Types of charts
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Types of charts and Diagram used in Research
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Rank correlation problem
The document provides statistical calculations for a data set with 6 samples. It lists the sums of x, y, xy, x^2 and y^2 as well as the result of dividing 2868 by 5413.27 which equals 0.529809.
Linear regression
Regression analysis determines the average relationship between variables, with one variable (independent) being used to predict another (dependent). For example, the amount of rain (independent) can be used to predict agricultural output (dependent, positive relationship), while price (independent) inversely impacts demand (dependent, negative relationship). Regression equations can be calculated from data to model these relationships between independent and dependent variables.
Correlation problem
Karl Pearson developed two methods for calculating the coefficient of correlation between two variables X and Y from sample data. The document provides the values for two variables X and Y but does not explain the methods or show the calculations to find the coefficient of correlation.
Correlation (theory)
Positive correlations exist between taller people and larger shoe sizes, more savings and greater financial security, and higher temperatures and increased ice cream sales. Negative correlations are seen between more absences and lower grades, colder weather and decreased air conditioning costs, and slower speeds and increased travel time. An example analyzes the highway accident relationship between motor speed and number of accidents, finding that increased speed correlates with more accidents, demonstrating how a correlation chart depicts the connection between variables.
Time series
Time series data is a series of data points indexed (or listed or graphed) in time order. Examples of time series data include stock prices over several years, daily temperature readings, or monthly sales figures. Time series data allows analysis of changes, trends, seasonality and other patterns in the data over time.
Semi average method
This document describes the method of semi-averages for measuring secular trends in data. The method involves dividing the data into two equal halves and calculating the arithmetic mean of each half. While simple to understand and apply, the method assumes a straight line relationship between data points and the trend line may change with additional data. The method is explained for both even and odd datasets.
Ratio to trend
The ratio of the current price of a stock to its moving average price over a period of time is used to determine if the stock is overbought or oversold. A ratio over 1 means the stock is trading above its trend and could be overbought, while a ratio under 1 means it is trading below its trend and may be oversold. Traders watch the ratio to trend to help identify potential buy or sell opportunities based on the stock moving back in line with its trend.
Ratio to moving average method
The ratio to moving average method is the most widely used method of measuring seasonal variations. It calculates seasonal variations by taking the ratio of current sales to the moving average of sales for the same period over several previous years. This method helps identify seasonal patterns by comparing current sales activity to historical averages for the same time period.
Recommended
Rank correlation problem
The document provides statistical calculations for a data set with 6 samples. It lists the sums of x, y, xy, x^2 and y^2 as well as the result of dividing 2868 by 5413.27 which equals 0.529809.
Linear regression
Regression analysis determines the average relationship between variables, with one variable (independent) being used to predict another (dependent). For example, the amount of rain (independent) can be used to predict agricultural output (dependent, positive relationship), while price (independent) inversely impacts demand (dependent, negative relationship). Regression equations can be calculated from data to model these relationships between independent and dependent variables.
Correlation problem
Karl Pearson developed two methods for calculating the coefficient of correlation between two variables X and Y from sample data. The document provides the values for two variables X and Y but does not explain the methods or show the calculations to find the coefficient of correlation.
Correlation (theory)
Positive correlations exist between taller people and larger shoe sizes, more savings and greater financial security, and higher temperatures and increased ice cream sales. Negative correlations are seen between more absences and lower grades, colder weather and decreased air conditioning costs, and slower speeds and increased travel time. An example analyzes the highway accident relationship between motor speed and number of accidents, finding that increased speed correlates with more accidents, demonstrating how a correlation chart depicts the connection between variables.
Time series
Time series data is a series of data points indexed (or listed or graphed) in time order. Examples of time series data include stock prices over several years, daily temperature readings, or monthly sales figures. Time series data allows analysis of changes, trends, seasonality and other patterns in the data over time.
Semi average method
This document describes the method of semi-averages for measuring secular trends in data. The method involves dividing the data into two equal halves and calculating the arithmetic mean of each half. While simple to understand and apply, the method assumes a straight line relationship between data points and the trend line may change with additional data. The method is explained for both even and odd datasets.
Ratio to trend
The ratio of the current price of a stock to its moving average price over a period of time is used to determine if the stock is overbought or oversold. A ratio over 1 means the stock is trading above its trend and could be overbought, while a ratio under 1 means it is trading below its trend and may be oversold. Traders watch the ratio to trend to help identify potential buy or sell opportunities based on the stock moving back in line with its trend.
Ratio to moving average method
The ratio to moving average method is the most widely used method of measuring seasonal variations. It calculates seasonal variations by taking the ratio of current sales to the moving average of sales for the same period over several previous years. This method helps identify seasonal patterns by comparing current sales activity to historical averages for the same time period.
Moving average method
The moving average method calculates averages for subsets of data over a period of time to smooth out short-term fluctuations and highlight longer-term trends or cycles. For example, a two-year moving average is calculated by finding the average of years 1 and 2, then the average of years 2 and 3, and the average of years 3 and 4. Moving averages are typically plotted to visualize trends over time.
Least square method
The document discusses the least squares method, which is a statistical technique for finding the best-fitting linear regression line for a set of data points by minimizing the sum of the squared residuals, or offsets of the data points from the line. It provides the formulas for calculating the slope (b) and y-intercept (a) of the regression line, and applies the method to fit trend lines to sample sales data for TVs and air conditioners from 2007 to 2012, predicting future sales for 2015.
Method of simple averages
The document describes the method of simple averages to measure seasonal variations. It outlines the procedure which involves arranging data by time period like months or quarters. The sums for each period are calculated and averages found. A grand average is determined. Seasonal indices are computed by dividing the average of each period by the grand average. Examples are given for calculating indices using monthly or quarterly data.
Sampling
This document describes different sampling methods used in research:
- Simple random sampling involves randomly selecting participants from the entire population so that everyone has an equal chance of selection.
- Systematic sampling lists the population numerically and selects participants at regular intervals, like every 10th person.
- Stratified sampling divides the population into subgroups or "strata" based on characteristics and randomly selects participants proportionally from each subgroup.
- Cluster sampling divides the population into subgroups with similar characteristics and randomly selects entire subgroups rather than individuals.
- Convenience sampling and voluntary response sampling involve selecting easily accessible participants, but results may not be generalizable to the entire population.
- Snowball sampling recruits participants through other participants when the full population is
Report Writing
A research report summarizes research that has been conducted. It typically includes three main parts: an introduction describing the background and objectives of the research, a central part detailing the methodology, findings, and conclusions of the research, and an appendix including additional supporting materials. A good research report structure clearly outlines the objectives, methodology, analysis, findings, and conclusions of the research work.
Report writing
A research report summarizes research that has been conducted. It typically includes three main parts: an introduction describing the background and objectives of the research, a central part detailing the methodology, findings, and conclusions of the research, and an appendix including additional supporting materials. A good research report structure clearly outlines the objectives, methodology, analysis, findings, and conclusions of the research work.
Principles of a good research report
A good research report should be selective yet comprehensive, including all necessary details while excluding common knowledge. It must be accurate, objective, clear and simple without bias or ambiguities. The report should also be reliable, attractive, and prepared within budget constraints using proper language tailored to the target audience.
Primary data vs second Data
The document discusses three primary methods for collecting data: surveys, observation, and experimentation. Surveys involve asking questions of a sample group and recording their answers. Observation gathers information through direct observation without questioning respondents. Experiments are conducted in a controlled laboratory environment to study causes and effects.
Primary and secondary
The document discusses primary and secondary data. Primary data is original data collected directly by the researcher through methods like surveys, interviews, questionnaires. Secondary data is data originally collected by someone else through sources like publications, websites, government records. The advantages of primary data are it is specific to the researcher's needs and accurate, while it is time-consuming and expensive to collect. Secondary data is easily accessible and affordable but may be outdated or unreliable.
Precautions for writing research reports
This document provides precautions and guidelines for writing effective research reports. It recommends that reports be long enough to cover the topic but concise to maintain reader interest. Technical jargon and abstract terms should be avoided, using simple clear language instead. The layout and structure of the report must support the research objectives. It should contribute new knowledge, show original solutions, and include proper citations, formatting, and a bibliography.
Importance of Report Writing
Report writing is important for several reasons. It allows organizations to analyze issues and provide information to committees. Writing reports helps improve skills like design, judgment, and communication, which can help with promotions. Reports also serve as an important decision-making tool for managers, providing evaluated information from different departments to help solve complex problems and make business decisions. Reports provide an easy way for managers to access information quickly for problem-solving and support various management functions like planning and controlling.
Hypothesis testing
Hypothesis testing is a statistical method for determining if a hypothesis is true or false based on sample data. Common statistical tools used for hypothesis testing include the z-test, which is used to test hypotheses about population means, and the chi-square test, which is used to determine if frequency data fits an expected distribution.
Hypothese formulation
A hypothesis is a proposed explanation for a research question that is tested for potential rejection or approval, with the goal of drawing a conclusion and adding to existing knowledge. When testing hypotheses, a type I error occurs when rejecting a true null hypothesis, while a type II error is the failure to reject a false null hypothesis.
Good sampling
A good sample should be goal-oriented and representative of the overall population it is drawn from. It needs to be large enough to accurately represent the diversity of the population yet still be economical. Additionally, the sample design must be practical to implement in order to get the information needed for the study while also allowing the reliability of the sample to be measured.
Correlation problem
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Significant of business eco
Business economics helps understand economic behavior and incorporates ideas from other disciplines. It covers important concepts like demand and supply, costs, and utility that support managers in analyzing problems and solutions. Business economics also helps frame policies and assess the economy, while inculcating ethical norms and sharpening intellectual abilities.
Scope of business eco
This document discusses key topics in business economics including demand analysis and forecasting, cost and production analysis, pricing decisions and policies, profit management, and capital management. Demand forecasting guides business decisions and market positioning. Cost analysis using accounting data and production studies can provide useful cost estimates. Pricing is important for revenue and depends on market conditions and forecasting. Profit measurement and planning techniques like break-even analysis are crucial. Capital investment challenges require management solutions.
Ppf and opper
The production possibilities frontier (PPF) indicates the maximum output combinations of two goods or services an economy can achieve with full employment of available resources. It assumes resources and technology are fixed. The opportunity cost refers to the next best alternative forgone in making a choice. It provides a basis for decision making, price determination, and efficient allocation of resources by analyzing the costs of all alternatives.
一比一原版(Unimelb毕业证书)墨尔本大学毕业证如何办理
原版制作【微信:41543339】【(Unimelb毕业证书)墨尔本大学毕业证】【微信:41543339】《成绩单、外壳、雅思、offer、留信学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同进口机器一比一制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样
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二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
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More from Pandidurai P
Moving average method
The moving average method calculates averages for subsets of data over a period of time to smooth out short-term fluctuations and highlight longer-term trends or cycles. For example, a two-year moving average is calculated by finding the average of years 1 and 2, then the average of years 2 and 3, and the average of years 3 and 4. Moving averages are typically plotted to visualize trends over time.
Least square method
The document discusses the least squares method, which is a statistical technique for finding the best-fitting linear regression line for a set of data points by minimizing the sum of the squared residuals, or offsets of the data points from the line. It provides the formulas for calculating the slope (b) and y-intercept (a) of the regression line, and applies the method to fit trend lines to sample sales data for TVs and air conditioners from 2007 to 2012, predicting future sales for 2015.
Method of simple averages
The document describes the method of simple averages to measure seasonal variations. It outlines the procedure which involves arranging data by time period like months or quarters. The sums for each period are calculated and averages found. A grand average is determined. Seasonal indices are computed by dividing the average of each period by the grand average. Examples are given for calculating indices using monthly or quarterly data.
Sampling
This document describes different sampling methods used in research:
- Simple random sampling involves randomly selecting participants from the entire population so that everyone has an equal chance of selection.
- Systematic sampling lists the population numerically and selects participants at regular intervals, like every 10th person.
- Stratified sampling divides the population into subgroups or "strata" based on characteristics and randomly selects participants proportionally from each subgroup.
- Cluster sampling divides the population into subgroups with similar characteristics and randomly selects entire subgroups rather than individuals.
- Convenience sampling and voluntary response sampling involve selecting easily accessible participants, but results may not be generalizable to the entire population.
- Snowball sampling recruits participants through other participants when the full population is
Report Writing
A research report summarizes research that has been conducted. It typically includes three main parts: an introduction describing the background and objectives of the research, a central part detailing the methodology, findings, and conclusions of the research, and an appendix including additional supporting materials. A good research report structure clearly outlines the objectives, methodology, analysis, findings, and conclusions of the research work.
Report writing
A research report summarizes research that has been conducted. It typically includes three main parts: an introduction describing the background and objectives of the research, a central part detailing the methodology, findings, and conclusions of the research, and an appendix including additional supporting materials. A good research report structure clearly outlines the objectives, methodology, analysis, findings, and conclusions of the research work.
Principles of a good research report
A good research report should be selective yet comprehensive, including all necessary details while excluding common knowledge. It must be accurate, objective, clear and simple without bias or ambiguities. The report should also be reliable, attractive, and prepared within budget constraints using proper language tailored to the target audience.
Primary data vs second Data
The document discusses three primary methods for collecting data: surveys, observation, and experimentation. Surveys involve asking questions of a sample group and recording their answers. Observation gathers information through direct observation without questioning respondents. Experiments are conducted in a controlled laboratory environment to study causes and effects.
Primary and secondary
The document discusses primary and secondary data. Primary data is original data collected directly by the researcher through methods like surveys, interviews, questionnaires. Secondary data is data originally collected by someone else through sources like publications, websites, government records. The advantages of primary data are it is specific to the researcher's needs and accurate, while it is time-consuming and expensive to collect. Secondary data is easily accessible and affordable but may be outdated or unreliable.
Precautions for writing research reports
This document provides precautions and guidelines for writing effective research reports. It recommends that reports be long enough to cover the topic but concise to maintain reader interest. Technical jargon and abstract terms should be avoided, using simple clear language instead. The layout and structure of the report must support the research objectives. It should contribute new knowledge, show original solutions, and include proper citations, formatting, and a bibliography.
Importance of Report Writing
Report writing is important for several reasons. It allows organizations to analyze issues and provide information to committees. Writing reports helps improve skills like design, judgment, and communication, which can help with promotions. Reports also serve as an important decision-making tool for managers, providing evaluated information from different departments to help solve complex problems and make business decisions. Reports provide an easy way for managers to access information quickly for problem-solving and support various management functions like planning and controlling.
Hypothesis testing
Hypothesis testing is a statistical method for determining if a hypothesis is true or false based on sample data. Common statistical tools used for hypothesis testing include the z-test, which is used to test hypotheses about population means, and the chi-square test, which is used to determine if frequency data fits an expected distribution.
Hypothese formulation
A hypothesis is a proposed explanation for a research question that is tested for potential rejection or approval, with the goal of drawing a conclusion and adding to existing knowledge. When testing hypotheses, a type I error occurs when rejecting a true null hypothesis, while a type II error is the failure to reject a false null hypothesis.
Good sampling
A good sample should be goal-oriented and representative of the overall population it is drawn from. It needs to be large enough to accurately represent the diversity of the population yet still be economical. Additionally, the sample design must be practical to implement in order to get the information needed for the study while also allowing the reliability of the sample to be measured.
Correlation problem
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Significant of business eco
Business economics helps understand economic behavior and incorporates ideas from other disciplines. It covers important concepts like demand and supply, costs, and utility that support managers in analyzing problems and solutions. Business economics also helps frame policies and assess the economy, while inculcating ethical norms and sharpening intellectual abilities.
Scope of business eco
This document discusses key topics in business economics including demand analysis and forecasting, cost and production analysis, pricing decisions and policies, profit management, and capital management. Demand forecasting guides business decisions and market positioning. Cost analysis using accounting data and production studies can provide useful cost estimates. Pricing is important for revenue and depends on market conditions and forecasting. Profit measurement and planning techniques like break-even analysis are crucial. Capital investment challenges require management solutions.
Ppf and opper
The production possibilities frontier (PPF) indicates the maximum output combinations of two goods or services an economy can achieve with full employment of available resources. It assumes resources and technology are fixed. The opportunity cost refers to the next best alternative forgone in making a choice. It provides a basis for decision making, price determination, and efficient allocation of resources by analyzing the costs of all alternatives.
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一比一原版(Unimelb毕业证书)墨尔本大学毕业证如何办理
原版制作【微信:41543339】【(Unimelb毕业证书)墨尔本大学毕业证】【微信:41543339】《成绩单、外壳、雅思、offer、留信学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同进口机器一比一制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样
学校原件一模一样【微信：741003700 】《(英国UCA毕业证书)创意艺术大学毕业证》【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
University of New South Wales degree offer diploma Transcript
澳洲UNSW毕业证书制作新南威尔士大学假文凭定制Q微168899991做UNSW留信网教留服认证海牙认证改UNSW成绩单GPA做UNSW假学位证假文凭高仿毕业证申请新南威尔士大学University of New South Wales degree offer diploma Transcript
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
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.
DSSML24_tspann_CodelessGenerativeAIPipelines
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
Analysis insight about a Flyball dog competition team's performance
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
End-to-end pipeline agility - Berlin Buzzwords 2024
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.
原版一比一利兹贝克特大学毕业证(LeedsBeckett毕业证书)如何办理
原版制作【微信:41543339】【利兹贝克特大学毕业证(LeedsBeckett毕业证书)】【微信:41543339】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路）我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
原版一模一样【微信：741003700 】【(uts毕业证书)悉尼科技大学毕业证学历证书】【微信：741003700 】学位证，留信认证（真实可查，永久存档）offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原海外各大学 Bachelor Diploma degree, Master Degree Diploma
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
Experts live - Improving user adoption with AI
Bekijk de slides van onze sessie Enhancing Modern Workplace Efficiency op Experts Live 2024.
Population Growth in Bataan: The effects of population growth around rural pl...
A population analysis specific to Bataan.
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
by
Timothy Spann
Principal Developer Advocate
https://budapestdata.hu/2024/en/
https://budapestml.hu/2024/en/
tim.spann@zilliz.com
https://www.linkedin.com/in/timothyspann/
https://x.com/paasdev
https://github.com/tspannhw
https://www.youtube.com/@flank-stack
milvus
vector database
gen ai
generative ai
deep learning
machine learning
apache nifi
apache pulsar
apache kafka
apache flink
原版制作(unimelb毕业证书)墨尔本大学毕业证Offer一模一样
学校原件一模一样【微信：741003700 】《(unimelb毕业证书)墨尔本大学毕业证》【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
毕业原版【微信:176555708】【(GWU,GW毕业证书)乔治·华盛顿大学毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
毕业原版【微信:176555708】【(UMN毕业证书)明尼苏达大学毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
The Ipsos - AI - Monitor 2024 Report.pdf
According to Ipsos AI Monitor's 2024 report, 65% Indians said that products and services using AI have profoundly changed their daily life in the past 3-5 years.
Predictably Improve Your B2B Tech Company's Performance by Leveraging Data
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
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- - -
This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
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