4371 Operations courses in Banstead delivered Online

Prepare for a pivotal role in education with our comprehensive School Administrator Training course. Whether you're new to school administration or looking to enhance your skills, this program equips you with essential knowledge and practical insights to succeed in managing educational institutions effectively. Key Features: CPD Certified Developed by Specialist Lifetime Access In the School Administrator Training course, learners will gain comprehensive knowledge and skills essential for effectively managing educational institutions. They will understand the fundamentals of school administration, including the different types of schools in the UK and the developmental stages of children. Students will learn how to establish and nurture a positive school culture, ensuring a conducive learning environment. Educational administration and management principles will be covered, along with practical aspects such as managing school facilities and ensuring safety and maintenance. The curriculum also addresses critical issues like safeguarding students and handling behavioral challenges sensitively. Additionally, learners will develop workplace skills, including self-management techniques and stress management strategies necessary for administrative roles in educational settings. This course equips future school administrators with the tools needed to support both students and staff effectively. Course Curriculum Module 01: Introduction to School Administration Module 02: Types of Schools in the UK Module 03: Child Development Module 04: Creating and Maintaining a School Culture Module 05: Educational Administration and Management Module 06: Managing School Premises Module 07: Safety and Maintenance as an Administrator Module 08: Safeguarding Students Module 09: Serious Behavioral Issues and Problems of Students Module 10: Workplace Development Module 11: Self-Management and Dealing with Stress Learning Outcomes Understand key concepts in school administration and management principles. Identify different types of schools and their operational distinctions. Describe stages of child development relevant to educational settings. Develop strategies for creating and maintaining positive school culture. Implement effective safety measures and maintenance practices in school premises. Apply safeguarding protocols to ensure student welfare and protection. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring school administrators seeking foundational knowledge in educational management. Current educators transitioning into administrative roles within educational institutions. Individuals interested in understanding school operations and student welfare. Professionals aiming to enhance their skills in managing school premises. Anyone looking to develop skills in handling serious student behavioral issues. Career path School Administrator Education Officer School Business Manager Student Support Officer Behavioural Mentor Safeguarding Officer Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.

This Design Patterns course is a unique offering that focuses on modern C++ features and behavioral design patterns. The course content is extensive and carefully curated, with a deep dive into each pattern to ensure a thorough understanding of its implementation. Gain a comprehensive understanding of the pattern's intricacies.

Limited Time Offer On | 11-in-1 Bundle | CPD QS Certified | 110 CPD Points | Gifts: Hardcopy + PDF Certificates + Transcript + SID - Worth 180 | Customer Support | Lifetime Access | Enrol Today

Expedite your journey with the Jq command, which is used to transform JSON data into a more readable format. Print it to the standard output on Linux with the help of this comprehensive hands-on course. This course is for anyone who works with JSON on the command line or uses Bash Shell Scripts.

Description: You live and work at the forefront of information security. Every day malicious hackers grow smarter. You always have to stay one step ahead to keep your company safe. This course will be very beneficial for you in that case. This Functional Skills - Maths (Level 3)  covers everything you need to know about becoming a Certified Information Systems Security Professional. Here will learn about security and risk management, asset security, security engineering, communication and network security, identity and access management, security assessment and testing, security operations, and software development security. This cybersecurity certification is an elite way to demonstrate your knowledge, advance your career and become a member of a community of cybersecurity leaders. It shows you have all it takes to design, engineer, implement and run an information security program. So, are you up for the challenge? If yes, then you get this course to become more skilled and an expert. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Functional Skills - Maths (Level 3) is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Functional Skills - Maths (Level 3)  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. Course Content Ratio and Proportion Lecture 1 Introduction 00:02:00 Lecture 2 Multiplying any digit number by 11, 22, and 33 00:09:00 Lecture 3 Integers and ordering of integers 00:06:00 Lecture 4 Addition and Subtractions of Integers 00:07:00 Lecture 5 Operations on Integers 00:04:00 Lecture 6 Multiplication and Division of Integers 00:04:00 Lecture 7 Powers of Integers (Exponents) 00:04:00 Factors and Multiples Lecture 8 Complete knowledge about factors and multiples 00:06:00 Lecture 9 Divisibility tests for 2,3,4,5,6 00:07:00 Lecture 10 Divisibility rules 7,8,9,10,11 00:06:00 Lecture 11 Prime Factorization 00:06:00 Lecture 12 Highest Common Factor HCF 00:10:00 Lecture 13 Least Common Multiple LCM 00:16:00 Lecture 14 Relation between LCM and HCF 00:04:00 Factors Lecture 15 Classification of Fractions 00:04:00 Lecture 16 Convert mixed to improper and improper to mixed fractions 00:03:00 Lecture 17 Equivalent Fractions 00:04:00 Lecture 18 Comparing Fractions after converting to like fractions 00:09:00 Lecture 19 Reducing a fraction to lowest term1 00:04:00 Lecture 20 Addition and subtraction OF fractions 00:08:00 Lecture 21 Multiplication and division of fractions 00:11:00 Lecture 22 Word problems on fractions 00:16:00 Simplification Rule : BODMAS Lecture 23 BODMAS and rules to remove brackets 00:03:00 Lecture 24 Simplify expressions using BODMAS rules 00:05:00 Lecture 25 Simplify expressions involving fractions using BODMAS 00:07:00 Decimal numbersFractions Lecture 26 Decimal numbers in relation to fractions 00:08:00 Lecture 27 Like and unlike Decimals 00:05:00 Lecture 28 Ordering of Decimal numbers 00:10:00 Lecture 29 Addition and subtraction of Decimal 00:07:00 Lecture 30 Multiplication of Decimal 00:03:00 Lecture 31 Division of Decimal 00:05:00 Rational Numbers Lecture 32 Rational number 00:02:00 Lecture 33 Representation of Rational Numbers on Number line 00:04:00 Lecture 34 Determining which fraction is terminating or non terminating 00:05:00 Lecture 35 shortcut method of writing decimal expansion of fraction to decimal 00:08:00 Approximation Lecture 36 Rounding to whole number 00:06:00 Lecture 37 Rounding to required number of decimals (1 d.p. ) 00:05:00 Lecture 38 rounding to significant digits 00:07:00 Lecture 39 Practice question on three methods of approximation 00:05:00 Estimation and Scientific Notation or Standard form Lecture 40 Estimation 00:05:00 Lecture 41 Scientific Notation 00:07:00 Lecture 42 Operation on numbers when they are in scientific notation 00:06:00 Percentage Lecture 43 Percentage to fraction and fraction to percentage 00:06:00 Lecture 44 Percentage of a quantity and conversation to decimal 00:06:00 Lecture 45 Expressing one quantity as percentage of another quantity 00:06:00 Lecture 46 Finding increase decrease percent 00:05:00 Lecture 47 Uses of percentages-Word Problems 00:09:00 Ratio and Proportion Lecture 48 Ratio- How to express as simple ratio1 00:09:00 Lecture 49 How to compare Ratios 00:04:00 Lecture 50 Word problems on finding ratios 00:07:00 Lecture 51 To divide a given quantity into a given Ratio 00:11:00 Lecture 52 Proportion 00:04:00 Lecture 53 Practice problems on Proportion 00:06:00 Lecture 54 Continued proportion 00:06:00 Integers ( Directed Numbers) Lecture 55 Direct Variation ( or proportion) 00:04:00 Lecture 56 Problems based on Direct proportion 00:10:00 Lecture 57 Inverse Variation ( or proportion) 00:10:00 Lecture 58 Multiple Ratios 00:10:00 Profit , Loss, discount and Tax Lecture 59 Basics - Profit and Los 00:04:00 Lecture 60 More practice problems on Profit & Loss 00:06:00 Lecture 61 Selling price formula and Problems1 00:04:00 Lecture 62 Cost price formula and Problems 00:03:00 Lecture 63 Higher problems on Profit and Loss 00:08:00 Lecture 64 Basics - Discount 00:05:00 Lecture 65 Practice problems on Discount 00:04:00 Lecture 66 Tax 00:06:00 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.

Learn new Android APIs such as RoomDatabase, ML Kit for face recognition, Cloud Firestore, Firebase, Maps, and the Android Studio IDE (integrated development environment)

11 in 1 "Debt Management" Bundle only at £53 Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Give a compliment to your career and take it to the next level. This training will provide you with the essential knowledge to shine in your professional career. Whether you want to develop Debt Management skills for your next job or elevate your Debt Management skills for your next promotion, this Debt Management will help you keep ahead of the pack. The Debt Management incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your expertise and essential knowledge, which will assist you in reaching your goal. Further, this course will add extra value to your resume to stand out to potential employers. Along with this Debt Management course, you will get 10 premium courses, an originalHardcopy, 11 PDF Certificates (Main Course + Additional Courses) Student ID card as gifts. This Bundle Consists of the following Premium courses: Course 01: Debt Management - Online Course Course 02: Improve your Financial Intelligence Course 03: Financial Wellness: Managing Personal Cash Flow Course 04: Financial Analysis : Finance Reports Course 05: Banking and Finance Accounting Statements Financial Analysis Course 06: Financial Modeling Course for a Non-Finance Background Course 07: Capital Budgeting & Investment Decision Rules Course 08: Budgeting and Forecasting Course 09: Financial Analysis Course 10: Investment Banking & Valuation Course 11: Finance Assets Enrol now in to advance your career, and use the premium study materials from Apex Learning. Benefits you'll get from choosing Apex Learning for this course: Pay once and get lifetime access to 11 CPD courses Free e-Learning App for engaging reading materials & helpful assistance Certificates, student ID included in a one-time fee Free up your time - don't waste time and money travelling for classes Learn aanytime, from anywhere Study the 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 (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) Curriculum Course 01: Debt Management - Online Course Introduction Long Term and Short Term Debt Identifying Your Debt Debt Assessment Debt Financing Building Budget Debt Counselling When Is Debt Good? Avoiding Debt Problems How to Handle Debt Collectors How to Get Out of Debt Dealing with Bankruptcy and Insolvency Laws and Regulations Course 02: Improve your Financial Intelligence Introduction The Three Key Financial Statements Ratio Analysis Profit vs Cash Managing Working Capital Return on Investments A broader Perspective How much have you learned Course 03: Financial Wellness: Managing Personal Cash Flow Introduction to Personal Cash Flow Understanding the Importance of Personal Finance Accounting and Personal Finances Cash Flow Planning Understanding Personal Money Management Borrowing, Credit and Debt Managing Personal Insurance Understanding Tax and Financial Strategies Designing a Personal Budget Money and Mental Health Course 04: Financial Analysis : Finance Reports Welcome to the Course! Get the Overview of What You'll Learn What is a 10-K? Evaluating Profitability by Analyzing the Income Statement Evaluating Operations: Tying Operating Metrics to Financial Results Evaluating Financial Strength: Balance Sheet Analysis Evaluating Cash Flow Generation Performing Investment Analysis Course 05: Banking and Finance Accounting Statements Financial Analysis Introduction and Welcome to the Course Introduction to Accounting Introduction to Financial Statements Understanding Working Capital Introduction to Financial Analysis Financial Analysis - Case Study and Assignment Financial Ratio Analysis in Corporate Finance Financial Modelling for Mergers and Acquisitions Course Summary and Wrap Up Course 06: Financial Modeling Course for a Non-Finance Background Introduction Project Cost Depreciation Schedule of Term Loan Profit and Loss Account Preparation of Balance sheet Course 07: Capital Budgeting & Investment Decision Rules Introduction NPV Method Payback Period Method Internal Rate of Return (IRR) Evaluating Projects in Different Lives Conclusion Course 08: Budgeting and Forecasting Introduction Detail Budget Requirement Process of Making Budget Course 09: Financial Analysis Introduction Profitability Return Ratio Liqudity Ratio Operational Analysis Detecting Manipulation Course 10: Investment Banking & Valuation 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 11: Finance Assets Finance and Free Market Economies Corporate Finance Company Stock Valuation & Derivatives Option Valuation: Fundamentals vs. Technical Analysis Financial Forecasting CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Debt Management bundle including- Students Graduates Job Seekers Job Holders Requirements Our Debt Management is fully compatible with PCs, Macs, laptops, tablets 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. Career path Having this expertise will increase the value of your CV and open you up to multiple job sectors. 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 (Debt Management - Online 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.

24-Hour Knowledge Knockdown! Prices Reduced Like Never Before The construction industry in the United Kingdom is a vital sector, contributing significantly to the nation's economy and infrastructure development. According to the Office for National Statistics, the construction industry accounts for approximately 6% of the UK's total economic output. However, the industry faces challenges such as skilled labor shortages, stringent regulations, and the need for sustainable and innovative design solutions. Are you ready to pursue a career path that combines technical expertise, creative design, and a deep understanding of the construction industry's complexities? This comprehensive bundle offers a complete education in Computer-Aided Design (CAD) training, equipping you with the knowledge and skills necessary to excel in the construction, architectural, and design industries. You will gain advanced proficiency in CAD software, including AutoCAD and its programming capabilities, enabling you to create precise and detailed designs for various projects. Additionally, you will explore building design and construction requirements, construction industry schemes, interior design principles, architectural studies, and LEED certification for sustainable building practices. Our Bundle contains 11 of our premium courses for one discounted price: Course 01: Diploma in CAD Designer Course 02: Minimum Requirements of Building Design and Construction Course 03: AutoCAD VBA Programming - Beginner Course Course 04: LEED V4 - Building Design and Construction Course 05: Construction Industry Scheme (CIS) Course 06: Interior Design Professional Diploma Course 07: Architectural Studies Course 08: Rendering AutoCAD Drawings in Photoshop Course 09: Professional Interior Design & Construction Course 10: LOLER Training Course 11: Workplace Health and Safety This comprehensive training empowers you to launch a fulfilling career in construction or interior design. Take the first step towards your design goals. Enrol today! Learning Outcomes of CAD Training Master foundational design principles for building and construction. Confidently utilize AutoCAD software for creating technical drawings. Apply sustainable design practices with LEED certification knowledge. Demonstrate expertise in interior design concepts and software. Ensure workplace safety by adhering to health and safety regulations. Obtain industry-recognized certifications to enhance your employability. Why Choose Us? Get a Free CPD Accredited Certificate upon completion of CAD Training Get a free student ID card with CAD Training program (£10 postal charge will be applicable for international delivery) The CAD Training is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Get Lifetime access to the CAD Training course materials The CAD Training comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Course 01: Diploma in CAD Designer Module 01: Introduction to CAD Design Module 02: CAD Designer Career in the United Kingdom Module 03: Basics for CAD Design - Part 1 Module 04: Basics for CAD Design - Part 2 Module 05: 2D Shape in CAD Module 06: 3D Shape in CAD Module 07: Geometry and Modelling Module 08: Assemblies in CAD Design Module 09: Extrusion and Rotations Module 10: Blending Operations in CAD Module 11: Grids and Regular Polygons Module 12: Parameters in Civil Drawings Module 13: Introduction to AutoCAD Module 14: Introduction to T-Flex CAD Module 15: Introduction to SolidWorks Module 16: Introduction to FreeCAD Course 02: Minimum Requirements of Building Design and Construction Unit 01: Introduction Unit 02: Integrative Process Unit 03: Location & Transportation Unit 04: Sustainable Sites Unit 05: Water Efficiency Unit 06: Energy & Atmosphere Unit 07: Materials & Resources Unit 08: Indoor Environment Quality Unit 09: Innovation Unit 10: Regional Priority Unit 11: Completion Course 03: AutoCAD VBA Programming - Beginner Course Unit 01: Introduction Unit 02: VBA Integrated Development Environment (IDE) Unit 03: Understanding AutoCAD Object Model In VBA Unit 04: Using Variables In VBA Unit 05: User Forms And Controls Unit 06: Conditionals And Decisions In VBA Unit 07: Looping And Iterations In VBA Unit 08: Drawings Objects In VBA Unit 09: Code Debugging In VBA Unit 10: Error Handling In VBA Unit 11: Conclusion =========>>>>> And 8 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*11 = £143) CPD Hard Copy Certificate: £29.99 CPD 110 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: Individuals interested in pursuing a career in CAD design Students studying engineering, architecture, or related fields Requirements You will not need any prior background or expertise to enrol in this bundle. Career path After completing this bundle, you are to start your career or begin the next phase of your career. CAD Technician Architectural Technologist Building Surveyor Interior Designer Project Manager Design Consultant Certificates CPD Accredited Digital Certificate Digital certificate - Included 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 - £29.99 Please note that International students have to pay an additional £10 as a shipment fee. Advanced Diploma in CAD Designer Training at QLS Level 7 Hard copy certificate - £129 Please note that International students have to pay an additional £10 as a shipment fee.

Duration 2 Days 12 CPD hours This course is intended for Sales engineers Account managers Networking engineers Technical and non-technical audiences Overview After taking this course, you should be able to: Understand the role that programmable infrastructure is having on the transition to the digital enterprise Describe Cisco DNA, its components and benefits, and explain a few use cases Describe the different technologies and solutions within the Cisco programmable infrastructure portfolio Describe Cisco DNA Center REST APIs Understand the functionality provided by Cisco WebEx Teams Describe Cisco CMX, services, and related APIs Describe the importance of DevOps culture within network operations in the shift to becoming a digital enterprise The Programming Use Cases for Cisco Digital Network Architecture (DNAPUC) v1.0 course highlights the shift toward the digital enterprise and examines the components, benefits, and use cases of Cisco Digital Network Architecture (Cisco DNA?) in an enterprise environment. You will learning about key platforms including Cisco© DNA Center, Cisco WebEx Teams?, Cisco Connected Mobile Experiences (CMX), and their related APIs. This course also covers open standards, tools, and network APIs that you can use to complement the Cisco DNA software portfolio, including Python, JavaScript Object Notation (JSON), Network Configuration Protocol (NETCONF), Representational State Transfer Configuration Protocol (RESTCONF), and Yet Another Next Generation (YANG). Understanding Programmable Infrastructure Digital Enterprise Four Pillars of Digitization Network Programmability and Automation What Should Be Automated? Quantifying Programmability and Automation for the Business Network Programmability and Automation Use Cases Introducing Cisco DNA Cisco DNA Overview Cisco DNA Components Benefits of Cisco DNA Cisco DNA Use Cases Describing Programmable Infrastructure Cisco Programmability Options Data Center Infrastructure Enterprise Network Programmability Streaming Telemetry Collaboration Management, Monitoring, and Analytics Describing Network APIs How APIs Enable Business Automation API Overview Data Encoding with JSON and XML RESTful APIs RESTCONF and NETCONF Overview Data Modeling with YANG Describing Cisco DNA Center APIs Cisco DNA Center Overview Cisco DNA Center Automation Enterprise Benefits Cisco DNA Center Applications and Use Cases Cisco DNA Center REST API Overview Case Study: Network Automation at Symantec Describing Cisco Collaboration APIs Cisco Webex Teams Overview Cisco Webex Teams Business Benefits Cisco Webex Teams API Overview Describing Cisco Mobility APIs Cisco CMX Overview Cisco CMX Programmability Business Benefits Cisco CMX Mobility Services API Overview Case Study: Victoria University and Cisco CMX Implementing DevOps Culture Within Network Operations Transition to DevOps CALMS Model (Culture, Automation, Lean, Measurement, Sharing) Role of Cisco Technology in the Transition to DevOps Additional course details: Nexus Humans Cisco Programming Use Cases for Cisco Digital Network Architecture v1.0 (DNAPUC) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Cisco Programming Use Cases for Cisco Digital Network Architecture v1.0 (DNAPUC) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python-experienced attendees who wish to be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Understand how data analysts and scientists gather and analyze data Perform data analysis and data wrangling using Python Combine, group, and aggregate data from multiple sources Create data visualizations with pandas, matplotlib, and seaborn Apply machine learning (ML) algorithms to identify patterns and make predictions Use Python data science libraries to analyze real-world datasets Use pandas to solve common data representation and analysis problems Build Python scripts, modules, and packages for reusable analysis code Perform efficient data analysis and manipulation tasks using pandas Apply pandas to different real-world domains with the help of step-by-step demonstrations Get accustomed to using pandas as an effective data exploration tool. Data analysis has become a necessary skill in a variety of domains where knowing how to work with data and extract insights can generate significant value. Geared for data team members with incoming Python scripting experience, Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will be able to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding lessons, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data. Students will leave the course armed with the skills required to use pandas to ensure the veracity of their data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Introduction to Data Analysis Fundamentals of data analysis Statistical foundations Setting up a virtual environment Working with Pandas DataFrames Pandas data structures Bringing data into a pandas DataFrame Inspecting a DataFrame object Grabbing subsets of the data Adding and removing data Data Wrangling with Pandas What is data wrangling? Collecting temperature data Cleaning up the data Restructuring the data Handling duplicate, missing, or invalid data Aggregating Pandas DataFrames Database-style operations on DataFrames DataFrame operations Aggregations with pandas and numpy Time series Visualizing Data with Pandas and Matplotlib An introduction to matplotlib Plotting with pandas The pandas.plotting subpackage Plotting with Seaborn and Customization Techniques Utilizing seaborn for advanced plotting Formatting Customizing visualizations Financial Analysis - Bitcoin and the Stock Market Building a Python package Data extraction with pandas Exploratory data analysis Technical analysis of financial instruments Modeling performance Rule-Based Anomaly Detection Simulating login attempts Exploratory data analysis Rule-based anomaly detection Getting Started with Machine Learning in Python Learning the lingo Exploratory data analysis Preprocessing data Clustering Regression Classification Making Better Predictions - Optimizing Models Hyperparameter tuning with grid search Feature engineering Ensemble methods Inspecting classification prediction confidence Addressing class imbalance Regularization Machine Learning Anomaly Detection Exploring the data Unsupervised methods Supervised methods Online learning The Road Ahead Data resources Practicing working with data Python practice