Wednesday, September 2, 2020

Calculating Questions on ACT Science Interpolating and Extrapolating From Data

Computing Questions on ACT Science Interpolating and Extrapolating From Data SAT/ACT Prep Online Guides and Tips In these inquiries, math meets science. You may be thinking, â€Å"Wait, yet the ACT Science area doesn’t let you utilize your calculator!†This is valid! What's more, this implies the ACT Science addresses that require figurings will just require extremely straightforward math that you can do by hand or in your mind. Computation questions expect you to locate a particular worth dependent on the figures gave. Be that as it may, the worth won't be appeared in the figure.Using the data you are given, you should foresee what might occur past the edges of the diagram or between values on a table.In this article, I'm going to cover additions and extrapolations, alongside tips and reasonable ACT Science practice questions. Introductions The word itself appears to be convoluted, yet it basically implies estimations of numbers between realized information focuses (which are given in the visuals).Let’s look at this ACT Science practice question: Start by attempting to find the important information (otherwise known as the information referenced in the inquiry, the normal change in AGTB at 75 m from the closest clearing) in this scatterplot: In the wake of inspecting the scatterplot, I see there are focuses set apart at 70 and 80 m from the focal point of the plot to the closest clearing, yet not at 75 m, this hole in information is the thing that makes this an insertion question! You have the information that encompass the point, yet you have to make sense of what the fact is. What numerical computation would you be able to do (utilizing the information you do need) to locate the estimated normal change in AGTB at 75 m from the focal point of the plot to the closest clearing?Perhaps, averaging the normal change in AGTB for 70 m and 80 m from the focal point of the plot to the closest clearing?At 70m from the focal point of the plot to the closest clearing, the normal change in AGTB is about - 3.1.At 80m from the focal point of the plot to the closest clearing, the normal change in AGTB is - 2.2. Presently, figure utilizing the normal equation: Aggregate of the qualities/(partitioned by) the quantity of qualities: ((- 2.2) + (- 3.1))/2 = - 5.2/2 = - 2.6 At that point, contrast it with the appropriate response decisions: along these lines, the appropriate response is G. ACT Science Tip #1: regardless of whether you were somewhat off in your information snatching (let’s state you said at 80m from the focal point of the plot to the closest clearing, the normal change in AGTB was - 2.1), you see the appropriate response decisions are across the board enough that you will find the solution decision directly by simply picking the appropriate response nearest to the normal you found in your figurings. ACT Science Tip #2: There is a substitute strategy to comprehend these inquiries when the appropriate response decisions are far reaching (as they are in the inquiry above). You can just draw a line coming to an obvious conclusion in the scatterplot, and afterward, you inexact the point at 75 m from the focal point of the plot to the closest clearing. See my model beneath: Utilizing this strategy, you can surmised the normal change in AGTB at - 2.8. This is nearest to answer G, so that is the right answer. Through this strategy, you discover the appropriate response significantly faster. In any case, as I said previously, this will just work for across the board answers. In the event that - 2.9 had been an answer, this strategy would not have been extremely successful, as you may have picked inaccurately. So possibly utilize this technique if the appropriate response decisions are across the board. Something else, stick to theprocess that will consistently work to respond to these inquiries: Locate the significant information (two information pointsequidistant from the point being referred to) Normal the information together to locate the surmised an incentive for the midpoint. Locate the nearest (or ideally coordinating) answer This procedure gets a little trickierin extrapolations, in which we'll figure information that is past the limits of what we're given. Extrapolations So as to show how extrapolation functions, we are going to work through an ACT Science practice question: Utilizing this table to respond to the inquiry: This extrapolation, similar to all extrapolations, requires recognizing an example in the information and foreseeing the subsequent stage in that design (in whichever heading the inquiry's information lies).These examples will consistently be generally basic, so the means we take are likewise moderately straightforward: Steps for each extrapolation question Pinpoint what we're making sense of: is it a worth pretty much than what we are given? Recognize the connection between 2 continuous information focuses in the table or diagram (it doesn't make a difference which focuses we use, as long as they are sequential) Discover the connection between the information in the inquiry and the information in the table Apply the example in the table to the new information point Let’s follow these means to understand the ACT Science practice question above:We're making sense of the thickness that would coordinate 67.54 g of arrangement in the graduated chamber as indicated by the table.The connection between 60.63 g of arrangement (the second to last passage in the table) and 64.64 g (the last section in the table) is +4.01 g of mass and +0.08 g/ml of thickness. The 67.54 g of arrangement (from the inquiry) is over the most noteworthy advance 64.64 g in the table. Make sense of the specific mass distinction between the two: 67.54-64.64 = 2.9 2.9 g is the mass distinction instead of 4.01 g between the last and second to last entry.Between the second to last section and last passage there was a +0.08 g/ml change in density.Since there is a somewhat littler mass change (about  ¾ the measure of progress between the last and second to last section), the thickness change will be marginally littler (about  ¾ the measure of progress between the last and second to last section). In this way, the change ought to be about +0.06 g/ml.Add that to the last thickness esteem in the table (1.29). 1.29 + 0.06 = 1.35 g/ml Along these lines, the appropriate response is H.Again, regardless of whether you were somewhat off, you would have been nearest to that answer decision. In the event that you feel uncertain of this procedure, you're going to get some more practice in extrapolating data. Look at this ACT Science practice question: Once more, we follow the equivalent steps:We need to utilize the table above.The most elevated given capacitance is 1.2 x 10^-6, and we are gotten some information about 1.5 x 10^-6.The time for 1.2x 10^-6 was 8.3 seconds.The second most elevated given capacitance was 0.6 x 10^-6, and the ideal opportunity for it was 4.2 seconds.The contrast in time somewhere in the range of 1.2 and 0.6 (the second most noteworthy given capacitance) is 8.3 - 4.2 seconds.So the thing that matters is +4.1 seconds. Recap I trust you feel like an ascertaining machine!For each interjection question, Locate the significant information (two information pointsequidistant from the point being referred to). Normal the information together to locate the surmised an incentive for the midpoint. Locate the nearest (or ideally coordinating) answer. For each extrapolation question, Pinpoint what we're making sense of, is it a worth pretty much than what we are given? Recognize the connection between 2 sequential information focuses in the table or chart. What amount does the y-valueincrease or decline as the x-esteem increments? Discover the connection between the information in the inquiry and the information in the table. For instance, is the information in the inquiry 5 pretty much than the information in the table? Apply the example in the table to the new information point. Findthe nearest (or ideally coordinating) answer. What’s Next? Presently that you're a figuring machine find out about different kinds of inquiries on the ACT Science area such asfactual questions,interpreting patterns questions, exploratory plan questions, and deciphering tests questions. In a rush to read for the ACT? Learnhow to pack. Not certain where you need to set off for college? We can assist you with picking your objective school and make sense of what ought to be your objective ACT score. Like this article? Need to improve your ACT score by 4? Look at our top tier online ACT prep program. We ensure your cash back on the off chance that you don't improve your ACT score by at least 4. Our program is altogether on the web, and it tweaks what you study to your qualities and shortcomings. On the off chance that you loved this Sciencelesson, you'll love our program.Along with progressively definite exercises, you'll get thousands ofpractice issues sorted out by singular abilities so you learn most successfully. We'll additionally give you a bit by bit program to follow so you'll never be confounded about what to concentrate straightaway. Look at our 5-day free preliminary: Have companions who additionally need assistance with test prep? Offer this article! Tweet Dora Seigel About the Author As a SAT/ACT coach, Dora has guided numerous understudies to test prep achievement. She cherishes watching understudies succeed and is focused on helping you arrive. Dora got a full-educational cost merit based grant to University of Southern California. She graduated magna cum laude and scored in the 99th percentile on the ACT. She is additionally energetic about acting, composing, and photography. Get Free Guides to Boost Your SAT/ACT Get FREE EXCLUSIVE insider tips on the best way to ACE THE SAT/ACT. 100% Privacy. No spam ever. hbspt.forms.create({ portalId: '360031', formId: '2167ba30-e68e-4777-b88d-8bf3c84579af', formInstanceId: '2', submitButtonClass: 'btn-red-light btn', target

Saturday, August 22, 2020

Writing the Essay

Writing the EssayKnowing the words to write an essay will help you gain the confidence to succeed with your essay. Being familiar with the terms used in writing will help you in selecting the right words to write an essay.There are several factors that should be considered when composing an essay. First, there are the definitions of the words to use. Second, the important parts of the essay. Third, the topic of the essay.A dictionary definition will help in identifying the various aspects of writing an essay. It will help you to write the paper. This dictionary definition can be used along with the other sources to help you in choosing the right words to write an essay.The definitions of the words to use will enable you to choose the right words for the important parts of the essay. The definitions of the words can help you in finding the proper word to write an essay. The definitions should also match the actual word. This helps in creating a complete essay.First, the definitions of the words to use can be used to identify the different aspects of writing an essay. This is the major aspect that can be used to write the essay. The words to use for the essay should be selected in a proper manner.The definitions of the words can be used to help you in composing the essay in a proper manner. This is the part of the essay that will determine the success of the essay. The definitions can be used to help in determining the topics to be discussed in the essay.The definitions of the words to use for the essay can be used to help in determining the topics to be discussed in the important parts of the essay. This part of the essay is the part that will determine the success of the essay. The words to use for the essay can help in determining the type of subject of the essay.The other part of the essay can be determined by the definitions of the words to use in the essay. The definitions of the words to use in the essay is the part that will determine the outcome of the e ssay. The definition of the words can be used in order to determine the types of topics to be discussed in the essay.

Friday, August 21, 2020

The Ethical Implications of Embryonic Stem Cell Research essays

The Ethical Implications of Embryonic Stem Cell Research expositions Innovation apparently never quits developing and evolving. What's more, for what reason would it be a good idea for it to? Similarly as each person changes with understanding and age, so then do our manifestations. Tragically, it is in our aggregate nature as people to fear change. Change definitely brings up moral issues inside us, expelling us from the oversimplified everyday practice of day by day life and setting us in the awkward domain of discussion. At the point when huge changes occur, maybe a kindred human has simply kicked the bucket it causes us re-to assess our lives and the impact that such an occasion will have on them. Such is the situation with early stage undifferentiated organism inquire about. Foundational microorganism look into, all by itself, is certainly not another innovation. Researchers and specialists have utilized grown-up undifferentiated cells for medicines on different blood maladies for a considerable length of time. Nobody is harmed in such a circumstance, and the Hippocratic vow is saved. The issue of early stage undifferentiated organism look into is changed, however. Early stage undeveloped cells are the very premise of human tissue, and hence can supplant practically any utilitarian tissue in the human body, though grown-up undifferentiated cells are as of now developed and along these lines can't be given different errands. Researchers expel the undeveloped cells from early stage tissue known as blastocysts, and subsequently the incipient organism bites the dust (Latham). Along these lines, the debate - is this blastocyst, which, whenever permitted to keep developing, will turn into an ordinary human child if in vitro preparation is utilized, human now? Assuming this is the case, what is the distinction between slaughtering an undeveloped organism and executing an ordinary human? Not as straightforward an issue as it from the outset appeared, eh? Maybe youre previously taking note of the similitudes among one or the other issue of playing God during childbirth, premature birth. All things considered, theres two unequivocal situations at play here, with the imperative grays in the center as well. Confounded and to some degree ambiguous guess with respect to precisely when people get spirits has emerged, just as the fundamental inquiries. Is the youngster a li... <!

Thursday, June 4, 2020

The Hunger Games Review - Free Essay Example

Suzanne Collins’ book series ?The Hunger Games? takes place in a dystopian America, where there are twelve districts that live in full control of the Capitol. Each district works for a different field, and being born in a district forces you to go into the workforce in that field when you turn 18. Each district also lives in great poverty. Most of the materials, products and goods from every district go into the capitol, the only place without poverty. Each year, something similar to a draft called a Reaping happens in every district, and chooses a boy and a girl from the ages of 12 through 17 to go to the Hunger Games. The Hunger Games is organized by the Capitol, and is a fight to the death with only one winner. The books are told from the perspective of Katniss, a girl from district twelve who volunteered for the games when her sister got chosen. In this essay I will be focusing on Catching Fire, the second book in the series. In this essay, I will be writing about the theme in the second book of the series, The Hunger Games: Catching Fire. I think the theme of Catching Fire is that good things come in unexpected ways. First, after learning of the strike that the other districts are doing, Katniss meets some people from district 8 that escaped to try to get to district 13, which is believed to still be active despit e the nuking that had happened when they tried to rebel against the capitol. When these people meet Katniss, they are immediately grateful, and explain the symbol of rebellion she is used as. Katniss has been thinking about rebelling against the Capitol, and finally has a better grasp of how much political power she has. The people she meets, Bonnie and Twill, only escaped their district because of the tragedy that had been occuring there. It was not just by chance that they managed to meet Katniss, and describe what kind of impact she has on society. Another reason I think this is the theme is because of when she is brought into the games. It is announced that for the year 75 Quarter Quell, two victors from every district, one male and one female, will be brought back into the games. Katniss finds out and is devastated, as she is the only female victor in district twelve. While most would see this as a bad thing, they forget that this is what eventually leads her to escaping from Panem altogether. Every tribute has always had the goal of keeping Katniss alive and overthrowing the capitol. The head gamemaker himself, Plutarch Heavensbee, is part of a secret group within the capitol that believes in district rights. He designed the games in a way that Katniss would be able to escape to district 13, where she would continue to act as a model for hope within the districts. When Katniss first enters the games, she thinks t hat all hope is lost, but because she is able to escape, she is defying what she believed. This example is by far the most valid sample of this theme, because as she starts to think that all hope is doomed, she gets saved, and even finds out that almost every district has stopped functioning, as hoped for. Not only does Katniss survive and continue to act as a sort of spokesmodel for the rebellion, but we also find out that the rebellion itself is finally in full effect. Another example of this theme within the story is in the beginning, when Katniss and Peeta are visiting district 11 on their victory tour. At the end, shortly after Katniss talks about her sincere thoughts about Thresh and Rue, an old man whistles the same tune that represents the end of a work day, and safety in the arena. After that, everyone present puts three fingers to their lips, and then raise them in the air as a sort of salute, more specifically a salute that is associated with rebellion against the capitol. After Katniss and Peeta are supposed to be leaving, Katniss realizes she forgot a bouquet of flowers that she got from the district. When she goes back for them, she sees some peacekeepers dragging him in front of the crowd, making him get on his knees, and then shooting him. It seems as if this may have no significance, but to me it does. For one, seeing what happens to people who rebel in very subtle ways inspired Katniss to continue the path of defiance she had been taking the entire time, while also playing all the right cards to stay alive in the process. Another reason this turned around in a good way is because as we find out later, every district goes on strike. The death of this man, while maybe common within 11, definitely added pressure to the tension within 11, that eventually caused it to corrupt entirely. Terrible things occur in the story, but they always manage to get turned around in a positive way. District 8 gets bombed, a man in district 11 gets brutally killed, and Katniss is forced into the games once again. As I have described in the paragraphs above, every one of these events has a good result. In conclusion, I believe that the theme of The Hunger Games: Catching Fire is that good things can happen in unexpected ways.

Sunday, May 17, 2020

Analysis Of The Movie Valkyrie - 1243 Words

Valkyrie is a detailed motion picture depicting one of the many attempts by Nazi soldiers to assassinate Adolf Hitler. The movie stars Cruise as Claus von Stauffenberg, he is the leader of the most important resistance groups in Nazi Germany. In the film we see Stauffenberg’s rise from a colonel in the German army in Africa, we also notice his upward hatred for the Nazi regime, the film also provides a report of the weeks leading up to the assassination attempt that took place on 20 July 1944. This movie shows us the planning stages of the attack, we also see the attack itself and later we see the aftermath. The events portrayed in the film are an extremely accurate detailing of the events of the assassination attempt. Director Bryan Singer has done an admirable job in providing a precise and accurate historical description of the events of the July 20. A man named Henning von Tresckow drafted operation Valkyrie. The focal point of the plot was Col. Claus von Stauffenberg, he was a colonel who is a devoted official and who adores his nation however has been forced to watch the rise of Hitlerr which prompted the occasions of World War II. He continued with his military administration, at the same time trusting somebody will figure out how to stop Hitler before Europe and Germany are destroyed. Acknowledging time is running out, Stauffenberg chooses he should make a move himself, and in 1942, he attempts to persuade senior commanders in the East to confront and overthrowShow MoreRelated Game Playing and Artificial Intelligence Essay1546 Words   |  7 PagesIntroduction Not long ago, at the mention of Artificial Intelligence (AI) the first thing most people thought of was the science fiction image of computers capable of independent thought and possessing a human-like personality such as HAL from the movie 2001. It is not unusual now to see commercial computer games advertised and reviewed based on their AI capabilities. The strategic war game EARTH 2140 for example is advertised as containing excellent strategic and economic AI. Where once AI wasRead MoreEdexcel Igcse Economics Answer49663 Words   |  199 Pages Mars began advertising online with the launch of an ad campaign for the Gummi Burst addition to its Starburst sweets line. Question 1: (a) (i) The top six movie distributors controlled 71.8 per cent of the total market. (ii) An oligopoly is said to exist if a market is dominated by just a few producers. In this case, the movie distribution industry is dominated by six firms. Warner Bros, Sony/Columbia, 20th Century Fox, Paramount, Fox Searchlight and Buena Vista together have a 71.8 market

Wednesday, May 6, 2020

Military Decision Making Process ( Mdmp ) Essay - 1266 Words

Military Decision Making Process SGT Williams, Christina Non-Commissioned Officers Academy Advance Leaders Course Class # 172-16 Phase 1 DL Abstract The Military Decision Making Process (MDMP) is a decision-making model to assist military members in making sound military decisions and to compile operation orders. This paper will describe MDMP and show how it can be applied to daily operations. The paper will identify the steps in the model and describe how critical thinking impacted the decision. Decisions are something that we all encounter daily throughout our lives. Sometimes decisions are as big as buying a home to as small as what to eat for lunch; we look forward to making certain decisions and other decisions are ones that we dread. Whether we want to make decisions or not, the fact remains that decision making is just a part of life. In the military, however; when critical decisions are made they can have life or death consequences. It stands to reason that with the importance of some of the decisions that we have to make throughout our lives, that it is a good idea to apply critical thinking toward those decisions and to establish a process that could be used to help us make effective decisions. In the military, this process is called the military decision making process. The military decision-making process is a tool that assists military commanders and staff in analyzing situations on and off the battlefield and reachShow MoreRelatedMilitary Decision Making Process ( Mdmp )1243 Words   |  5 Pages Military Decision Making Process (MDMP) SGT Alexander, Joseph Non-commission Officers Academy Senior Leader Course ALC 166-16 Phase 1 dL Abstract The historical process of creating and implementation of the Military Decision Making Process has changed significantly since World War I. The US Army did not have a published staff doctrine or guidance to assist commanders in the decision making process. The Regulations for Field Maneuvers (1910), did not provide staff guidanceRead MoreMilitary Decision Making Process Essay885 Words   |  4 PagesIn the view of global security,(2011) The military decision making process abbreviated as MDMP is a planning model that establishes procedures for analyzing a mission, developing and comparing courses of action(COA) that are best suited to accomplish the higher commander’s intention and mission. The MDMP comprise of seven stages and each stage depends on the previous step to produce its own output. This means that a mistake in the early stage will affect all the other stages that follow. These stepsRead MoreThe Military Decision Making Process923 Words   |  4 PagesDecision ma king is identifying the problem, analyzing the problem, find solutions for the problem and decide the solution for the problem. This is the army definition of Decision making. â€Å"Decision making is knowing if to decide, then when and what to decide. It includes understanding the consequence of decisions.†(FM101-5) The military decision-making process (MDMP) is â€Å"An iterative planning methodology to understand the situation and mission, develop a course of action, and produce an operationRead MoreThe Military Decision Making Process Essay1235 Words   |  5 PagesThe Military Decision Making Process The Military Decision Making Process (MDMP) is a decision-making model to assist military members in making sound military decisions and to compile operation orders. This paper will describe MDMP and apply it to a recent job-related decision of the author; preparation for a combat logistics patrol (CLP) while deployed in Iraq. The paper will identify the steps in the model and describe how critical thinking impacted the decision. The Steps of the Military DecisionRead MoreMilitary Decision Making Process647 Words   |  3 PagesMilitary decision making process (MDMP) The MDMP is the Armys solution to decision-making and assists the commander and staff in developing a plan and estimates. The MDMP is analytical and detailed through all levels. The commander decides the procedures to use in each instance, his plan hinges on clear visualization, and he uses the entire staff to make his plan. The steps in the MDMP are the following: Receipt of mission - the structure starts with orders issued by higher headquarters of anRead MoreThe Military Decision Making Process Essay1406 Words   |  6 PagesThe Military Decision Making Process (MDMP) is an analytical and deliberate process that commanders follow using seven steps that includes the receipt of the mission, mission analysis, course of action development, course of action analysis, course of action comparison, course of action approval and orders production. The MDMP gives leaders a thorough process to follow that provides clarity and synchronization for operations even under time-constrained environments. We need an Army that is trainedRead MoreMilitary Decisionmaking Process Essay1433 Words   |  6 PagesMilitary Decisionmaking Process F-AWA According to Army Doctrine Reference Publication 1-02, Operational Terms and Symbols, â€Å"The Military Decisionmaking Process (MDMP) is an interactive planning methodology to understand the situation and mission, develop courses of action, and produce an operation plan or order†. (2016a, pg. 1-62) There are seven steps to MDMP. They are receipt of the mission, mission analysis, course of action development, course of action analysis, course of action comparisonRead MoreMDMP Paper1071 Words   |  5 Pagesbefore going into battle? The worst thing that a force cannot do is have improper planning. In the article Anaconda- A Flawed Joint Planning there was some key steps that were missed in the Military Decision Making Process (MDMP). The article describes five errors that the unit could have avoided by using MDMP. However I am only going to discuss four out of the five errors and there are as follows: Poor Intelligence Preparation of the Battlefield, Underestimating Airpower Deployment Time, Lack ofRead MoreDecision Making And Planning Of The Military Essay2011 Words   |  9 Pages Decision Making and Planning in the Military SSG Stephen Raya Non-commission Officers Academy Senior Leader Course Class # 174-17 Phase 1 dL â€Æ' Abstract The Military Decision Making Process (MDMP) and Troop Leading Procedures (TLPs) are tools that leaders can use to effectively plan and organize a mission or event. It is important to have an understanding of these steps and how to apply them. In addition, there are characteristics associated with successful leaders that aid in the processesRead MoreThe Military Decision Making Process1096 Words   |  5 Pages The Military Decision Making Process (MDMP) is a repeating plan of procedures used to understand the situation and mission, develop a course of action, and produce an operation plan or order. The MDMP integrates the intangible and comprehensive aspects of planning and integrates the activities of the commander, staff, subordinate headquarters, and other partner involved in the planning process. We need the MDMP because it allows the leader to apply thoroughness, clarity, sound judgment, logic

Tuesday, May 5, 2020

The Smart Speaker Industry-Free-Samples-Myassignmenthelp.com

Questions: 1.Which stage of the Industry lifecycle is the Smart Speaker Industry in? Make sure to explain and justify. 2.What recommendations would you offer Companies like Apple, Amazon, Google or Microsoft for dealing with the challenges of early stage Industries? Answers: The explanation of the industry life cycle stages of smart speaker The smart speaker is in the product development stage or part of introduction stage of the industry. The giant competitors of this industry are investing in the smart speaker of the company. As a product goes through different stages from the beginning of the making a prototype to the decline from the consumers, it goes through different phases. This product is growing at a compound annual growth rate of 11% (Moffat et al. 2017). After generating and brainstorming the idea of an industry lifecycle the product development starts. After the product is developed, it is exposed in the market for gauging the consumers attitude towards it . With the growth of digital economy, every aspect of life is being digitalized. The digital giants of the industry like Google, Microsoft, Amazon and Apple have already started investing and have developed applications and devices in the product range (cbc.ca 2017). The strategic analysts of the industry say that the evolution of using voices has not yet gained full exposure and recognition in the market. Therefore, the product has not yet reached the growth stage in the market. Thus, it is safe to say that the product is in stage of introduction as well as development in the market. Recommendations for companies Apple, Google, Amazon or Microsoft for dealing with the challenges The most important part of dealing with challenges is acceptance of the product. The smart speaker has gain recognition in the early adopters. Therefore, the main competitors should focus on the following recommendations to get through this stage As the high cost is the most important concern of this stage, the companies can put a reasonable price on the product in this stage. This would attract more customers to adapt to this phase. As this stage is very vulnerable, because it is determined in this stage to go with the idea of investing and manufacturing of the products or not (Bakman Hashai, 2017). The customers attitude is much important to analyze and interpret in this stage. Team development and financing activities the right people should be selected in this stage in the marketing activities. This is essential, as the company should select key personnels (Bakman, L., Hashai, 2017). Marketing and sales as well as customer relationship management the management of customers of the company should be analyzed at this stage. The proper feedbacks from the consumers are essential as well as maintaining a proper engagement with the customers through after sale services (Tavassoli, 2015). Increasing and recognizing the value addition services should be given emphasis (Bakman, L., Hashai, 2017) Accountability to the customers and building a proper network should be given priority too in this stage, as it would help in later stages as in growth and maturity (Bakman Hashai, 2017). References Bakman, L., Hashai, N. (2017). Industry Life Cycle, Product Type, and Level of Exploration in Entrepreneurial Knowledge Intensive Firms. InTHE WORLD SCIENTIFIC REFERENCE ON ENTREPRENEURSHIP: Volume 3: Sustainability, Ethics, and Entrepreneurship(pp. 363-393). Moffat, J. G., Vincent, F., Lee, J. A., Eder, J., Prunotto, M. (2017). Opportunities and challenges in phenotypic drug discovery: an industry perspective.Nature Reviews Drug Discovery,16(8), 531-543. Tavassoli, S. (2015). Innovation determinants over industry life cycle.Technological Forecasting and Social Change,91, 18-32. Why Apple, Amazon, Google and Microsoft are all betting on smart speakers. (2017).CBC News. Retrieved 20 November 2017, from https://www.cbc.ca/news/business/smart-speakers-apple-amazon-google-microsoft-1.4153237