2001 Courses

Level 3 Sage 50 Certification For quite a while, there has been an interest in the UK and somewhere else for dependable experts who can help deal with the organization accounts. Effective and prepared bookkeeping experts can help organizations center around extension and openings, give knowledge into the monetary status of the business and help to decide future business methodology. The 10 modules in this Sage 50 Accounts Certification course will give the colleague the chance to get familiar with the highlights and devices gave in Sage 50 Accounts, to pursue obligation, keep up credit control, execute cluster handling, comprehend the review trail and oversee citations. What's Covered in the Course? The significance of citations, how they can be utilized to support deals and draw in clients and how to change over citations into deals orders. A nearer comprehension of pursuing obligation and keeping up credit control. Organizations regularly offer credit to clients, and the colleague will figure out how to circle back to client installments and control credit levels. How exchanges can be prepared in clusters, to save time and exertion. The Sage 50 Accounts Certification course will show the colleague how to oversee clump exchanges, including bunch installments. The significance of understanding a review trail. Colleagues will figure out how to decipher diverse data in the review trail, by utilizing the capacities in the Sage 50 Accounts programming. How inaccurate exchanges can prompt mistakes in the business' records that may wind up bringing about fines and punishments. How planning structures a critical part of cost control. The course will show colleagues to utilize the highlights of Sage 50 Records to make divisions and spending plans, to keep up improved power over monetary and stock assets. The most effective method to plan reports for various client profiles and various goals. Representatives will figure out how to utilize the report capacity for their potential benefit, to empower them to produce tasteful, useful and precise reports for the end-client. What are the Benefits of the Course? Assist the business with drawing in deals, as a favorable to forma receipt gives definite data in regards to the item. Expanded trust in getting ready financial plans, to control costs; customary correlations of the genuine qualities with the financial plan can give understanding into business execution; Clients, financial backers and investors are bound to be content with the imaginative and appealing reports that the framework can produce for their advantage; Expanded trust in the business' records, as the framework tracks the review trail, controls costs and corrects mistaken exchanges; The representative can get to the course materials all day, every day and on any gadget

Cash Flow Statements and Logistics Income articulations are essential to business activity and execution. They impact business activity, financing and venture. Inventory network and coordinations are additionally significant parts of income the board in any business. Addressing coordinations issues can improve income. Decrease of stock is the principle way organizations can undoubtedly improve their income. In spite of the fact that business drivers are free, they additionally center around expanding income. Appropriate comprehension of the coordinations cycle, estimation of progress and coordinations the executives are generally key to arriving at business potential. This course has been intended to assist you with understanding income proclamations and their part in business activities. The course initially characterizes income explanations and their different capacities. Then, it records different parts or classes of income proclamations and proceeds to examine each in detail. The course gives a concise depiction of how to peruse income explanations. It at that point clarifies the connection among coordinations and income. It examines how organizations can use calculated practices to improve their income. The course is for you on the off chance that you are keen on money, bookkeeping or thinking about beginning your own organization. You Will Learn: The meaning of income articulations The segments of income explanations Step by step instructions to peruse an income explanation The connection between income and coordinations Income drivers How coordinations drive income Advantages of the Course Taking This Course Will Help You: Comprehend income explanations Comprehend the substance of income in business activity Perceive income drivers Figure out how to improve income through coordinations Gain inspiration to study business bookkeeping Decide whether you might want to contemplate bookkeeping further and take up a profession thusly

Sage 50 Certification Level 2 The second of a 3-level accreditation program, the Sage 50 Level 2 course offers a middle of the road comprehension of this product. While finish of the Level 1 course is energetically suggested, this course can be finished by staff who as of now have a fundamental information on Sage 50. An extraordinary alternative for giving professional success openings and abilities preparing, this accreditation program centers around the conditional parts of your business, which is expected to improve recordkeeping and deals the executives. What's Covered in the Course? In this course, staff will learn: The essentials of gatherings and prepayments, including month end reports and setting up prepayments; The most effective method to set up fixed resources and figure devaluation esteems, including how to utilize an Asset Disposal Wizard, fixing mistakes and the administration of client and provider data; The most effective method to deal with buy orders, stock control and checking, including how to make, correct and erase requests and what to look like up past orders, while keep up stock levels; Step by step instructions to set item estimating, fabricate a value list and compute client limits and credits; The total deals request measure, for example, despatching a request, distributing stock and making a review trail. What are the Benefits of the Course? Here are the advantages of taking the course: Limits the requirement for bookkeepers outside of your association, saving you both time and cash; Assists your worker with progressing from manual to mechanized bookkeeping frameworks, while expanding on their expert turn of events; Can undoubtedly be finished at home or at work, at a speed that suits the requests of regular daily existence, making it helpful and simple to-follow, regardless of where your representative gets to it; Gives the necessary foundation and detail, to try learning results, and gives your representative the necessary certainty, to promptly start carrying out every module.

Sage 50 Certification Level 1 This Sage 50 confirmation course is ideal for anybody intrigued by Level 1 Sage Accounts preparing. In the event that your association is a little or medium-sized business, this confirmation would be helpful in furnishing workers with the nuts and bolts of bookkeeping. The Sage 50 programming is quite possibly the most notable and very much utilized bookkeeping programs all through the UK. Every one of the 10 modules is intended to furnish your colleagues with the necessary abilities and cycles, to accomplish an effective records division. What's Covered in the Course? Not certain if this is the correct program for you or your association? This is what you will discover inside this course: Bookkeeping fundamentals and monetary administration utilizing the Sage 50 programming; Foundation data to and the historical backdrop of Sage 50, including the benefits of embracing this product; The arrangements and highlights of Sage 50, for example, how you can improve your bookkeeping and monetary administration; The establishment and set-up of the product, just as how to reestablish back-up records, so you'll never lose urgent information again; The most effective method to explore through the Sage 50 programming, including how to print reports; An outline of the graph of records, which will permit representatives to get a handle on significant phrasing and make or potentially adjust these reports; Bank records and compromise, so you'll generally have exact records of your records; The creation and support of frivolous money, provider and client records; Making and overseeing deals solicitations and receipts and the contrasts between them. What are the Benefits of the Course? Here are only a couple of the advantages of taking the course: No essentials are needed for this course, implying that you can offer this preparation program to any of your workers; Representatives going through this preparation will become familiar with the nuts and bolts and basics of the Sage 50 Accounting Software, in a simple to-follow design that works inside their timetable, so they will not need to bargain between completing their work and finishing this course; The product comes in a few variants, making it easy to understand and simple to learn/utilize, while giving effective bookkeeping and monetary administration for little and medium measured organizations; so any representative can utilize it, subsequent to being prepared; It gives genuine cycles, which prompts workers who are sure about the Sage 50 framework outside of the preparation, and convey precise outcomes - this implies representatives are prepared to try their abilities from the very first moment!

Sage 50 Certification Level 1-3 Is it accurate to say that you are hoping to overhaul your finance staff or possibly your bookkeeping framework? The Sage 50 programming is utilized all through the UK and can make bookkeeping rehearses inside your business simpler and more proficient. This program offers the total preparing program, from fledgling level to cutting edge level, creating this an extraordinary open door to propel staff in the records office. Each level offers 10 modules that become really testing and expand on past information, as the course advances. There could be no greater chance to select or give this preparation to an individual from your staff. What's Covered in the Course? This confirmation program is separated into three levels: fledgling, middle of the road and progressed. Each level offers such a lot of substance, which you can see beneath: Level 1: Beginner Bookkeeping essentials and monetary administration utilizing the Sage 50 programming; Foundation data to and the historical backdrop of Sage 50, including the benefits of embracing this product; The arrangements and highlights of Sage 50, for example, how you can improve your bookkeeping and monetary administration; The establishment and set-up of the product, just as how to reestablish back-up records, so you'll never lose critical information again; Step by step instructions to explore through the Sage 50 programming, including how to print reports; An outline of the graph of records, which will permit representatives to get a handle on significant wording and make as well as alter these reports; Bank records and compromise, so you'll generally have precise records of your records; The creation and upkeep of negligible money, provider and client records; Making and overseeing deals solicitations and receipts and the contrasts between them. Level 2: Intermediate: Get familiar with the fundamentals of accumulations and prepayments, including month end reports and setting up prepayments; The most effective method to set up fixed resources and ascertain devaluation esteems, including how to utilize an Asset Disposal Wizard, fixing mistakes and the administration of client and provider data; Preparing buy orders, stock control and checking, including how to make, revise and erase requests and what to look like up past orders, while keeping up stock levels; The most effective method to set item evaluating, construct a value list and ascertain client limits and credits; The total deals request measure, for example, despatching a request, distributing stock and making a review trail. Level 3: Advanced The significance of credit control and how to carry out control methodology, including seeing client history and matured equilibriums and hailing exchange debates; Instructions to oversee VAT, including returns, changing installment frameworks and clearing accounts; An outline of utilizing unfamiliar monetary standards, like exchanging, change, managing unfamiliar providers or potentially clients, bank moves and getting to exchanges and solicitations; Venture the board, including appointing costs and the administration of assets, recording costs, dispensing and accommodating stocks and charging clients; Producing project reports and making preliminary adjusts and benefit/misfortune proclamations. What are the Benefits of the Course? Here are the advantages of taking the course: You get every one of the 6 Sage 50 courses in one simple to-follow bundle - extraordinary for novices and those with a current central information; Staff can gain from the solace of their home or while at the workplace, and the course can oblige their individual learning pace; The substance can be applied as they learn, so they don't need to stand by until each of the three levels have been finished, prior to incorporating their learning; No essentials are needed for you or your staff, to begin.

Introduction: Learning about the cash flow statement is absolutely essential to anyone involved in finance, whether you're a company accountant, own your own business or are aspiring to learn more about finance. This course provides a comprehensive guide to the cash flow statement, including the purpose of the statement, a history of its origins and the people and types of businesses involved. From the major categories to include, to the methods and rules of compilation and important tips and hacks, this course covers everything you need to know regarding every aspect of the cash flow statement.   What You Will Learn A full definition of and history of the cash flow statement The purpose it serves and the role-players involved The various categories to include in the statement The methods and rules of compiling the statement The documents and professional tips you need, to compile the ultimate cash flow statement Benefits of Taking This Course You will attract new investors and assure your current shareholders of your position You will improve your chances of climbing the ladder in your company You will improve your cash flow situation and minimise financial risk You will be able to compile a cash flow statement without any assistance You will take your small business to the next level by understanding cash flow Course Modules: Module 01: Background and History Module 02: Cash Flow Statement Categories Module 03: Methods and Rules Module 04: Important Tips and Documents

Fundamental Accounting Certificate The Accounting Course offers understudies the important data needed to deal with your business better or start a vocation in the monetary business in the United Kingdom. This internet instructional class furnishes understudies with guidance that will put you on the way to starting a profession as an effective bookkeeper. Bookkeeping assumes a basic part in keeping up and preparing the significant monetary data that assists with working a beneficial business. This is a wide subject that centers around bookkeeping records, yet on accounting, charges and on all parts of money. To set you up in such manner, this course offers you an exhaustive outline of what you can anticipate from your profession in bookkeeping and money. Prologue to the Accounting Course As this is an internet instructional class understudies can examine educational program at whatever point and any place it is advantageous for them. Many enlisted understudies are as yet ready to work all day and keep a functioning way of life. Our examination material is effortlessly gotten to across any gadget with a web association with online help accessible while you train. After effective consummation of this course and a different decision test, you will be granted your endorsement. For a little expense, we can post the declaration for you, or you can download and print it from home. What You Will Learn The bookkeeping confirmation course plans understudies for a vocation in the monetary business by offering an extensive outline of bookkeeping and money. This course will cover: A presentation into the significance of bookkeeping A glance at four different ways to structure your business Step by step instructions to manage significant government bodies, enrolling and recording The advantages of a business ledger Step by step instructions to set up a business ledger Assessing financing hotspots for your business Managing cash from clients Step by step instructions to monitor business expenses and assessment help The fundamentals of recordkeeping and accounting The most effective method to manage charges Utilizing staff Removing cash from your business Step by step instructions to peruse the benefits, money and proportions in your records Utilizing determining techniques to anticipate what's to come Instructions to know whether you need a bookkeeper Moral acts of a bookkeeper Advantages of the Accounting Diploma The Accounting Diploma offers understudies an assortment of advantages. These incorporate the accompanying: The accommodation of concentrating from home, or anyplace with a web association. The capacity to learn at your own speed. There is no time limit for this course, so on the off chance that it requires days, weeks or months, you can in any case finish your investigations. Study material that is accessible across any gadget with a web association including PCs, tablets or cell phones. Helpful simple to oversee course modules that make concentrating more charming. Online help accessible to help keep you centered while you study. The chance to pick up utilizing a far reaching prospectus that helps you in securing the information important to begin your profession in bookkeeping. Improving your possibilities while you apply for work in the monetary business. After effective course fulfillment, you will acquire a confirmed and perceived confirmation. A moderate evaluating structure.

Overview This comprehensive course on Understand Piping & Instrumentation Diagrams P&IDs will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Understand Piping & Instrumentation Diagrams P&IDs comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? At the end of the course there will be an online written test, which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Understand Piping & Instrumentation Diagrams P&IDs. It is available to all students, of all academic backgrounds. Requirements Our Understand Piping & Instrumentation Diagrams P&IDs is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 14 sections • 119 lectures • 08:26:00 total length •Introduction: 00:04:00 •What's a P&ID ?: 00:03:00 •Why is a P&ID so important ?: 00:02:00 •Who uses P&ID's ?: 00:06:00 •How do P&ID's look like ?: 00:08:00 •Introduction- PID READING: 00:02:00 •Anatomy of a P&ID: 00:01:00 •The title block: 00:03:00 •The drawing scale: 00:03:00 •The grid system: 00:02:00 •The revision block: 00:03:00 •Changes: 00:02:00 •Notes and legends: 00:03:00 •Valve symbols: 00:14:00 •Valve actuator symbols: 00:09:00 •Control valve designations: 00:02:00 •Standards and conventions for valve status: 00:07:00 •Process equipment symbols: 00:12:00 •Piping symbols: 00:03:00 •Pipe fitting symbols: 00:03:00 •Isolating, venting & draining symbols for ease of maintenance: 00:05:00 •Instrumentation: 00:03:00 •Sensing devices and detectors: 00:04:00 •Location symbols: 00:04:00 •Modifiers and transmitters: 00:05:00 •Indicators and recorders: 00:03:00 •Controllers: 00:03:00 •Example #1 : Identifying process equipment and flow paths: 00:05:00 •Example #2 : Identifying valve position and failure mode: 00:03:00 •Example #3 : Identifying the symbols: 00:02:00 •Piping designation code: 00:06:00 •Equipment designation code: 00:03:00 •Instrument designation code: 00:02:00 •Miscellaneous designation codes: 00:02:00 •The process: 00:01:00 •Process control: 00:06:00 •The control loop: 00:02:00 •Process control terms: 00:10:00 •Control loops : Feedback control: 00:02:00 •Pressure control loops: 00:01:00 •Flow control loops: 00:01:00 •Level control loops: 00:01:00 •Temperature control loops: 00:01:00 •Multi-variable loops: 00:02:00 •Feedforward control: 00:02:00 •Feedforward + Feedback: 00:01:00 •Cascade control: 00:08:00 •Split range control: 00:03:00 •Operations on control signals: 00:02:00 •Ratio control: 00:02:00 •Batch control: 00:01:00 •Selective control: 00:01:00 •Do we need to control at all ?: 00:01:00 •Principles of equipment-wise control: 00:10:00 •Pipe control system: 00:02:00 •Control of a single pipe: 00:02:00 •Control of pressure in a pipe: 00:03:00 •Control of flow in a pipe: 00:04:00 •Flow merging: 00:08:00 •Flow splitting: 00:05:00 •Centrifugal pump control: 00:04:00 •Control valve vs Variable Frequency Drive (VFD) for centrifugal pumps: 00:03:00 •Minimum flow control for centrifugal pumps: 00:09:00 •Positive displacement pump control: 00:02:00 •Control by a recirculation pipe for PD pumps: 00:03:00 •Variable Speed Drive (VSD) control for PD pumps: 00:01:00 •Control by stroke adjustment for PD pumps: 00:01:00 •Compressor control system: 00:02:00 •Compressor capacity control: 00:12:00 •Compressor anti-surge control: 00:03:00 •Heat transfer equipment control: 00:02:00 •Heat exchanger direct control system: 00:04:00 •Heat exchanger bypass control system: 00:04:00 •Reactor temperature control: 00:06:00 •Air cooler control: 00:02:00 •Heat exchanger for heat recovery: 00:01:00 •Heat exchanger back pressure control: 00:02:00 •Basic fired heater control: 00:08:00 •Complex fired heater control: 00:05:00 •Container and vessel control: 00:07:00 •Container blanket gas control: 00:02:00 •Safety strategies: 00:01:00 •Concept of Safety Instrumented Systems (SIS): 00:01:00 •SIS actions and types: 00:14:00 •SIS extent: 00:02:00 •SIS requirement: 00:03:00 •Anatomy of a SIS: 00:02:00 •SIS element symbols: 00:01:00 •SIS primary elements : Sensors: 00:03:00 •SIS final elements: 00:04:00 •Switching valve actuator arrangements: 00:02:00 •Valve position validation: 00:02:00 •Merging a switching valve and a control valve: 00:03:00 •SIS logics: 00:01:00 •Showing safety instrumented functions on P&ID's: 00:07:00 •Discrete control: 00:05:00 •Alarm system: 00:02:00 •Anatomy of alarm systems: 00:02:00 •Alarm requirements: 00:06:00 •Alarm system symbology in P&ID's: 00:06:00 •Concept of common alarms: 00:01:00 •Fire and Gas Detection Systems (FGS): 00:03:00 •Electric motor control: 00:07:00 •P&ID representation of commands and responses: 00:05:00 •P&ID representation of inspection and repair: 00:05:00 •P&ID example of electro-motor control: 00:04:00 •P&ID example #1 : Legend and specifications: 00:05:00 •P&ID example #2 : Hydrogen delivery station: 00:16:00 •P&ID example #3 : Acid system: 00:13:00 •P&ID example #4 : Centrifugal pump: 00:09:00 •P&ID example #5 : Utility station: 00:04:00 •P&ID example #6 : Waste water filter: 00:08:00 •P&ID example #7 : Steam separator: 00:15:00 •P&ID example #8 : Flare knock-out drum: 00:14:00 •P&ID example #9 : Centrifugal compressor: 00:05:00 •P&ID example #10 : Hydrogen production from shale gas: 00:11:00 •P&ID example #11 : Fired heater: 00:07:00 •Resources - Understand Piping & Instrumentation Diagrams P&IDs: 00:00:00 •Assignment - Understand Piping & Instrumentation Diagrams P&IDs: 00:00:00

Overview This comprehensive course on R Programming for Data Science will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This R Programming for Data Science comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. 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? There is no experience or previous qualifications required for enrolment on this R Programming for Data Science. It is available to all students, of all academic backgrounds. Requirements Our R Programming for Data Science is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 23 sections • 129 lectures • 06:25:00 total length •Introduction to Data Science: 00:01:00 •Data Science: Career of the Future: 00:04:00 •What is Data Science?: 00:02:00 •Data Science as a Process: 00:02:00 •Data Science Toolbox: 00:03:00 •Data Science Process Explained: 00:05:00 •What's Next?: 00:01:00 •Engine and coding environment: 00:03:00 •Installing R and RStudio: 00:04:00 •RStudio: A quick tour: 00:04:00 •Arithmetic with R: 00:03:00 •Variable assignment: 00:04:00 •Basic data types in R: 00:03:00 •Creating a vector: 00:05:00 •Naming a vector: 00:04:00 •Vector selection: 00:06:00 •Selection by comparison: 00:04:00 •What's a Matrix?: 00:02:00 •Analyzing Matrices: 00:03:00 •Naming a Matrix: 00:05:00 •Adding columns and rows to a matrix: 00:06:00 •Selection of matrix elements: 00:03:00 •Arithmetic with matrices: 00:07:00 •Additional Materials: 00:00:00 •What's a Factor?: 00:02:00 •Categorical Variables and Factor Levels: 00:04:00 •Summarizing a Factor: 00:01:00 •Ordered Factors: 00:05:00 •What's a Data Frame?: 00:03:00 •Creating Data Frames: 00:20:00 •Selection of Data Frame elements: 00:03:00 •Conditional selection: 00:03:00 •Sorting a Data Frame: 00:03:00 •Additional Materials: 00:00:00 •Why would you need lists?: 00:01:00 •Creating a List: 00:06:00 •Selecting elements from a list: 00:03:00 •Adding more data to the list: 00:02:00 •Additional Materials: 00:00:00 •Equality: 00:03:00 •Greater and Less Than: 00:03:00 •Compare Vectors: 00:03:00 •Compare Matrices: 00:02:00 •Additional Materials: 00:00:00 •AND, OR, NOT Operators: 00:04:00 •Logical operators with vectors and matrices: 00:04:00 •Reverse the result: (!): 00:01:00 •Relational and Logical Operators together: 00:06:00 •Additional Materials: 00:00:00 •The IF statement: 00:04:00 •IFELSE: 00:03:00 •The ELSEIF statement: 00:05:00 •Full Exercise: 00:03:00 •Additional Materials: 00:00:00 •Write a While loop: 00:04:00 •Looping with more conditions: 00:04:00 •Break: stop the While Loop: 00:04:00 •What's a For loop?: 00:02:00 •Loop over a vector: 00:02:00 •Loop over a list: 00:03:00 •Loop over a matrix: 00:04:00 •For loop with conditionals: 00:01:00 •Using Next and Break with For loop: 00:03:00 •Additional Materials: 00:00:00 •What is a Function?: 00:02:00 •Arguments matching: 00:03:00 •Required and Optional Arguments: 00:03:00 •Nested functions: 00:02:00 •Writing own functions: 00:03:00 •Functions with no arguments: 00:02:00 •Defining default arguments in functions: 00:04:00 •Function scoping: 00:02:00 •Control flow in functions: 00:03:00 •Additional Materials: 00:00:00 •Installing R Packages: 00:01:00 •Loading R Packages: 00:04:00 •Different ways to load a package: 00:02:00 •Additional Materials: 00:00:00 •What is lapply and when is used?: 00:04:00 •Use lapply with user-defined functions: 00:03:00 •lapply and anonymous functions: 00:01:00 •Use lapply with additional arguments: 00:04:00 •Additional Materials: 00:00:00 •What is sapply?: 00:02:00 •How to use sapply: 00:02:00 •sapply with your own function: 00:02:00 •sapply with a function returning a vector: 00:02:00 •When can't sapply simplify?: 00:02:00 •What is vapply and why is it used?: 00:04:00 •Additional Materials: 00:00:00 •Mathematical functions: 00:05:00 •Data Utilities: 00:08:00 •Additional Materials: 00:00:00 •grepl & grep: 00:04:00 •Metacharacters: 00:05:00 •sub & gsub: 00:02:00 •More metacharacters: 00:04:00 •Additional Materials: 00:00:00 •Today and Now: 00:02:00 •Create and format dates: 00:06:00 •Create and format times: 00:03:00 •Calculations with Dates: 00:03:00 •Calculations with Times: 00:07:00 •Additional Materials: 00:00:00 •Get and set current directory: 00:04:00 •Get data from the web: 00:04:00 •Loading flat files: 00:03:00 •Loading Excel files: 00:05:00 •Additional Materials: 00:00:00 •Base plotting system: 00:03:00 •Base plots: Histograms: 00:03:00 •Base plots: Scatterplots: 00:05:00 •Base plots: Regression Line: 00:03:00 •Base plots: Boxplot: 00:03:00 •Introduction to dplyr package: 00:04:00 •Using the pipe operator (%>%): 00:02:00 •Columns component: select(): 00:05:00 •Columns component: rename() and rename_with(): 00:02:00 •Columns component: mutate(): 00:02:00 •Columns component: relocate(): 00:02:00 •Rows component: filter(): 00:01:00 •Rows component: slice(): 00:04:00 •Rows component: arrange(): 00:01:00 •Rows component: rowwise(): 00:02:00 •Grouping of rows: summarise(): 00:03:00 •Grouping of rows: across(): 00:02:00 •COVID-19 Analysis Task: 00:08:00 •Additional Materials: 00:00:00 •Assignment - R Programming for Data Science: 00:00:00

Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. 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? There is no experience or previous qualifications required for enrolment on this Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 19 sections • 99 lectures • 00:08:00 total length •Welcome & Course Overview: 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): 00:37:00 •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 •Resources- Python for Data Analysis: 00:00:00