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Learn how to use Microsoft Excel like a pro with our comprehensive Microsoft Excel Complete Diploma course. You will discover the latest features and functions, from basic calculations to advanced data analysis and visualization techniques. Whether you are an office worker, a business professional, or a student, this course will provide you with flexible learning options and expert guidance to help you excel in your career. Earn your certification and enhance your credentials with this course.

**Be prepared for the upcoming Hiring Season by enhancing your professional skillsets with Apex Learning! Get Hard Copy + PDF Certificate + Transcript + Student ID Card as a Gift - Enrol Now** Tired of browsing and searching for the course you are looking for? Can't find the complete package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and look through this 14-in-1 extensive bundle that has everything you need to succeed in Financial Advisor and other relevant fields! After surveying thousands of learners just like you and considering their valuable feedback, this all in one Financial Advisor bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand Financial Advisor course that will enhance your skills and prepare you for the competitive job market. Also, our Financial Advisor experts are available for answering your queries and help you along your learning journey. Advanced audiovisual learning modules of these courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in Financial Advisor, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This Financial Advisor Bundle Consists of the following Premium courses: Course 01: Financial Advisor Course 02: Financial Management Course 03: Investment Course 04: Capital Budgeting & Investment Decision Rules Course 05: Budgeting and Forecasting Course 06: Level 3 Tax Accounting Course 07: Team Management Course 08: Intermediate Economics Level 3 Course 09: Internal Audit Training Diploma Course 10: Forex Trading Level 3 Course 11: Stock Market Investing for Beginners Course 12: Fraud Management & Anti Money Laundering Awareness Complete Diploma Course 13: Commercial Law 2021 Course 14: Level 2 Microsoft Office Essentials Benefits you'll get choosing Apex Learning: One payment, but lifetime access to 14 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (For The Title Course) Hard Copy Certificate: Free (For The Title Course) Curriculum of Bundle Course 01: Financial Advisor Introduction to Finance Essential Skill Financial Planning Financial Risk Management and Assessment Investment Planning Divorce Planning Google Analytics and many more.... Course 02: Financial Management Introduction to Financial Management Fundamentals of Budgeting The Balance Sheet The Income Statement The Cash Flow Statement Statement of Stockholders' Equity Analysing and Interpreting Financial Statements International Aspects of Financial Management and many more.... Course 03: Investment Introduction to Investment Types and Techniques of Investment Key Concepts in Investment Understanding the Finance Investing in Bond Market Investing in Stock Market Risk and Portfolio Management and many more.... Course 04: Capital Budgeting & Investment Decision Rules Introduction NPV Method Payback Period Method Internal Rate of Return (IRR) Evaluating Projects in Different Lives Conclusion and many more.... Course 05: Budgeting and Forecasting Introduction Why Budget and Forecasts Is budget planning a paper exercise Operational and Financial Budget Detail Budget Requirement Components - Revenue Budgets Components - Cost Budget Qualitative Aspects Process of Making Budget Process of Budgeting - Logical Steps Example we used in Class to demonstrate a broad process in budget and planning Cost Budget Process - Other aspects and many more.... Course 06: Level 3 Tax Accounting Tax System and Administration in the UK Tax on Individuals National Insurance Fundamentals of Income Tax Payee, Payroll and Wages Value Added Tax Corporation Tax Double Entry Accounting Management Accounting and Financial Analysis Career as a Tax Accountant in the UK and many more.... Course 07: Presenting Financial Information Presenting Financial Information The Hierarchy of Performance Indicators The Principle of Effective Reports Methods of Presenting Performance Data The Pareto Chart: Highlighting Priorities Exercise: The Control Chart An Example Management Report Interpreting Performance Data Supporting Colleagues by Giving Feedback Data Visualisation Part 01, Part 02, Part 03, Part 04 and many more.... Course 08: Intermediate Economics Level 3 An Introduction to Economics The Market System and the Circular Flow Model Supply, Demand and Prices Prices Elasticity Market Failures Production and Costs Money, Banking and the Financial System Measuring GDP and Economic Growth Unemployment Inflation Income Distribution and Poverty International Finance Fiscal Policy and many more.... Course 09: Internal Audit Training Diploma Auditing as a Form of Assurance Internal Audit Procedures Technology-based Internal Audit Audit Interviews Reporting Audit Outcome UK Internal Audit Standards Career as an Auditor and many more.... Course 10: Forex Trading Level 3 Introduction to Forex Trading Kinds of Foreign Exchange Market Money Management Fundamental Analysis Technical Analysis Pitfalls and Risks Managing Risk and many more.... Course 11: Stock Market Investing for Beginners Module 01: Introduction to the Course Module 02: Introduction to Stocks Module 03: Money Required for Primary Investment Module 04: Opening an Investment Account Module 05: Brokerage Account Walkthrough Module 06: Finding Winning Stocks Module 07: Earning from Dividends Module 08: Diversifying Portfolio Module 09: Investment Plan Module 10: Rebalancing Portfolio Module 11: Understanding Order Types Module 12: Investment Tax Module 13: Investment Rules: Rule-1, 2, 3, 4, 5 Module 14: Stock Market Dictionary Module 15: Setting Up the Trading Platform Course 12: Fraud Management & Anti Money Laundering Awareness Complete Diploma Introduction to Money Laundering Proceeds of Crime Act 2002 Risk-based Approach Customer Due Diligence Record Keeping Suspicious Conduct and Transactions Awareness and Training and many more.... Course 13: Commercial Law 2021 Introduction of Commercial law Sales of Goods Law Consumer Law and Protection E-Commerce Law Competition Law and many more.... Course 14: Level 2 Microsoft Office Essentials Excel 2016 Getting Started with Microsoft Office Excel 2016 Performing Calculations Modifying a Worksheet Printing Workbooks Managing Workbooks Word 2016 Getting Started with Word Working More Efficiently Managing Lists Inserting Graphic Objects Controlling Page Appearance Preparing to Publish a Document Workbooks - Microsoft Word 2016 (Beginner) PowerPoint 2016 Presentation Basics Inserting Options Working with Objects Access 2016 Introduction to Access Access Forms Working with Reports and many more.... CPD 145 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Financial Advisor bundle. Requirements Our Financial Advisor course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Having this Financial Advisor expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (Financial Advisor) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Financial Advisor) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Python for Data Science and Machine Learning Bootcamp online course is suitable for anyone interested in learning Python for data science and machine learning. It is especially ideal for aspiring data scientists and professionals seeking to enhance their data analysis skills.

24 Hours Left! Don't Let the Winter Deals Slip Away - Enrol Now! Microsoft Office Skills Diploma (Excel, Word, PowerPoint) + Office Skills for Administration Being proficient in Microsoft Office isn't just an advantage-it's become essential. With over 1.2 billion people worldwide using Microsoft Office and UK businesses increasingly relying on digital tools for efficiency, mastering these applications can significantly boost your career prospects. The Microsoft Office Skills Diploma offers an all-encompassing curriculum designed to elevate your expertise from basic functionalities to advanced data analysis and automation techniques, ensuring you stand out in the competitive job market. This Microsoft Office Skills Diploma covers everything from Office 365 Automation to Advanced Excel, including Data Management, Microsoft Word, PowerPoint, Outlook, Power BI, and VBA, along with collaborative tools like Teams. master Pivot Tables, Charts, and more, gaining a comprehensive skill set in Microsoft Office's most powerful features for professional growth. Courses are included in this Microsoft Office Package: Course 01: Microsoft Office 365 Automation Course Course 02: Microsoft Office Excel - Beginner, Intermediate & Advanced Course 03: Diploma in Complete Excel Course for All at QLS Level 5 Course 04: Microsoft Office (Microsoft Word, PowerPoint & Outlook) In 90 Minutes! Course 05: Office Skills for Administration Diploma Course 06: Microsoft Office Power BI Masterclass 2021 Course 07: Microsoft Excel: Excel Sheet Comparison with VBA Course 08: Microsoft Teams for Everyone Course 09: Microsoft Excel - 25 Must-Know Formulas and Functions Course 10: Excel Pivot Tables, Pivot Charts, Slicers, and Timelines Open a gateway to numerous career opportunities, enhancing your ability to manage. Analyse and present data effectively with this Microsoft Office Skills Diploma bundle. Join us on this journey to become a Microsoft Office expert and take your professional abilities to the next level! Learning outcome of this Microsoft Office Skills Diploma (Excel, Word, PowerPoint) + Office Skills for Administration - CPD Certified Course: Automate tasks and workflows in Microsoft Office 365 efficiently. Master Excel from basic operations to advanced data analysis and visualisation. Utilise Word, PowerPoint, and Outlook to their full potential. Analyse data with Power BI and create impactful visual reports. Automate Excel sheet comparisons using VBA for enhanced productivity. Design and manage advanced Excel features like pivot tables and charts. Why Prefer this Course? Get a chance to order a QLS Endorsed Certificate upon completion of the course Get a Free Student ID Card with this training program The course is Affordable and Simple to understand Get Lifetime Access to the course materials The training program comes with 24/7 Tutor Support Start your learning journey straight away! Course Curriculum Course 01: Microsoft Office 365 Automation Course Module 01: Microsoft Office 365 Automation Course 02: Microsoft Office Excel - Beginner, Intermediate & Advanced Module 01: Excel From A-Z Course Introduction Module 02: Getting Started With Excel Module 03: Values, Referencing And Formulas Module 04: Intro To Excel Functions Module 05: Adjusting Excel Worksheets Module 06: Visually Pleasing Cell Formatting Module 07: How To Insert Images And Shapes! Module 08: Visualize Data With Charts Module 09: Excel's Printing Options Module 10: Benefits Of Using Excel Templates Module 11: Working With Excel Datasets Module 12: Excel Database Functions Module 13: Excel Data Validation Module 14: Excel Pivot Tables Module 15: Excel's Power Pivot Add-In Module 16: Excel's Conditional Functions Module 17: Excel's Lookup Function Module 18: Text Based Functions In Excel Module 19: Auditing Formulas And Views In Excel Module 20: Excel's 'What If?' Tools Module 21: Welcome To Excel VBA Module 22: The VBA Language Module 23: Writing VBA Code Module 24: Important VBA Tools And Logic Module 25: Excel VBA Lopps Module 26: Triggering Macros Module 27: Excel User Forms Module 28: Starting A Career In Excel Course 03: Microsoft Excel Course for Everyone - Complete Excel Course Module 01: Getting Started Module 02: Excel Basics Module 03: Excel Essential Functions Module 04: XLookup Only For Excel 2021 And Office 365 Module 05: Get Data And Tools Module 06: Formatting Data And Tables Module 07: Pivot Tables Module 08: Excel Charts Module 09: Advanced Excel Charts Module 10: Pivot Charts Module 11: Maps Chart Above 2019 Module 12: Business-Geo Charts Module 13: Named Ranges Module 14: Import Data Into Excel Module 15: Advanced Excel =========>>>>> And 7 More Courses <<<<<========= Assessment Process Once you have completed all the modules on the course, you can assess your skills and knowledge with an optional assignment. Our expert trainers will assess your assignment and give you feedback afterwards. CPD 100 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Microsoft Office users of all levels. Individuals seeking Excel expertise. Professionals aiming to automate tasks. Those looking to boost Office Skills for Administration skills. Quick learners of Word, PowerPoint, and Outlook. Aspiring data analysts. Requirements You will not need any prior background or expertise to enrol in this Microsoft Office Skills Course. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Microsoft Office Expert: £18,000 - £30,000 Data Analyst: £25,000 - £50,000 Business Analyst: £30,000 - £60,000 Office Administrator: £18,000 - £30,000 Power BI Developer: £35,000 - £70,000 Certificates CPD Accredited Digital Certificate Digital certificate - £12.99 Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - £29 Please note that International students have to pay an additional £10 as a shipment fee. Diploma in Complete Excel Course for All - QLS Endorsed Hard copy certificate - £119 Please note that International students have to pay an additional £10 as a shipment fee

Unlock a brighter, worry-free future with our transformative course, 'Overcome Overthinking and Worrying.' Dive into a journey of self-discovery and empowerment as you learn to break free from the chains of anxiety and excessive thinking. With eight comprehensive sections and expert guidance, this course equips you with the tools to conquer your mind and regain control over your life. Say goodbye to relentless worry and embrace a path to a more peaceful and fulfilling existence. Learning Outcomes Develop a deep understanding of thought patterns and their impact on your well-being. Master the art of thought journaling to gain insight into your inner world. Identify and challenge limited thinking patterns that hold you back. Learn effective relaxation exercises to manage stress and anxiety. Cultivate mindfulness and diffusion techniques for a calmer, more present mindset. Why buy this Overcome Overthinking and Worrying course? 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 Overcome Overthinking and Worrying 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 Overcome Overthinking and Worrying course for? Individuals seeking relief from chronic overthinking and anxiety. Professionals looking to enhance their mental resilience and productivity. Students aiming to improve their focus and concentration. Anyone interested in personal growth and inner transformation. Those committed to living a more balanced, worry-free life. Prerequisites This Overcome Overthinking and Worrying does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Overcome Overthinking and Worrying 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 Life Coach: £25,000 - £60,000 per annum Counsellor: £22,000 - £50,000 per annum Mental Health Support Worker: £18,000 - £30,000 per annum HR Specialist: £25,000 - £55,000 per annum Meditation Instructor: £20,000 - £45,000 per annum Wellness Consultant: £22,000 - £50,000 per annum Course Curriculum Section 01: Introduction to the Course Introduction to the Course 00:03:00 Section 02: Introduction to Thought Journaling Uncovering Automatic Thoughts 00:04:00 Understanding Feedback Loops 00:04:00 The Nature of Automatic Thoughts 00:01:00 Characteristics of Automatic Thoughts Part 01 00:08:00 Characteristics of Automatic Thoughts Part 02 00:08:00 Thought Journal 00:02:00 Section 03: Introduction to Limited Thinking Patterns Filtering 00:02:00 Polarised Thinking 00:02:00 Overgeneralise Thinking 00:02:00 Mind Reading 00:02:00 Catastrophising 00:01:00 Magnifying 00:02:00 Personalisation 00:01:00 Shoulds 00:02:00 Composing Balanced Alternative Thoughts 00:08:00 Using Thought Journal for Limited Thinking Patterns 00:02:00 Section 04: Introduction to Hot Thoughts Eight Steps for Changing Hot Thoughts 00:07:00 Section 05: Introduction to Relaxation Exercises Abdominal Breathing 00:15:00 Progressive Muscle Relaxation 00:11:00 Relaxation without Tension 00:01:00 Cue Controlled Relaxation 00:07:00 Visualisation 00:04:00 Section 06: Introduction to Controlling Worry Worry System 00:02:00 Relaxation 00:02:00 Risk Assessment 00:07:00 Worry Exposure 00:03:00 Worry Behaviour Prevention 00:02:00 Section 07: Introduction to Mindfulness and Diffusion The Thought Mechanism 00:02:00 Labelling Effect 00:01:00 The Meaning of Thoughts 00:02:00 Waterfall Metaphor 00:01:00 Mindfulness 00:03:00 Dealing with Anxiety 00:03:00 Section 08: Knowing What Really Matters Knowing What Really Matters 00:10:00 Section 09: Conclusion Conclusion 00:02:00

Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Earn Nicely, spend wisely, and you will live happily. Finance and investment bankers are the individuals who make 2+2=5 and get to keep the remaining 1 that's not really there. Our Finance & Investment Banking bundle will assist you in landing your dream job in Investment Banking. IPOs, Bonds, M&A, Trading, LBOs, Valuation: Everything is included in this 11-in-1 exclusive bundle. The demand for Finance and investment bankers is at an all-time high in the UK. Also, entry-level jobs in the banking and investment sector are among the best paid in the UK - you could be earning up to £50,000on starting. There may also be bonuses! So, enrol in our Finance & Investment Banking bundle to kickstart your career in this ever-growing sector and secure a better life! What Will You Learn from this Finance and Investment Banking Bundle: Acquire the ability to perform financial calculations and financial planning & management Get a detailed overview of investment and its key concepts, types & techniques Become fully aware of investment banking and its structure & valuation methods Learn capital budgeting, investment decision rules and budgeting & forecasting Gain knowledge of tax system & administration in the UK, tax return and the fundamentals of income tax Discover Forex trading, trading psychology and fundamental & technical analysis Gain an acute understanding of stock marketing, investing & trading, and investing in stocks to maximise returns Explore how to present financial information, principles of effective reports and data visualisation Fully understand fraud management, money laundering, AML, CDD and RBA Get comprehensive knowledge of various effective communication skills Along with this Finance & Investment Banking course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. What other courses are included with this Finance & Investment Banking? Course 1: Investment Course 2: Stock Market Investing for Beginners Course 3: Investment Banking Course 4: Capital Budgeting & Investment Decision Rules Course 5: Budgeting and Forecasting Course 6: Level 3 Tax Accounting Course 7: Forex Trading Level 3 Course8:Team Management Course 9: Fraud Management & Anti Money Laundering Awareness Complete Diploma Course 10: Effective Communication Skills Diploma Enrol now in Finance & Investment Banking to advance your career, and use the premium study materials from Apex Learning. Benefits you'll get from choosing Apex Learning for this Finance & Investment Banking: Pay once and get lifetime access to 11 CPD courses in this Finance & Investment Banking Course Free e-Learning App for engaging reading materials & helpful assistance Certificates, student ID for the Finance & Investment Banking course included in a one-time fee Free up your time - don't waste time and money travelling for classes Accessible, informative modules of Finance & Investment Banking designed by expert instructors Learn at your ease - anytime, from anywhere Study the Finance & Investment Banking from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Curriculum of Finance & Investment Banking Bundle Course 1: Level 2 Financial Planning and Management Course Personal Finance Calculations Saving for Retirement Building Credit to Buy a Home Personal Finance Guides for Beginners Cashflow Management Budgets and Money Management Course 2: Investment Introduction to Investment Types and Techniques of Investment Key Concepts in Investment Understanding the Finance Investing in Bond Market Investing in Stock Market Risk and Portfolio Management Course 3: Stock Market Investing for Beginners Module 01: Introduction to the Course Module 02: Introduction to Stocks Module 03: Money Required for Primary Investment Module 04: Opening an Investment Account Module 05: Brokerage Account Walkthrough Module 06: Finding Winning Stocks Module 07: Earning from Dividends Module 08: Diversifying Portfolio Module 09: Investment Plan Module 10: Rebalancing Portfolio Module 11: Understanding Order Types Module 12: Investment Tax Module 13: Investment Rules: Rule-1 Module 14: Investment Rules: Rule-2 Module 15: Investment Rules: Rule-3 Module 16: Investment Rules: Rule-4 Module 17: Investment Rules: Rule-5 Module 18: Stock Market Dictionary Module 19: Setting Up the Trading Platform Course 4: Investment Banking Introduction to Investment Banking Structure and Side of Investment Banking Valuation Methods in Investment Banking Leveraged Buyout (LBO) Initial Public Offering (IPO) Merger and Acquisition Ethics in Investment Banking Course 5: Capital Budgeting & Investment Decision Rules Introduction NPV Method Payback Period Method Internal Rate of Return (IRR) Evaluating Projects in Different Lives Conclusion Course 6: Budgeting and Forecasting Introduction Detail Budget Requirement Process of Making Budget Course 7: Level 3 Tax Accounting Tax System and Administration in the UK Tax on Individuals National Insurance How to Submit a Self-Assessment Tax Return Fundamentals of Income Tax Payee, Payroll and Wages Value Added Tax Corporation Tax Double Entry Accounting Management Accounting and Financial Analysis Career as a Tax Accountant in the UK Course 8: Forex Trading Level 3 Introduction to Forex Trading Major Currencies and Market Structure Kinds of Foreign Exchange Market Money Management Fundamental Analysis Technical Analysis Pitfalls and Risks Managing Risk Trading Psychology Course 10: Fraud Management & Anti Money Laundering Awareness Complete Diploma Introduction to Money Laundering Proceeds of Crime Act 2002 Development of Anti-Money Laundering Regulation Responsibility of the Money Laundering Reporting Office Risk-based Approach Customer Due Diligence Record Keeping Suspicious Conduct and Transactions Awareness and Training Course 11: Effective Communication Skills Diploma Business Communication Verbal and Non-verbal Communication Written Communication Electronic Communication Communicating with Graphic Effectively Working for Your Boss How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Training Expertise and essential knowledge, which will assist you in reaching your goal. Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) Requirements Anyone from any background can enrol in this training Bundle. Career path Upon successful completion of this Finance and Investment Banking bundle and equipped with the necessary skillsets, you might explore opportunities such as: Investment Banker Business Analyst Financial Associate Executive Director Managing Director Join Analyst Financial Advisor And much more! Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Level 2 Financial Planning and Management Course) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Duration 3 Days 18 CPD hours This course is intended for This course is aimed at anyone who wants to harness the power of data analytics in their organization including: Business Analysts, Data Analysts, Reporting and BI professionals Analytics professionals and Data Scientists who would like to learn Python Overview This course teaches delegates with no prior programming or data analytics experience how to perform data manipulation, data analysis and data visualization in Python. Mastery of these techniques and how to apply them to business problems will allow delegates to immediately add value in their workplace by extracting valuable insight from company data to allow better, data-driven decisions. Outcome: After attending this course, delegates will: Be able to write effective Python code Know how to access their data from a variety of sources using Python Know how to identify and fix data quality using Python Know how to manipulate data to create analysis ready data Know how to analyze and visualize data to drive data driven decisioning across your organization Becoming a world class data analytics practitioner requires mastery of the most sophisticated data analytics tools. These programming languages are some of the most powerful and flexible tools in the data analytics toolkit. From business questions to data analytics, and beyond For data analytics tasks to affect business decisions they must be driven by a business question. This section will formally outline how to move an analytics project through key phases of development from business question to business solution. Delegates will be able: to describe and understand the general analytics process. to describe and understand the different types of analytics can be used to derive data driven solutions to business to apply that knowledge to their business context Basic Python Programming Conventions This section will cover the basics of writing R programs. Topics covered will include: What is Python? Using Anaconda Writing Python programs Expressions and objects Functions and arguments Basic Python programming conventions Data Structures in Python This section will look at the basic data structures that Python uses and accessing data in Python. Topics covered will include: Vectors Arrays and matrices Factors Lists Data frames Loading .csv files into Python Connecting to External Data This section will look at loading data from other sources into Python. Topics covered will include: Loading .csv files into a pandas data frame Connecting to and loading data from a database into a panda data frame Data Manipulation in Python This section will look at how Python can be used to perform data manipulation operations to prepare datasets for analytics projects. Topics covered will include: Filtering data Deriving new fields Aggregating data Joining data sources Connecting to external data sources Descriptive Analytics and Basic Reporting in Python This section will explain how Python can be used to perform basic descriptive. Topics covered will include: Summary statistics Grouped summary statistics Using descriptive analytics to assess data quality Using descriptive analytics to created business report Using descriptive analytics to conduct exploratory analysis Statistical Analysis in Python This section will explain how Python can be used to created more interesting statistical analysis. Topics covered will include: Significance tests Correlation Linear regressions Using statistical output to create better business decisions. Data Visualisation in Python This section will explain how Python can be used to create effective charts and visualizations. Topics covered will include: Creating different chart types such as bar charts, box plots, histograms and line plots Formatting charts Best Practices Hints and Tips This section will go through some best practice considerations that should be adopted of you are applying Python in a business context.

Learning Outcomes After completing this course, learners will be able to: Learn Python for data analysis using NumPy and Pandas Acquire a clear understanding of data visualisation using Matplotlib, Seaborn and Pandas Deepen your knowledge of Python for interactive and geographical potting using Plotly and Cufflinks Understand Python for data science and machine learning Get acquainted with Recommender Systems with Python Enhance your understanding of Python for Natural Language Processing (NLP) Description Whether you are from an engineering background or not you still can efficiently work in the field of data science and the machine learning sector, if you have proficient knowledge of Python. Since Python is the easiest and most used programming language, you can start learning this language now to advance your career with the Data Science And Machine Learning Using Python : A Bootcamp course. This course will give you a thorough understanding of the Python programming language. Moreover, it will show how can you use Python for data analysis and machine learning. Alongside that, from this course, you will get to learn data visualisation, and interactive and geographical plotting by using Python. The course will also provide detailed information on Python for data analysis, Natural Language Processing (NLP) and much more. Upon successful completion of this course, get a CPD- certificate of achievement which will enhance your resume and career. Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment After completing this course, you will be provided with some assessment questions. To pass that assessment, you need to score at least 60%. Our experts will check your assessment and give you feedback accordingly. Career Path After completing this course, you can explore various career options such as Web Developer Software Engineer Data Scientist Machine Learning Engineer Data Analyst In the UK professionals usually get a salary of £25,000 - £30,000 per annum for these positions. Course Content Welcome, Course Introduction & overview, and Environment set-up 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 Essentials 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 Python for Data Analysis using NumPy 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 Python for Data Analysis using Pandas 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 Python for Data Visualization using matplotlib 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 Python for Data Visualization using Seaborn 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 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks 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 Capstone Project - Python for Data Analysis & Visualization 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 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model 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 Python for Machine Learning - scikit-learn - Logistic Regression Model 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 Python for Machine Learning - scikit-learn - K Nearest Neighbors 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 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests 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 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) 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 Python for Machine Learning - scikit-learn - K Means Clustering 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 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) 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 Recommender Systems with Python - (Additional Topic) 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 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) 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 Resources - Data Science and Machine Learning using Python : A Bootcamp 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

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