensive package is designed to equip you with a broad range of skills, making you a versatile and highly sought-after professional in the aesthetics industry. By completing these courses, you will not only expand your treatment offerings but also enhance your career prospects, whether you're looking to work in a salon, spa, or start your own business. What's Included: Each course in this package includes the VTCT Level 4 Qualification, all certificate and examination fees, refreshments, a complimentary treatment for your model, a professional treatment kit, membership discounts, and access to online community support groups. Flexible Payment Options: We understand that investing in your future is a big decision. That's why we offer flexible payment options, allowing you to spread your training costs over 3, 6, 9, or 12 months interest-free. Secure your place in our Comprehensive Aesthetic Specialist Training Package today with a minimal deposit. Join Us: Embark on a transformative journey with the Cosmetic College. Enhance your skills, boost your career, and become a highly qualified aesthetic specialist. Contact us today to learn more about our Comprehensive Aesthetic Specialist Training Package.

Learn how to create posters, newspapers design, magazines design, brochures, presentation, books, and ebooks through our Adobe InDesign CC Advanced course to pursue the best position in this role. The contents of the course instruct you to learn all these aforementioned aspects exponentially and easily. The course teaches you how to use InDesign scripts to create multiple designs using color, inserting images and videos, changing forms of letters and many more things. It also guides you on how to create image girds, large table based design, and illustration using theme and color mode. Furthermore, it teaches you different types of styles so that you can distinguish the pros and cons in order to teach you the easiest way of graphic design However, learning this course, you can start your career as a design master effectively. Who is this course for? Adobe InDesign CC Advanced is suitable for anyone who wants to gain extensive knowledge, potential experience and professional skills in the related field. This course is CPD accredited so you don't have to worry about the quality. Requirements Our Adobe InDesign CC Advanced is open to all from all academic backgrounds and there is no specific requirements to attend this course. It is compatible and accessible from any device including Windows, Mac, Android, iOS, Tablets etc. CPD Certificate from Course Gate  At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Introduction Introduction 00:04:00 Advanced Document Setup Saving to Previous Versions 00:02:00 Saving Templates 00:03:00 Using Different Page Sizes 00:03:00 Sectioning for Page Numbering 00:07:00 Working with Text Flow Using Breaks 00:06:00 Working with Tabs 00:05:00 Creating Jump Lines 00:05:00 Auto-sizing Text Frames 00:00:00 Using Text on a Path 00:08:00 Working with Text Outlines 00:03:00 Advanced Text Options Replacing Fonts 00:04:00 Changing Text Formatting 00:04:00 Applying Character Formatting 00:00:00 Using Bullets and Numbering 00:04:00 Understanding Types of Spaces 00:05:00 Understanding Types of Dashes 00:06:00 Using Grep 00:04:00 Editing AutoCorrect 00:03:00 Beyond the Basics - Text Styles Loading Styles 00:03:00 Redefining Styles 00:03:00 Creating Group Styles 00:03:00 Using Nested Styles 00:05:00 Using Hyphenation and Justification 00:05:00 Understanding Keep Options 00:02:00 Breaking a Link to a Style 00:02:00 Advanced Place Options Using Place Text Options 00:06:00 Using Place Image Options 00:10:00 Placing Adobe Illustrator Files 00:03:00 Using Metadata Caption 00:06:00 Placing InCopy Documents 00:05:00 Using Anchored Objects 00:05:00 Illustration in InDesign Using the Pen Tool 00:08:00 Using the Direct Selection Tool 00:02:00 Understanding Pathfinder Panel Basics 00:07:00 Using Advanced Alignment 00:04:00 Organizing Swatches Using Color Groups 00:03:00 Loading Swatches 00:01:00 Loading the CC Libraries 00:05:00 Converting Tables Converting a Table to Text 00:02:00 Converting Text to a Table 00:02:00 Working with Headers and Footers 00:04:00 Embedding Cell Styles into Table Styles 00:05:00 Working with Long Documents Creating Books 00:04:00 Developing a Table of Contents and Bookmarks 00:09:00 Creating Interactive Elements Inserting QR Codes 00:05:00 Creating Bookmarks 00:04:00 Using Hyperlinks 00:05:00 Applying Page Transitions and Exporting to PDFs 00:05:00 Conclusion Course Recap 00:03:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

On successful completion of the ID Liner Gloss & Go™ Lip Blush training course, students will not only be given the skills and tools to offer this incredibly popular treatment to their clients but will also be permitted to advertise the trademark, giving them an edge in a competitive market.

The objective of the ID Liner Permanent Eyeliner fundamental course is to teach you how to achieve this look for your clients. It is the perfect solution for clients who struggle to draw on their own eyeliner or who just want an expertly enhanced look 24/7

Description The Implementing Cisco IP Routing is a qualifying exam for the Cisco Certified Network Professional CCNP, Cisco Certified Internetwork Professional CCIP, and Cisco Certified Design Professional CCDP certifications. This Cisco CCNP Implementing Cisco IP Routing (Route) v2.0 Training will help you to be certified Successfully with all the important knowledge and skills necessary to use advanced IP addressing and routing in implementing scalable and secure Cisco ISR routers connected to LANs and WANs. The exam also covers configuration of secure routing solutions to support branch offices and mobile workers. This is an advanced course on Cisco routing configuration for both IPv4 and IPv6. In this course, you will gain the knowledge to configure and optimize a routing domain using OSPF, EIGRP, BGP, PBR, IP SLA and configure redistribution when needed. It also includes the configuration of highly secure routing solutions to support branch offices and mobile workers. Assessment & Certification To achieve a formal qualification, you are required to book an official exam separately with the relevant awarding bodies. However, you will be able to order a course completion CPD Certificate by paying an additional fee. Hardcopy Certificate by post - £19 Soft copy PDF via email - £10 Requirements Our Cisco CCNP Implementing Cisco IP Routing (Route) v2.0 Training 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. Routing Services Complex Enterprise Network Frameworks, Architectures, and Models FREE 00:15:00 Creating, Documenting, and Executing an Implementation Plan 00:09:00 Overview of IP Routing 00:12:00 RIPNG 00:26:00 Configuring the Enhanced Interior Gateway Routing Protocol Understanding EIGRP Terminology and Operation 00:14:00 Planning EIGRP Routing Implementations 00:03:00 Configuring and Verifying EIGRP 00:03:00 Enable EIGRP Routing 00:01:00 Define EIGRP Networks 00:03:00 Define Bandwidth on Interfaces 00:01:00 Enable and Disable EIGRP Automatic Summarization 00:01:00 Passive Interface 00:02:00 IP Default Network 00:03:00 Configure a Router to Advertise a Default Route as the Gateway 00:02:00 Example of the IP Route Next Hop Command 00:01:00 Example of the IP Route Quad Zero Command 00:01:00 Summarization in Discontiguous Networks 00:01:00 Configuring and Verifying EIGRP in an Enterprise WAN 00:03:00 Disabling Automatic Summarization 00:01:00 Frame Relay Using Dynamic Mapping 00:03:00 EIGRP over Layer 3 MPLS VPNs 00:02:00 EIGRP over Layer 2 MPLS VPNs 00:04:00 Configuring and Verifying EIGRP Authentication 00:04:00 Configure Authentication Mode for EIGRP 00:02:00 Configure the Key Chain 00:01:00 Optimizing EIGRP Implementations 00:05:00 Enable Authentication to use the Key Chain 00:01:00 EIGRP 00:21:00 Configuring the Open Shortest Path First Protocol Understanding OSPF Terminology and Operation 00:20:00 OSPF Packets 00:11:00 Planning OSPF Routing Implementations 00:06:00 Basic OSPF Verification and Configuration 00:09:00 Configuring Single Area OSPF 00:02:00 Configuring Multi Area OSPF 00:01:00 EIGRP over Layer 3 MPLS VPNs 00:02:00 OSPF Network Types 00:11:00 Assigning Router Priority 00:02:00 Override the Default Interface Cost 00:01:00 Configure a Key for Simple Authentication 00:01:00 Configure the MD5 Key-ID and Key 00:02:00 Verifying Simple Password Authentication 00:01:00 OSPF 00:19:00 Manipulating Routing Updates Assessing Network Routing Performance Issues 00:05:00 Using Multiple Routing Protocols on a Network 00:09:00 Redistribution Supports All Routing Protocols 00:01:00 Implementing Route Redistribution 00:07:00 Redistribute Routes into RIP 00:03:00 Redistribute Routes into OSPF 00:04:00 Default Metric for Routing Protocols 00:02:00 Redistributing Routes into EIGRP 00:05:00 Applying Metric Values for EIGRP 00:03:00 Modifying the Administrative Distance for all Routing Protocols 00:06:00 Changing OSPF AD 00:15:00 Controlling Routing Update Traffic 00:11:00 Route Map 00:10:00 Using Distribute Lists and Filter Incoming Routing Updates 00:03:00 Defining a Filter for Outgoing Routing Commands 00:02:00 Distribute List In or Out and Examples 00:06:00 Distribute Lists to Avoid Route Feedback 00:05:00 Fallbacks of Distribute Lists 00:01:00 Using Prefix Lists 00:02:00 Implementing Path Control Understanding Path Control 00:05:00 Similarities of ACLs and Prefix Lists 00:01:00 Implementing Path Control using Offset-Lists 00:02:00 Configuring a Prefix List 00:04:00 Implementing Path Control Using Offset-Lists 00:03:00 Verify Offset-Lists 00:01:00 Implementing Path Control using IOS IP SLAs 00:10:00 Cisco IOS IP SLAs 00:01:00 IP SLAs Applications 00:01:00 Operations - Responders and Sources 00:01:00 IP SLAs Operations 00:01:00 Steps to Deploying IP SLAs 00:01:00 IP SLA - ICMP ECHO and ICMP ECHO Sub Commands 00:04:00 IP SLA Schedules 00:05:00 Define Tracking Objects to Track the State of IP SLAs Operations 00:02:00 Configuring Track Delay 00:01:00 Configure a Static Route for IP SLAs Tracking 00:03:00 Verify IP SLAs using Method 1 00:02:00 Verify IP SLAs using Method 2 00:02:00 Implement Path Control using Policy-Based Routing 00:09:00 Implement Path Control using Policy-Based Routing 00:01:00 Configure PBR 00:01:00 Logical PBR Operation 00:01:00 Route-Map Commands for PBR 00:03:00 Match Statements and Conditions 00:03:00 Match Commands Used in PBR 00:01:00 Specify Criteria to be Matched using Prefix Lists of ACLs 00:01:00 Specify Criteria to be Matched by Packet Length 00:01:00 Modify Matching Conditions using Set Statements 00:01:00 Set Conditions 00:03:00 Set Commands used in PBR 00:02:00 Specify the Next Hop IP Address for Matching Packets 00:01:00 Specify Interfaces Through which Packets Can be Routed 00:01:00 Specify a List of Default Next-Hop IP Addresses 00:02:00 Specify a List of Default Interfaces 00:02:00 Mark Packets Using the IP ToS Field 00:02:00 Set the 3 IP Precedence Bits in the IP Packet Header 00:01:00 Set IP Precedence Parameters 00:02:00 Identify a Route Map to Use for Policy Routing on an Interface 00:01:00 Various Methods to Verify PBR 00:02:00 Advanced Path Control Tools 00:02:00 Implementing a Border Gateway Protocol Solution for ISP Connectivity BGP Terminology, Concepts, and Operation 00:20:00 EGP and IGP 00:01:00 AS 00:02:00 IANA 00:01:00 RIRs 00:02:00 AS Numbers 00:03:00 Facts about BGP 00:03:00 BGP Neighbors 00:03:00 BGP Operational Overview 00:02:00 BGP Use between ASs 00:01:00 BGP and IGPs 00:01:00 Connecting Enterprise Networks to Internet Service Providers 00:02:00 Configuring BGP 00:12:00 Questions for Deploying Routing and Connection 00:02:00 Public IP Address Space 00:02:00 Configure Static Routes 00:02:00 Configure the Default Local Preference 00:01:00 Define BGP as the IP Routing Protocol 00:03:00 Router BGP Command Parameters 00:01:00 Identify Peer Router to Establish a BGP Session 00:02:00 Create a Peer Group 00:02:00 Assign Neighbors as Part of the Peer Group 00:02:00 Disable an Existing BGP Neighbor or Peer Group Relationship 00:02:00 Establish the IBGP Session Using a Loopback Interface 00:02:00 IBGP Source IP 00:03:00 Increase the TTL for EBGP Connections 00:03:00 Configure the Router as the Next Hop for a BGP Speaking Peer 00:02:00 Verifying and Troubleshooting BGP 00:01:00 Basic BGP Path Manipulation Using Route Maps 00:05:00 Filtering BGP Routing Updates 00:02:00 Implementing Routing Facilities for Branch Offices and Mobile Workers Planning the Branch Office Implementations 00:15:00 NAT 00:09:00 Planning for Mobile Worker Implementations 00:03:00 Routing Traffic to the Mobile Worker 00:02:00 Implementing IPv6 in the Enterprise Network Introducing IPv6 00:07:00 Configuring and Verifying IPv6 Unicast Addresses 00:06:00 Routing IPv6 Traffic 00:01:00 Configuring Static Routing 00:04:00 Configuring OSPFv3 00:07:00 OSPFv3 00:22:00 Configuring EIGRP for IPv6 00:03:00 EIGRP for IPv6 00:18:00 Multiprotocol BGP (MP-BGP) 00:03:00 Mock Exam Mock Exam- Cisco CCNP Implementing Cisco IP Routing (Route) v2.0 Training 00:20:00 Final Exam Final Exam- Cisco CCNP Implementing Cisco IP Routing (Route) v2.0 Training 00:20:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Overview This course is designed to gain advanced sales techniques through traditional and modern selling techniques. It will help train the participants for a wide range of sale environments in diverse sectors. With the increase in neck-to-neck competition sales have become a major factor and a lot of new philosophies and modern techniques including new sales methodology has been introduced in the sales industry. As a salesperson who is directly involved in sales or even managers who are into products and services, knowing how to sell is an incredibly useful skill. The course is designed with a lot of practical exercises, and modern techniques, taking from basic to advance level which will help the delegates to attain the skills they require and start implementing what they learned.