INTRODUCTION: The main aim of the project is the management of the database of the pharmaceutical shop. This project is insight into the design and implementation of a Pharmacy Management System. This is done by creating a database of the available medicines in the shop. The primary aim of pharmacy management system is to improve accuracy and enhance safety and efficiency in the pharmaceutical store. The aim of this project is to develop software for the effective management of a pharmaceutical store. We have developed this software for ensuring effective policing by providing statistics of the drugs in stock. Description on the topic: This program can be used in any pharmaceutical shops having a database to maintain. The software used can generate reports, as per the user’s requirements. The software can print invoices, bills, receipts etc. It can also maintain the record of supplies sent in by the supplier. Here, the admin who are handling the organization will be responsible to manage the record of the employee. Each employee will be given with a separate username and password. Problem Definition: The aim of the project is to create an effective software to help the pharmacist to maintain the records of the medicines, handle user details, generate invoice, check and renew validity and provide a scope of communication between users by using inbuilt messaging system. Pharmacy management system deals with the maintenance of drugs and consumables in the pharmacy unit. This pharmacy management system is user friendly. Objectives -> Primary objective •To gain practical experience by modeling a software based on real world problem. •To understand how to work on Front-end (Java) and Back-end (MySQL) by using server(wamp). -> Secondary objective •To develop an application that deals with the day to day requirement of any pharmacy. •To develop the easy management of the medicines (drugs). •To handle the inventory details like sales details, purchase details and stock expiry and quantity. •To provide competitive advantage to the pharmacy. •To provide details information about the stock on details necessary and help locate it in shop easily. •To make the stock manageable and simplify the use of inventory in the pharmacy. Hardware and software tools: The system services and goals are established by consultation with system user. They are then defined in details and serve as a system specification. System requirement are those on which the system runs. ⚙️ Hardware Requirements: o Computer with either Intel Pentium processor or AMD processor. o 1GB+ DDR RAM o 40GB hard disk drive 💻 Software Requirements: o Windows/ MacOS/ Linux operating system. o JRE and JDK. o MySQL server (WAMP or XAMPP or any) Chapter 2 - DESIGN Database Design is a collection of processes that facilitate the designing, development, implementation and maintenance of enterprise data management systems. It helps produce database systems: o That meet the requirements of the users o Have high performance. Architecture Description The design of a DBMS depends on its architecture. It can be centralized or decentralized or hierarchical. The architecture of a DBMS can be seen as either single tier or multi-tier. ER Diagram image.png Fig 1: ER Diagram An entity–relationship model describes interrelated things of interest in a specific domain of knowledge (Refer Fig 1). It is composed of entity types and specifies relationships that can exist between instances of those entity types. Relational Schema Diagram image_1.png Fig 2: Relational Schema Relational schema is a collection of meta-data. Database schema describes the structure and constraints of data representing in a particular domain (Refer Fig 2). Chapter 3 - IMPLEMENTATION Description on Implementation The goal of this application is to manage the medicines and various function of the pharmacy. List of modules: o Login page o Home page o Company o Purchase o Drugs o Sales o User/Settings o Messaging Chapter 4 - Result and Discussion By using MySQL commands and its database this website Pharmacy management tends to store all the data received from the users including drugs sales details and the profit made by the owners are all in this data base. This website allows the user to generate invoices for sales, check expiry and quantity remaining of the drugs. It also provides user with options to renew validity and add more drugs into the store and update the database accordingly. By using xampp server these database commands are easily initiated into the database and the ER diagram with relational schema diagrams helps us to make the structure of the database faster and it was easier to make them understand the needs of the website. Login Information id :1 password: admin CONCLUSIONS AND FUTURE SCOPE o Detailed information gathering has to be done. Without that the purpose for using the software won’t be satisfied properly. o However, it can give good profits in the long run. o Implementing the software requires change in the business practices. o Efficient organization of all knowledge is the analysis company and easy analysis access and retrieval of information is possible. o In this project we can also include BAR CODE facility using the bar code reader, which will detect the expiry date and the other information about the related medicines. o Company using this software will always be able to plan in future and always be aware of their financial position in the market. o It leads to ease in functioning of business processes. o The project can be made more robust by including biometric verification. o There is also a scope to expand by implementing newer technologies like cloud etcetera.

This course introduces the technical skills required for data-driven analysis of business and financial data. Emphasis is placed on applying statistical methods to summarize and make inferences from complex data and to develop quantitative models to assist business decision making. The software packages Excel and R will be used to obtain quantitative solutions to financial problems. Topics include: understanding the concept of risk, portfolio construction and analysis, regression and time series models used in finance and simulation techniques.

Analyze NYSE DataAnalyze NYSE Data Introduction In this project, I analyzed real-life data from the New York Stock Exchange. I drew a subset of a large dataset provided by Kaggle that contains historical financial data from S&P 500 companies. Why this Project? In this project, I went through the process of calculating summary statistics, drawing an inference from the statistics, calculating business metrics and using models to forecast future growth prospects for the companies. The goal is to perform an analysis and also create visual tools to communicate the results in informative ways. I have provided a clean data set for this project. Although in real-life scenarios, data sets often need to be cleaned and processed before analysis can proceed. This project allows me to see what a clean data set should look like. What skills did I use? The main goal of this project is to demonstrate my ability to: • Interpret the measures of central tendency and spread (mean, median, standard deviation, range). • Use a combination of Excel functions (e.g., IF statements, INDEX and MATCH, calculating descriptive statistics with the IF statement, dropdowns, data validation, VLOOKUP). • Analyze and forecast financial business metrics using Excel. • Create visualizations of a business metric and use Excel to create a financial forecast model. Submission What I included in my submission: 1- A presentation file that includes a slide with: • A statement of the question I posed. • Summary statistics and plots to communicate my final results. 2- Excel Workbook with tabs for each of the following: • Dataset • Summary statistics • Profit and Loss statement dashboard • Forecast model for three scenarios • My workbook could include additional tabs I might need for my project (e.g., pivot tables).

sss Global “Frozen Potato Chip Market” (2022-2028) research report encompasses a thorough in-depth analysis of market size, share, drivers, restraints, and current situation of the global market along with several market dynamics. The report supplies a comprehensive analysis of business aspects like global Frozen Potato Chip market size, recent technological advances, and inventions. The research report consists of an introduction of the market, key players, opportunities, restraints, product and type classification, and overall market analysis. Furthermore, this report includes the approximate overview of different segments in terms of overall growth, development, trend, and business strategies, for the forecast period 2028. Get a sample copy of the report at - https://www.industryresearch.biz/enquiry/request-sample/20644988 The Frozen Potato Chip market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations. According to our (Researchers) latest study, due to COVID-19 pandemic, the global Frozen Potato Chip market size is estimated to be worth USD million in 2021 and is forecast to a readjusted size of USD million by 2028 with a CAGR of % during review period. Quick Service Restaurant accounting for % of the Frozen Potato Chip global market in 2021, is projected to value USD million by 2028, growing at a % CAGR in next six years. While Straight Cut segment is altered to a % CAGR between 2022 and 2028. Global key manufacturers of Frozen Potato Chip include McCain Foods, Lamb Weston, Simplot Foods, Aviko Group, and Kraft Heinz, etc. In terms of revenue, the global top four players hold a share over % in 2021. The Frozen Potato Chip Industry report is compiled with the use of the latest primary and secondary research methodologies and tools providing various analyses that have been comprehended in the report. It gives an explanation of various definitions and segmentation or classifications of the industry, applications of the industry, and value chain structure. The information available in the Frozen Potato Chip market summarized report provides customers with effective information that enables them to make effective decisions, which could lead to a significant expansion of the business in the future. Get A Sample PDF Of Frozen Potato Chip Market Report 2022-2028 The Major Players in the Frozen Potato Chip Market (Company Overview, Business Strategy, Key Product Offerings, Financial Performance, Key Performance Indicators, Risk Analysis, Recent Development, Regional Presence, SWOT Analysis) include: McCain Foods Lamb Weston Simplot Foods Aviko Group Kraft Heinz Agristo Cavendish Farms Farm Frites General Mills Nomad Foods Ardo Pizzoli Market Segmentation: Frozen Potato Chip market is split by Type and by Application. For the period 2017-2028, the growth among segments provides accurate calculations and forecasts for sales by Type and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets. Market Segment by Type, Covers: Straight Cut Crinkle Cut Others Market Segment by Application Can Be Divided into: Quick Service Restaurant Household Others Enquire before purchasing this report - https://www.industryresearch.biz/enquiry/pre-order-enquiry/20644988 Key Benefits of This Frozen Potato Chip Market Research: Industry drivers, restraints, and opportunities covered in the study A neutral perspective on the market performance Recent industry trends and developments Competitive landscape and strategies of key players Potential and niche segments and regions exhibiting promising growth covered Historical, current, and projected market size, in terms of value In-depth analysis of the Frozen Potato Chip Market Overview of the regional outlook of the Frozen Potato Chip Market Frozen Potato Chip Market Research/Analysis Report Contains Answers to the following Questions Which Manufacturing Technology is used for Frozen Potato Chip? What Developments Are Going On in That Technology? Which Trends Are Causing These Developments? Who Are the Global Key Players in This Frozen Potato Chip Market? What are Their Company Profile, Their Product Information, and Contact Information? What Was Global Market Status of Frozen Potato Chip Market? What Was Capacity, Production Value, Cost and PROFIT of Frozen Potato Chip Market? What Is Current Market Status of Frozen Potato Chip Industry? What’s Market Competition in This Industry, Both Company, and Country Wise? What’s Market Analysis of Frozen Potato Chip Market by Taking Applications and Types in Consideration? What Are Projections of Global Frozen Potato Chip Industry Considering Capacity, Production and Production Value? What Will Be the Estimation of Cost and Profit? What Will Be Market Share, Supply and Consumption? What about Import and Export? What Is Frozen Potato Chip Market Chain Analysis by Upstream Raw Materials and Downstream Industry? What Is Economic Impact On Frozen Potato Chip Industry? What are Global Macroeconomic Environment Analysis Results? What Are Global Macroeconomic Environment Development Trends? What Are Market Dynamics of Frozen Potato Chip Market? What Are Challenges and Opportunities? What Should Be Entry Strategies, Countermeasures to Economic Impact, and Marketing Channels for Frozen Potato Chip Industry? TO KNOW HOW COVID-19 PANDEMIC AND RUSSIA UKRAINE WAR WILL IMPACT THIS MARKET - REQUEST SAMPLE The content of the study subjects, includes a total of 15 chapters: Chapter 1, to describe Frozen Potato Chip product scope, market overview, market opportunities, market driving force and market risks. Chapter 2, to profile the top manufacturers of Frozen Potato Chip, with price, sales, revenue and global market share of Frozen Potato Chip in 2018 and 2019. Chapter 3, the Frozen Potato Chip competitive situation, sales, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast. Chapter 4, the Frozen Potato Chip breakdown data are shown at the regional level, to show the sales, revenue and growth by regions, from 2015 to 2020. Chapter 5, 6, 7, 8 and 9, to break the sales data at the country level, with sales, revenue and market share for key countries in the world, from 2015 to 2020. Chapter 10 and 11, to segment the sales by type and application, with sales market share and growth rate by type, application, from 2015 to 2020. Chapter 12, Frozen Potato Chip market forecast, by regions, type and application, with sales and revenue, from 2020 to 2025. Chapter 13, 14 and 15, to describe Frozen Potato Chip sales channel, distributors, customers, research findings and conclusion, appendix and data source. Reasons for buying this report: It offers an analysis of changing competitive scenarios. For making informed decisions in businesses, it offers analytical data with strategic planning methodologies. It offers a seven-year assessment of the Frozen Potato Chip Market. It helps in understanding the major key product segments. Researchers throw light on the dynamics of the market such as drivers, restraints, trends, and opportunities. It offers regional analysis of Frozen Potato Chip Market along with business profiles of several stakeholders. It offers massive data about trending factors that will influence the progress of the Frozen Potato Chip Market. Purchase this report (Price 3480 for a single-user license) - https://www.industryresearch.biz/purchase/20644988 With tables and figures helping analyze worldwide Global Frozen Potato Chip market, this research provides key statistics on the state of the industry and is a valuable source of guidance and direction for companies and individuals interested in the market. Detailed TOC of Global Frozen Potato Chip Market 2022 by Manufacturers, Regions, Type and Application, Forecast to 2028 1 Market Overview 1.1 Frozen Potato Chip Introduction 1.2 Market Analysis by Type 1.2.1 Overview: Global Frozen Potato Chip Revenue by Type: 2017 Versus 2021 Versus 2028 1.3 Market Analysis by Application 1.3.1 Overview: Global Frozen Potato Chip Revenue by Application: 2017 Versus 2021 Versus 2028 1.4 Global Frozen Potato Chip Market Size & Forecast 1.4.1 Global Frozen Potato Chip Sales in Value (2017 & 2021 & 2028) 1.4.2 Global Frozen Potato Chip Sales in Volume (2017-2028) 1.4.3 Global Frozen Potato Chip Price (2017-2028) 1.5 Global Frozen Potato Chip Production Capacity Analysis 1.5.1 Global Frozen Potato Chip Total Production Capacity (2017-2028) 1.5.2 Global Frozen Potato Chip Production Capacity by Geographic Region 1.6 Market Drivers, Restraints and Trends 1.6.1 Frozen Potato Chip Market Drivers 1.6.2 Frozen Potato Chip Market Restraints 1.6.3 Frozen Potato Chip Trends Analysis 2 Manufacturers Profiles 3 Frozen Potato Chip Breakdown Data by Manufacturer 3.1 Global Frozen Potato Chip Sales in Volume by Manufacturer (2019, 2020, 2021, and 2022) 3.2 Global Frozen Potato Chip Revenue by Manufacturer (2019, 2020, 2021, and 2022) 3.3 Key Manufacturer Market Position in Frozen Potato Chip 3.4 Market Concentration Rate 3.4.1 Top 3 Frozen Potato Chip Manufacturer Market Share in 2021 3.4.2 Top 6 Frozen Potato Chip Manufacturer Market Share in 2021 3.5 Global Frozen Potato Chip Production Capacity by Company: 2021 VS 2022 3.6 Manufacturer by Geography: Head Office and Frozen Potato Chip Production Site 3.7 New Entrant and Capacity Expansion Plans 3.8 Mergers & Acquisitions 4 Market Analysis by Region 4.1 Global Frozen Potato Chip Market Size by Region 4.1.1 Global Frozen Potato Chip Sales in Volume by Region (2017-2028) 4.1.2 Global Frozen Potato Chip Revenue by Region (2017-2028) 4.2 North America Frozen Potato Chip Revenue (2017-2028) 4.3 Europe Frozen Potato Chip Revenue (2017-2028) 4.4 Asia-Pacific Frozen Potato Chip Revenue (2017-2028) 4.5 South America Frozen Potato Chip Revenue (2017-2028) 4.6 Middle East and Africa Frozen Potato Chip Revenue (2017-2028) 5 Market Segment by Type 5.1 Global Frozen Potato Chip Sales in Volume by Type (2017-2028) 5.2 Global Frozen Potato Chip Revenue by Type (2017-2028) 5.3 Global Frozen Potato Chip Price by Type (2017-2028) 6 Market Segment by Application 6.1 Global Frozen Potato Chip Sales in Volume by Application (2017-2028) 6.2 Global Frozen Potato Chip Revenue by Application (2017-2028) 6.3 Global Frozen Potato Chip Price by Application (2017-2028) 7 North America by Country, by Type, and by Application 7.1 North America Frozen Potato Chip Sales by Type (2017-2028) 7.2 North America Frozen Potato Chip Sales by Application (2017-2028) 7.3 North America Frozen Potato Chip Market Size by Country 7.3.1 North America Frozen Potato Chip Sales in Volume by Country (2017-2028) 7.3.2 North America Frozen Potato Chip Revenue by Country (2017-2028) 7.3.3 United States Market Size and Forecast (2017-2028) 7.3.4 Canada Market Size and Forecast (2017-2028) 7.3.5 Mexico Market Size and Forecast (2017-2028) ………………………………. 12 Raw Material and Industry Chain 12.1 Raw Material of Frozen Potato Chip and Key Manufacturers 12.2 Manufacturing Costs Percentage of Frozen Potato Chip 12.3 Frozen Potato Chip Production Process 12.4 Frozen Potato Chip Industrial Chain 13 Sales Channel, Distributors, Traders and Dealers 13.1 Sales Channel 13.1.1 Direct Marketing 13.1.2 Indirect Marketing 13.2 Frozen Potato Chip Typical Distributors 13.3 Frozen Potato Chip Typical Customers …………………………Continued About Us: Market is changing rapidly with the ongoing expansion of the industry. Advancement in technology has provided today’s businesses with multifaceted advantages resulting in daily economic shifts. Thus, it is very important for a company to comprehend the patterns of market movements in order to strategize better. An efficient strategy offers the companies a head start in planning and an edge over the competitors. Industry Research is a credible source for gaining market reports that will provide you with the lead your business needs. Contact Info: Industry Research Biz Phone: US +1 424 253 0807 UK +44 203 239 8187 Email:sales@industryresearch.biz Web:https://www.industryresearch.biz Our Other Reports: https://www.marketwatch.com/press-release/global-metal-nanoparticles-catalyst-market-2022-key-leaders-analysis-industry-segmentation-latest-trends-and-challenges-opportunities-in-grooming-regions-and-growth-forecast-to-2028-2022-08-17 https://www.marketwatch.com/press-release/global-rotating-table-polishing-machines-market-leading-company-analysis-2022-a-detailed-study-on-business-strategies-development-factors-cagr-future-trends-opportunities-and-demand-outlook-2027-2022-08-17

Introduction In this project I did analyze real life data from the New York Stock Exchange. I did drawing a subset of a large dataset provided by Kaggle that contains historical financial data from S&P 500 companies. Through the process of calculating summary statistics, drawing an inference from the statistics, calculating business metrics and using models to forecast future growth prospects for the companies. I did perform an analysis and also create visual tools to communicate the results in informative ways.