How to make_a_line_graph_using_excel_2007Shahbaz PQ
This document provides instructions for creating a line graph in Excel 2007 using temperature data from a datalogger. It describes how to format the data sheet with properly labeled columns, highlight the relevant data, insert a line graph, move and adjust the graph to fit the sheet, define the x and y axes, format axis labels and scales, add a title, and customize features like colors and styles. The full instructions allow users to generate a clear line graph visualizing the relationship between temperature measurements over time.
This document provides instructions for using LSMW (Logistics System for Material Management Workbench) in SAP to record transactions. It describes the steps to create a new recording, enter transaction codes, save the data, and exit. It also explains how to copy data from LSMW to Excel by selecting fields, copying, and pasting them into a new Excel sheet. The data in Excel can then be formatted and saved in a convenient location and format to later paste back into LSMW for recording transactions.
This document lists various Microsoft Office error codes and their corresponding solutions. It provides over 20 different error codes ranging from 0-1011900 to 30088-1007(0) that can occur in Office programs like Excel, Word, PowerPoint etc. along with their potential fixes.
Tableau is a leading technology that shows data in a much comprehensive and comprehendible way. Comprehensive because you can show multiple things together and can tell a story out of numbers, and comprehendible because it is easier to understand graphically and helps you induce thinking about the graph. However, bringing your visualizations from “better” to “best” takes time, practice, patience and some knowledge of visual analysis best practices
Here are some of the best practices to make your visualization more interactive and creative.
Microsoft Excel is a spreadsheet program that uses a grid of rows and columns to organize data. Each cell can contain text, numbers, or formulas. Workbooks can contain multiple spreadsheets. The Excel interface includes a title bar, menu bar, toolbars, row and column headings, sheet tabs, and status bar. Users can enter, format, move, copy, and paste data between cells. Tables can also be created to automatically format ranges.
This document provides instructions for inserting and formatting charts in PowerPoint. It discusses how to insert a chart, enter data, change the chart type and style, modify the chart layout, and format specific elements. Charts are a visual way to represent data and make comparisons and trends easy to understand. The instructions cover the basic chart elements like the title, legend, and axes, and how to modify these elements using the Design, Layout, and Format tabs.
Creating tables and graphs (excel) 2011 2012giordepasamba
This document provides instructions for organizing data in an Excel table, creating a scatter plot graph from that table, and using the graph to predict values. It describes how to:
1) Create an Excel table with an independent variable in column A and dependent variable trials in columns B-D, and add an average formula.
2) Select the independent variable and average columns to insert an XY scatter graph, apply a layout and label axes.
3) Add a trendline to the graph and use it to make forward and backward predictions by entering values.
4) Adjust the axis scales and mark the predicted length for a given time period.
A chart is a tool used to communicate data graphically. This lesson teaches how to insert and modify charts in PowerPoint, including changing chart types, editing source data, formatting styles and layouts. The key parts of a chart are the source data, title, legend, and axes. Formatting options allow customizing the visual aspects and specific areas of charts.
How to make_a_line_graph_using_excel_2007Shahbaz PQ
This document provides instructions for creating a line graph in Excel 2007 using temperature data from a datalogger. It describes how to format the data sheet with properly labeled columns, highlight the relevant data, insert a line graph, move and adjust the graph to fit the sheet, define the x and y axes, format axis labels and scales, add a title, and customize features like colors and styles. The full instructions allow users to generate a clear line graph visualizing the relationship between temperature measurements over time.
This document provides instructions for using LSMW (Logistics System for Material Management Workbench) in SAP to record transactions. It describes the steps to create a new recording, enter transaction codes, save the data, and exit. It also explains how to copy data from LSMW to Excel by selecting fields, copying, and pasting them into a new Excel sheet. The data in Excel can then be formatted and saved in a convenient location and format to later paste back into LSMW for recording transactions.
This document lists various Microsoft Office error codes and their corresponding solutions. It provides over 20 different error codes ranging from 0-1011900 to 30088-1007(0) that can occur in Office programs like Excel, Word, PowerPoint etc. along with their potential fixes.
Tableau is a leading technology that shows data in a much comprehensive and comprehendible way. Comprehensive because you can show multiple things together and can tell a story out of numbers, and comprehendible because it is easier to understand graphically and helps you induce thinking about the graph. However, bringing your visualizations from “better” to “best” takes time, practice, patience and some knowledge of visual analysis best practices
Here are some of the best practices to make your visualization more interactive and creative.
Microsoft Excel is a spreadsheet program that uses a grid of rows and columns to organize data. Each cell can contain text, numbers, or formulas. Workbooks can contain multiple spreadsheets. The Excel interface includes a title bar, menu bar, toolbars, row and column headings, sheet tabs, and status bar. Users can enter, format, move, copy, and paste data between cells. Tables can also be created to automatically format ranges.
This document provides instructions for inserting and formatting charts in PowerPoint. It discusses how to insert a chart, enter data, change the chart type and style, modify the chart layout, and format specific elements. Charts are a visual way to represent data and make comparisons and trends easy to understand. The instructions cover the basic chart elements like the title, legend, and axes, and how to modify these elements using the Design, Layout, and Format tabs.
Creating tables and graphs (excel) 2011 2012giordepasamba
This document provides instructions for organizing data in an Excel table, creating a scatter plot graph from that table, and using the graph to predict values. It describes how to:
1) Create an Excel table with an independent variable in column A and dependent variable trials in columns B-D, and add an average formula.
2) Select the independent variable and average columns to insert an XY scatter graph, apply a layout and label axes.
3) Add a trendline to the graph and use it to make forward and backward predictions by entering values.
4) Adjust the axis scales and mark the predicted length for a given time period.
A chart is a tool used to communicate data graphically. This lesson teaches how to insert and modify charts in PowerPoint, including changing chart types, editing source data, formatting styles and layouts. The key parts of a chart are the source data, title, legend, and axes. Formatting options allow customizing the visual aspects and specific areas of charts.
To create a scatter plot in Excel, select the data and choose "Insert" then "Chart" and select the scatter plot type. Next, label the axes and chart title using formatting options. Finally, copy and paste the completed scatter plot into a lab report along with a brief description of what is displayed.
Calculating a correlation coefficient and scatter plot using excelSandra Nicks
This document provides instructions for calculating the correlation coefficient between depression and anxiety scores for 12 clients using Excel, and creating a scatter plot to visualize the relationship. The correlation coefficient calculated was 0.625, indicating a moderate positive relationship. The scatter plot was formatted to change the axis labels and title to focus on the correlation between depression and anxiety.
This document provides a reference sheet for Excel 2007 with shortcuts for formatting, navigation, functions, and auditing formulas. It lists CTRL and ALT keyboard shortcuts for common Excel tasks like copying, pasting, formatting, navigating between cells and worksheets. Function keys are also summarized, such as F2 for editing cells or F9 for recalculating workbooks. Auditing shortcuts are included for tracing cell precedents and dependents.
This document provides a summary of keyboard shortcuts in Microsoft Excel. It lists shortcuts for navigation, selection, data entry, formulas, editing, formatting, and selecting chart items. Some key shortcuts include Ctrl+Home to go to the beginning of the worksheet, Ctrl+Shift+Home to go to the beginning of the sheet, Ctrl+Shift+End to go to the end of the sheet, and F2 to switch to edit mode in the active cell.
This document discusses graphs and how to create and modify them. It covers basic graph concepts, changing graph types and properties like data series, axes, colors and pictures. Activities demonstrate how to change bar fill colors, graph type, axis scales and remove data series. Common graph types are defined as line, pie and column graphs. Key graph elements are also identified, such as data series, labels, legends and scales. Tips are provided for graph creation, selection of non-adjacent data, formatting axis values and modifying existing graphs.
This document discusses how to work with charts in Excel. It explains that charts allow audiences to more easily understand numbers in a spreadsheet by making comparisons and trends visual. It then provides instructions for inserting and modifying charts, including how to identify the different parts of a chart, change the chart type and layout, apply styles, and move the chart to another worksheet. The goal is to demonstrate how charts can be an effective tool for communicating data.
The document lists 122 shortcuts for Visual Studio Code on Windows. It groups the shortcuts into categories such as general shortcuts, editing shortcuts, navigation shortcuts, search and replace shortcuts, multi-cursor and selection shortcuts, rich language editing shortcuts, editor management shortcuts, file management shortcuts, display shortcuts, debug shortcuts, and integrated terminal shortcuts. The shortcuts provide quick access to common commands and functions in Visual Studio Code like showing the command palette, opening files, searching, navigation, formatting code, and more.
This document lists keyboard shortcuts using the CTRL key in Microsoft Excel. Some key shortcuts include:
- CTRL+PgUp/PgDn to switch between worksheet tabs from left to right or vice versa
- CTRL+SHIFT+(/) to hide or show hidden rows
- CTRL+SHIFT+~/%/^/! to apply different number formats
- CTRL+SHIFT+* to select the entire data region
- CTRL+A to select the entire worksheet
- CTRL+C/X to copy or cut selected cells
- CTRL+V to paste clipboard contents
The document describes how to create the main content area of a webpage. It involves creating a rectangle layer named "c01" sized 300px by 175px and placing it 30px below the header. Text is added with title, description, and link styled with different fonts, sizes, and colors. A square border layer is made and styled with a stroke. The content is grouped and duplicated to create sections for "about", "services", and "portfolio" which are spaced evenly.
This document provides instructions for how to perform various tasks in Excel, such as opening Excel, modifying toolbars and displays, entering and formatting text, deleting cell contents and rows, adding fill colors to cells, creating and formatting charts, copying and pasting data and charts into Word, checking spelling and grammar, printing with adjusted margins, and saving files.
This document provides shortcuts for Excel. It is organized into sections for entering and editing data, formatting data, selecting cells and objects, moving and scrolling, printing, working with Pivot Tables, and more. Some key shortcuts include Ctrl + ; to enter the time, Ctrl + C to copy a selection, Ctrl + V to paste, and F2 to edit the active cell. Pivot Table shortcuts allow moving fields between the page, row, column, and data areas using Alt + P, R, C, or D respectively.
The document provides instructions for creating a featured project section on a website header. It involves:
1) Creating a rectangle container and clipping an image inside it for the featured project.
2) Adjusting the image by scaling and changing the blending mode.
3) Adding a title background and horizontal line above the image.
4) Adding a title and description inside the title area with specified font settings.
This document lists keyboard shortcuts for Microsoft Excel. Some key shortcuts include:
- Ctrl+PgDn/PgUp to switch between worksheet tabs from left to right or vice versa
- Ctrl+Shift+&/+ to apply or remove outline borders from selected cells
- Ctrl+Shift+~/+/#/@/!/* to apply different number, date, time, or currency formats
- Ctrl+A to select the entire worksheet or current region
- Ctrl+C/X/V to copy, cut, or paste selected cells
- Ctrl+S to save the active file
- Ctrl+Z to undo the last command or deletion
Creating & Editing Charts In Microsoft Excel 2003bud_00
This document provides instructions for creating and editing charts in Microsoft Excel 2003. It discusses using the Chart Wizard to select the appropriate chart type based on the data, embedding or creating charts as separate worksheets, formatting and editing charts, and choosing the right chart type for different types of data comparisons. Key steps for creating a column chart using the Chart Wizard are outlined.
The document provides instructions for creating a footer section in a design layout. It describes creating a rectangle background layer named "footer bg" sized 1200px by 100px at the bottom of the layout. It also describes adding copyright and link text on the left using Arial font sized 12pt in grey, and an email subscription section on the right including a rounded rectangle button layer named "subscribe btn", "Subscribe" text in bold Arial sized 13pt, and a rounded rectangle email field layer sized 210px by 35px in white.
List of ms office shortcut by rana salah ud-din 0313-1613927Rana Salah-ud-Din
This document provides keyboard shortcuts for Microsoft Excel. Some key shortcuts include Ctrl+S to save a workbook, Ctrl+N to create a new workbook, Ctrl+C to copy and Ctrl+V to paste. Arrow keys can be used to navigate cells and Ctrl+Home moves to cell A1. Formatting can be applied with shortcuts like Ctrl+B for bold and Ctrl+I for italics. Functions are inserted with Ctrl+= for autosum.
This document provides shortcuts and techniques for using InDesign. It includes shortcuts for common tasks like selecting text, zooming, and navigating pages. Methods are described for selecting different amounts of text using click counts. Techniques are outlined for selecting text by words, paragraphs, and stories. The document also covers working with master page items, layers, overset text, hidden characters, text wrap, changing text case, and using the glyphs panel.
This document lists important Excel shortcuts organized by command and keystroke. It provides shortcuts for common tasks like copying, pasting, formatting cells, navigating sheets, inserting and deleting rows/columns, as well as shortcuts for commands like save, print, undo and more. The full list of shortcuts acts as a quick reference guide for Excel users.
Common Excel Shortcut Keys
Ctrl+PgDn Switches between worksheet tabs,
from left-to-right.
Ctrl+PgUp Switches between worksheet tabs,
from right-to-left.
Ctrl+Shift+& Applies the outline border to the
selected cells.
Ctrl+Shift_ Removes the outline border from the
and many more. ................
To create a scatter plot in Excel, select the data and choose "Insert" then "Chart" and select the scatter plot type. Next, label the axes and chart title using formatting options. Finally, copy and paste the completed scatter plot into a lab report along with a brief description of what is displayed.
Calculating a correlation coefficient and scatter plot using excelSandra Nicks
This document provides instructions for calculating the correlation coefficient between depression and anxiety scores for 12 clients using Excel, and creating a scatter plot to visualize the relationship. The correlation coefficient calculated was 0.625, indicating a moderate positive relationship. The scatter plot was formatted to change the axis labels and title to focus on the correlation between depression and anxiety.
This document provides a reference sheet for Excel 2007 with shortcuts for formatting, navigation, functions, and auditing formulas. It lists CTRL and ALT keyboard shortcuts for common Excel tasks like copying, pasting, formatting, navigating between cells and worksheets. Function keys are also summarized, such as F2 for editing cells or F9 for recalculating workbooks. Auditing shortcuts are included for tracing cell precedents and dependents.
This document provides a summary of keyboard shortcuts in Microsoft Excel. It lists shortcuts for navigation, selection, data entry, formulas, editing, formatting, and selecting chart items. Some key shortcuts include Ctrl+Home to go to the beginning of the worksheet, Ctrl+Shift+Home to go to the beginning of the sheet, Ctrl+Shift+End to go to the end of the sheet, and F2 to switch to edit mode in the active cell.
This document discusses graphs and how to create and modify them. It covers basic graph concepts, changing graph types and properties like data series, axes, colors and pictures. Activities demonstrate how to change bar fill colors, graph type, axis scales and remove data series. Common graph types are defined as line, pie and column graphs. Key graph elements are also identified, such as data series, labels, legends and scales. Tips are provided for graph creation, selection of non-adjacent data, formatting axis values and modifying existing graphs.
This document discusses how to work with charts in Excel. It explains that charts allow audiences to more easily understand numbers in a spreadsheet by making comparisons and trends visual. It then provides instructions for inserting and modifying charts, including how to identify the different parts of a chart, change the chart type and layout, apply styles, and move the chart to another worksheet. The goal is to demonstrate how charts can be an effective tool for communicating data.
The document lists 122 shortcuts for Visual Studio Code on Windows. It groups the shortcuts into categories such as general shortcuts, editing shortcuts, navigation shortcuts, search and replace shortcuts, multi-cursor and selection shortcuts, rich language editing shortcuts, editor management shortcuts, file management shortcuts, display shortcuts, debug shortcuts, and integrated terminal shortcuts. The shortcuts provide quick access to common commands and functions in Visual Studio Code like showing the command palette, opening files, searching, navigation, formatting code, and more.
This document lists keyboard shortcuts using the CTRL key in Microsoft Excel. Some key shortcuts include:
- CTRL+PgUp/PgDn to switch between worksheet tabs from left to right or vice versa
- CTRL+SHIFT+(/) to hide or show hidden rows
- CTRL+SHIFT+~/%/^/! to apply different number formats
- CTRL+SHIFT+* to select the entire data region
- CTRL+A to select the entire worksheet
- CTRL+C/X to copy or cut selected cells
- CTRL+V to paste clipboard contents
The document describes how to create the main content area of a webpage. It involves creating a rectangle layer named "c01" sized 300px by 175px and placing it 30px below the header. Text is added with title, description, and link styled with different fonts, sizes, and colors. A square border layer is made and styled with a stroke. The content is grouped and duplicated to create sections for "about", "services", and "portfolio" which are spaced evenly.
This document provides instructions for how to perform various tasks in Excel, such as opening Excel, modifying toolbars and displays, entering and formatting text, deleting cell contents and rows, adding fill colors to cells, creating and formatting charts, copying and pasting data and charts into Word, checking spelling and grammar, printing with adjusted margins, and saving files.
This document provides shortcuts for Excel. It is organized into sections for entering and editing data, formatting data, selecting cells and objects, moving and scrolling, printing, working with Pivot Tables, and more. Some key shortcuts include Ctrl + ; to enter the time, Ctrl + C to copy a selection, Ctrl + V to paste, and F2 to edit the active cell. Pivot Table shortcuts allow moving fields between the page, row, column, and data areas using Alt + P, R, C, or D respectively.
The document provides instructions for creating a featured project section on a website header. It involves:
1) Creating a rectangle container and clipping an image inside it for the featured project.
2) Adjusting the image by scaling and changing the blending mode.
3) Adding a title background and horizontal line above the image.
4) Adding a title and description inside the title area with specified font settings.
This document lists keyboard shortcuts for Microsoft Excel. Some key shortcuts include:
- Ctrl+PgDn/PgUp to switch between worksheet tabs from left to right or vice versa
- Ctrl+Shift+&/+ to apply or remove outline borders from selected cells
- Ctrl+Shift+~/+/#/@/!/* to apply different number, date, time, or currency formats
- Ctrl+A to select the entire worksheet or current region
- Ctrl+C/X/V to copy, cut, or paste selected cells
- Ctrl+S to save the active file
- Ctrl+Z to undo the last command or deletion
Creating & Editing Charts In Microsoft Excel 2003bud_00
This document provides instructions for creating and editing charts in Microsoft Excel 2003. It discusses using the Chart Wizard to select the appropriate chart type based on the data, embedding or creating charts as separate worksheets, formatting and editing charts, and choosing the right chart type for different types of data comparisons. Key steps for creating a column chart using the Chart Wizard are outlined.
The document provides instructions for creating a footer section in a design layout. It describes creating a rectangle background layer named "footer bg" sized 1200px by 100px at the bottom of the layout. It also describes adding copyright and link text on the left using Arial font sized 12pt in grey, and an email subscription section on the right including a rounded rectangle button layer named "subscribe btn", "Subscribe" text in bold Arial sized 13pt, and a rounded rectangle email field layer sized 210px by 35px in white.
List of ms office shortcut by rana salah ud-din 0313-1613927Rana Salah-ud-Din
This document provides keyboard shortcuts for Microsoft Excel. Some key shortcuts include Ctrl+S to save a workbook, Ctrl+N to create a new workbook, Ctrl+C to copy and Ctrl+V to paste. Arrow keys can be used to navigate cells and Ctrl+Home moves to cell A1. Formatting can be applied with shortcuts like Ctrl+B for bold and Ctrl+I for italics. Functions are inserted with Ctrl+= for autosum.
This document provides shortcuts and techniques for using InDesign. It includes shortcuts for common tasks like selecting text, zooming, and navigating pages. Methods are described for selecting different amounts of text using click counts. Techniques are outlined for selecting text by words, paragraphs, and stories. The document also covers working with master page items, layers, overset text, hidden characters, text wrap, changing text case, and using the glyphs panel.
This document lists important Excel shortcuts organized by command and keystroke. It provides shortcuts for common tasks like copying, pasting, formatting cells, navigating sheets, inserting and deleting rows/columns, as well as shortcuts for commands like save, print, undo and more. The full list of shortcuts acts as a quick reference guide for Excel users.
Common Excel Shortcut Keys
Ctrl+PgDn Switches between worksheet tabs,
from left-to-right.
Ctrl+PgUp Switches between worksheet tabs,
from right-to-left.
Ctrl+Shift+& Applies the outline border to the
selected cells.
Ctrl+Shift_ Removes the outline border from the
and many more. ................
Macros code Copy paste visible data after filteringPramodkumar Jha
Macros to copy paste visible data after filtering, Macros to open workbook from path, Macros to retrive color index from cell, Macros to save workbook, Code for MsgBox
Do Until Loop, Do While Loop, For Each Loop, For Loop, Macros Code to close workbook without saving, Close workbook with saving, Code to hide sheet automatically with closing file
Macros code for Protecting and Unprotecting SheetsPramodkumar Jha
The document provides VBA code examples for common Excel tasks:
1) Code to protect and unprotect a sheet with a password.
2) Code to open multiple files from a folder and display the file names.
3) Code for zooming in and out of a worksheet by incrementally increasing or decreasing the zoom percentage.
4) Code to color the interior of a cell or range of cells.
Macros code to insert rectangle, Macros ode to Concatenate, Macros code for Dynamic Vlookup, Macros code for Last visible Cell, Count Cell, Visible Rows and Columns
Macros to get the name of workbook, Macros code for invisible updating, Hide screen updating, Hide & Unhide Sheets, Select next sheet, select previous sheet
This document contains code samples for adding new workbooks and setting different border line styles in Excel VBA. It includes code to add a new workbook and activate the old workbook. It also shows how to set various line styles for the bottom border of cell B2, including dash dot, dash, dot, double dash, none, slant dash dot, and continuous. The code uses the Range and Borders properties to set the line style for a specified cell range.
The document provides information on the purpose, structure, and elements of business letters. It discusses the different purposes that letters can serve, such as to inform, congratulate, enquire, order, request, or complain. It then describes the typical structure of a business letter, including elements like the heading, date, inside address, salutation, message body, complimentary close, signature block, and additional optional elements. Finally, it discusses principles for writing effective letters, such as using a clear, concise, correct, courteous, and considerate tone.
The document outlines advantages and limitations of email as well as etiquette for email use. It notes that email allows for fast, low-cost communication to multiple people and includes attachments. However, emails can be edited, anonymous, untraceable, and allow unwanted messages. Proper email etiquette includes being concise, using proper grammar, identifying the topic, and avoiding unnecessary attachments or formatting.
Communication Skill, Process of Communications, Principles of Communications, Noise, Koppact, Type of Noise, Effective communications, Communications patterns, Type of Communications, Verbal Communications, Non-Verbal Communications
Body language, or nonverbal communication, conveys important information beyond words. It includes gestures, facial expressions, eye contact, posture, and other cues. Some gestures indicate openness and confidence, like open hands and direct eye contact. Others suggest closed-off, defensive, or negative states, like crossed arms or avoiding eye contact. Properly interpreting body language requires considering cultural and contextual factors, as cues can have different meanings depending on situation and background. Body language often reveals hidden feelings and adds layers of meaning to what is said verbally.
The document discusses barriers to communication in four categories: personal barriers, organizational barriers, mechanical barriers, and physical barriers. Personal barriers include semantic barriers due to language differences and psychological barriers due to attitudes, biases, emotions, and lack of listening skills. Organizational barriers involve structural and status issues within an organization. Mechanical barriers relate to technical problems and information overload. Physical barriers arise from geographical distances, noise, distractions, and time pressures. To overcome these barriers, the document recommends increasing awareness of communication importance, establishing an open organizational climate, using empathy in interpersonal interactions, and implementing clear systems and feedback processes.
About Business Intelligence, Why BI, Technologies Supporting BI,Examples of BI Careers, BI Skills and Knowledge, Sample Role, Microsoft BI Platform, SQL Server Database Management, SQL server Integration Services, SQL server Analysis Services, SQL Server Reporting Services, Microsoft Excel, SharePoint Server
This document analyzes India Infoline Financial's gold loan products and services in India. It aims to understand client satisfaction, perceptions of financial products, and awareness of gold loans. India Infoline is a subsidiary of India Infoline Limited that provides products like gold loans, healthcare loans, property loans, and mortgages. The document describes India Infoline's management, values, vision, SWOT analysis, gold loan process, schemes and interest rates. It also presents research methodology and data analysis from a survey on clients' occupation, awareness and usage of gold loans, satisfaction levels and perceptions of interest rates. The conclusion recommends better advertising and services to increase awareness of gold loan services.
The document defines and provides the calculation for various financial ratios used to analyze a company's profitability, liquidity, leverage, activity, and other aspects. The ratios include gross profit margin, operating profit margin, net profit margin, return on total assets, return on stockholder's equity, return on common equity, earnings per share, current ratio, quick ratio, inventory to working capital ratio, debt to asset ratio, debt to equity ratio, long term debt to equity ratio, times interest earned, inventory turnover, fixed assets turnover, total assets turnover, accounts receivable turnover, average collection period, dividend yield on common stock, price to earnings ratio, dividend payout ratio, and cash flow per share. The calculations generally involve
This document provides definitions and explanations of several key financial concepts:
- Comparative advantage refers to a country's ability to produce a good at a lower opportunity cost than another country. Trade allows both countries to benefit even if one is more efficient in all goods.
- Compound interest accrues interest on prior interest amounts, increasing the overall return at a faster rate compared to simple interest. Disclosing compounding frequencies helps consumers compare borrowing costs.
- Contango refers to futures prices being higher than expected future spot prices, incentivizing storage of the commodity by hedgers and speculators.
- Several concepts are defined in 1-2 sentences, including deflation, deleveraging, discounted cash flow analysis,
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeWalaa Eldin Moustafa
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...sameer shah
"Join us for STATATHON, a dynamic 2-day event dedicated to exploring statistical knowledge and its real-world applications. From theory to practice, participants engage in intensive learning sessions, workshops, and challenges, fostering a deeper understanding of statistical methodologies and their significance in various fields."
Build applications with generative AI on Google CloudMárton Kodok
We will explore Vertex AI - Model Garden powered experiences, we are going to learn more about the integration of these generative AI APIs. We are going to see in action what the Gemini family of generative models are for developers to build and deploy AI-driven applications. Vertex AI includes a suite of foundation models, these are referred to as the PaLM and Gemini family of generative ai models, and they come in different versions. We are going to cover how to use via API to: - execute prompts in text and chat - cover multimodal use cases with image prompts. - finetune and distill to improve knowledge domains - run function calls with foundation models to optimize them for specific tasks. At the end of the session, developers will understand how to innovate with generative AI and develop apps using the generative ai industry trends.
Codeless Generative AI Pipelines
(GenAI with Milvus)
https://ml.dssconf.pl/user.html#!/lecture/DSSML24-041a/rate
Discover the potential of real-time streaming in the context of GenAI as we delve into the intricacies of Apache NiFi and its capabilities. Learn how this tool can significantly simplify the data engineering workflow for GenAI applications, allowing you to focus on the creative aspects rather than the technical complexities. I will guide you through practical examples and use cases, showing the impact of automation on prompt building. From data ingestion to transformation and delivery, witness how Apache NiFi streamlines the entire pipeline, ensuring a smooth and hassle-free experience.
Timothy Spann
https://www.youtube.com/@FLaNK-Stack
https://medium.com/@tspann
https://www.datainmotion.dev/
milvus, unstructured data, vector database, zilliz, cloud, vectors, python, deep learning, generative ai, genai, nifi, kafka, flink, streaming, iot, edge
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
Open Source Contributions to Postgres: The Basics POSETTE 2024ElizabethGarrettChri
Postgres is the most advanced open-source database in the world and it's supported by a community, not a single company. So how does this work? How does code actually get into Postgres? I recently had a patch submitted and committed and I want to share what I learned in that process. I’ll give you an overview of Postgres versions and how the underlying project codebase functions. I’ll also show you the process for submitting a patch and getting that tested and committed.
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Aggregage
This webinar will explore cutting-edge, less familiar but powerful experimentation methodologies which address well-known limitations of standard A/B Testing. Designed for data and product leaders, this session aims to inspire the embrace of innovative approaches and provide insights into the frontiers of experimentation!
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...Social Samosa
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
2. Sub Copy()
' Copy from one sheet and paste in other sheet
Sheet1.select
Range("A1:C5").Copy
Sheet2.Select
Range("A1:C5").PasteSpecial xlPasteAll
Application.CutCopyMode = False
End Sub
FROM ONE SHEET TO OTHER SHEET
NEXT: PASTE ON SAME SHEET
3. Sub Copy()
' Copy and paste on same sheet
Range("A1:C5").Copy Destination:= Range("A1")
End Sub
PASTE ON SAME SHEET
THANK YOU
5. Sub Copy()
' Copy_Paste all Except Borders
Sheet1.select
Range("A1:C5").Copy
Sheet2.Select
Range("A1:C5").PasteSpecial xlPasteAllExceptBorders
Application.CutCopyMode = False
End Sub
PASTE ALL EXCEPT BORDERS
NEXT: PASTE COLUMN WIDTH
6. Sub Copy()
' Copy_Paste only Column Widths
Sheet1.select
Range("A1:C5").Copy
Sheet2.Select
Range("A1:C5").PasteSpecial xlPasteColumnWidths
Application.CutCopyMode = False
End Sub
PASTE COLUMN WIDTHS
NEXT: PASTE COMMENTS
7. Sub Copy()
' Copy_Paste only Comments
Sheet1.select
Range("A1:C5").Copy
Sheet2.Select
Range("A1:C5").PasteSpecial xlPasteComments
Application.CutCopyMode = False
End Sub
PASTE COMMENTS
NEXT: PASTE FORMULAS
8. Sub Copy()
' Copy_Paste only Formulas
Sheet1.select
Range("A1:C5").Copy
Sheet2.Select
Range("A1:C5").PasteSpecial xlPasteFormulas
Application.CutCopyMode = False
End Sub
PASTE FORMULAS
NEXT: PASTE FORMULAS AND FORMAT
9. Sub Copy()
' Copy_Paste Formulas and Number Formats
Sheet1.select
Range("A1:C5").Copy
Sheet2.Select
Range("A1:C5").PasteSpecial xlPasteFormulasAndNumber Formats
Application.CutCopyMode = False
End Sub
PASTE FORMULAS AND NUMBER FORMATS
NEXT: PASTE VALUES
10. Sub Copy()
' Copy_Paste only Values
Sheet1.select
Range("A1:C5").Copy
Sheet2.Select
Range("A1:C5").PasteSpecial xlPasteValues
Application.CutCopyMode = False
End Sub
PASTE VALUES
NEXT: PASTE VALUES AND NUMBER FORMAT
11. Sub Copy()
' Copy_Paste Values and Number Formats
Sheet1.select
Range("A1:C5").Copy
Sheet2.Select
Range("A1:C5").PasteSpecial xlPasteValuesandNumberFormats
Application.CutCopyMode = False
End Sub
PASTE VALUES AND NUMBER FORMATS
NEXT: PASTE FORMAT
12. Sub Copy()
' Copy_Paste only Format
Sheet1.select
Range("A1:C5").Copy
Sheet2.Select
Range("A1:C5").PasteSpecial xlPasteFormats
Application.CutCopyMode = False
End Sub
PASTE FORMATS
NEXT: PASTE VALIDATION
13. Sub Copy()
' Copy_Paste Validation
Sheet1.select
Range("A1:C5").Copy
Sheet2.Select
Range("A1:C5").PasteSpecial xlPasteValidation
Application.CutCopyMode = False
End Sub
PASTE VALIDATION
THANK YOU