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Tuesday, April 12, 2022
3D Formula in Excel - Excel tips and tricks
Saturday, March 19, 2022
Optimization Model - Production Planning - Maximize Profit - Part 3
Friday, October 29, 2021
Correlation application on Stock Analysis- Google Colab Python
#Correlation #StockAnalysis #GoogleColab Correlation explains the relationship between two variables, Correlation coefficient is a measure to define the strength of relationship between variables. Correlation coefficient lies between -1 to +1. Google Colab Python is used to calculate Correlation Coefficient with simple codes. Correlation matrix / Correlation Plot creation is explained in this video. Application of Correlation in stock analysis with real time example explaining correlation between Sensex and TCS price is explained in the video. 00:00 Correlation 01:58 Correlation Matrix 05:42 Correlation plot / Correlation heatmap 11:50 Correlation application on Stock Analysis 14:42 Conclusion Google Colab Python Playlist - https://www.youtube.com/watch?v=pedhtDm-qhc&list=PLIo8gVJ3Lwqhq_C0-OrWxxJsCpAgNYMNi If you have any queries, please post it in comment section.
Tuesday, October 19, 2021
Nested IF Vs Vlookup Vs Lookup - Excel tips and tricks
Sunday, October 17, 2021
Optimization Model - Production Planning - Maximize Profit - Part 2
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#Optimization #ProductionPlan #MaximizeProfit Optimization models for decision making is very important on #business point of view, primary objective of any business is to maximize profit and minimize cost. Optimization models and methods are effective and help businesses to achieve their objectives. Production plan plays a vital role in any #manufacturing company in maximizing production considering constraints at minimum cost and achieving maximum profit or maximum #production to the company. Applying optimization techniques in production planning will surely helps the company to maximize their profit with available resources. Video shows how to Maximize profit using linear programming through excel solver, maximize profit in business will become easy task. Minimize cost can also achieved through Optimization model excel Optimization Model - Production Planning - Maximize Profit - Part 1 : https://youtu.be/MT0_Zg1wDlo In Part 2, we have worked on maximizing profit by increasing number of machines to ensure biscuit manufacturing at the rate of 3 tons per hour, further we have shown how to utilize excel solver to find optimum number of machines to maximize profit with the available inventory. 00:00 Introduction 01:27 Maximize profit with fixed number of machines 05:07 Finding Optimum Number of machines to maximize profit 08:43 Revising all four scenarios of Production Plan 09:15 Conclusion If you have any queries, please post it in comment section or at our blog - https://pakuppaivu.blogspot.com
Tuesday, October 12, 2021
Descriptive Statistics - Box plot and Histogram in Google Colab Python
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#BoxPlot #Histogram #Colab
Creating Box plot / whisker's plot and histogram using Google Colab #python will become simple task after watching this video. We have explained the need to use Python for chart preparation on comparison to Spreadsheet as Python helps to create charts with better visualization by writing simple codes and also it saves time which in turn will improve the productivity of Data #Analysts. Histogram and Box plot plays a vital role in Descriptive Statistics. Both plots are used to visualized the spread range of data. Histogram shows the frequency in bar graph format whereas box plot is representation of the distribution of a variable through its quartiles. Various types of #distribution in histogram - a) Normal Distribution, b)Right Skewed / Positively Skewed distribution, c) Left Skewed / Negatively Skewed distribution Some the important things we need to know about box plots are, a) Inter-Quartile Range (IQR) :Central 50% data spread, 25th Percentile to 75th Percentile of data spread. i.e., IQR = Value of 75th Percentile - Value of 25th Percentile b) Upper Control Limit (UCL) : 75th Percentile + 1.5*IQR or Maximum c) Lower Control Limit (LCL) : 25th Percentile - 1.5*IQR or Minimum d) Outliers: Any value above upper control limit and any value below lower control limit We have explained all the above statistical details related to histogram and box plot in this video. 00:00 Introduction 01:23 Creating Histogram in Google Colab Python 04:32 Right Skewed & Left Skewed Histogram 06:49 Creating Box Plot in Google Colab Python 11:56 Box plot showing relationship 14:41 Conclusion If you have any queries please post it in comment section or at our blog - https://pakuppaivu.blogspot.comFriday, October 8, 2021
Optimization Model - Production Planning - Maximize Profit - Part 1
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#Optimization #ProductionPlan #MaximizeProfit
Optimization models for decision making is very important on #business point of view, primary objective of any business is to maximize profit and minimize cost. Optimization models and methods are effective and help businesses to achieve their objectives. Production Plan plays a vital role in any #manufacturing company in maximizing production considering constraints at minimum cost and achieving maximum profit or maximum #production to the company. Applying optimization techniques in production planning will surely helps the company to maximize their profit with available resources. 00:00 What is #Optimization? 01:10 Explaining Business Case 02:36 Building Optimization Model 04:48 Production Plan for Optimizing / Maximizing Profit with Inventory Constraint 08:10 Maximizing Profit with Inventory and Machine constraints 12:48 Impact of additional constraint on profit explained 14:01 Conclusion If you have any queries, please post it in comment section or at our blog - https://pakuppaivu.blogspot.com3D Formula in Excel - Excel tips and tricks
#3Dformula #Excel When working on multiple sheets 3D Formula in Excel helps to work smart and saves time while creating summary. It is o...
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Watch the video above... #BoxPlot #Histogram #Colab Creating Box plot / whisker's plot and histogram using Google Colab #python wi...
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#Correlation #StockAnalysis #GoogleColab Correlation explains the relationship between two variables, Correlation coefficient is a mea...