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topi akter
Jul 16, 2022
In Fashion Forum
Product thinking is a clichéd topic. What is product thinking? The author believes that product thinking is a kind of thinking mode that is problem-centered and productizes the process and results of solving problems. From this definition, two key pieces of information can be decomposed. One: The problem is the center, that is, it is necessary to clarify who the user is, think about the problem faced by the user, and define the problem clearly; Second: have the methods and ability to dissect problems, solve problems, and be able to propose solutions and commercialize the solutions. What is productization? It is to solve phone number list problems according to the routine of making products, and define, design and output the methods, technologies, capabilities and other elements used in solving problems according to the form of products. Based on the above understanding, we can see that the core of product thinking is: integrating the way of making products into the process and results of defining problems, analyzing problems and solving problems, and completing three productizations: the productization of cognition, the process of productization and productization of results. The productization of cognition is to understand things from the perspective of the problem. Defining the problem from the perspective of roles and scenarios can help people form a conceptual model of the product; the productization of the process has two meanings. On the one hand, it refers to solving the problem according to the workflow of the product; on the other hand, it refers to the productization phone number list and packaging of the capabilities, methods and other elements used in the solution process; the productization of the result refers to the solution of the problem in the form of a product. Output, deliver value through a reasonable business model, and promote the iterative upgrade of products. This explains the core idea of ​​the product thinking CPR model.
Build a Successful phone number list Resume with the Product Thinking  content media
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topi akter
Jul 16, 2022
In Fashion Forum
When you start data analysis work, you will find that in the eyes of people who understand data and those who don't, the role of data analysis is completely different. For those who understand data, it seems that data analysis S has the largest component. Data collection, data cleaning, and data warehouse design are all dirty work. Only hard work is required to have reliable data available. From the perspective of business parties who don’t understand phone number list data, the data analysis component A is the largest. These people say: "underlying thinking", "core link", "internal strength and mental method", and then run the train with their mouths full, but even the most basic data from Where it came from, it doesn't matter if it's possible or not. In the eyes of newcomers who don’t understand data, data analysis K is the most important component, and always feels that there is a book with the answers already written and waiting for him to copy. When faced with a problem, I always ask "What is the normal, standard, thong-ah's practice?" This difference has led to a special difficulty in data analysis work: what the business department directly asks for is not a simple, isolated number, or a fantastic model that can be effective immediately and has boundless mana. If the data analyst is caught in running one or two isolated numbers every day and cannot extricate himself, he will not be able to do in-depth analysis, and phone number list the final result will not be recognized; It is difficult to land, it cannot be effective, and it is still the fault. Therefore, if you want to do a good job, you must dismantle specific problems in depth, balance the expectations of the business side and the quality of data construction, and clearly distinguish how many K will be used in this project, and what are the performance requirements for S, Finally, use A to deal with and coordinate all kinds of messy problems to ensure the success of the project (as shown in the figure below).
 Why KSA is phone number list Important for Analysis Work content media
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topi akter
Jul 16, 2022
In Fashion Forum
If it is applied to data analysis, the manifestation Knowledge Knowledge: "Mathematics", "Statistics", "Management Science", "Operations Research", "Machine Learning" Skills Skills: excel, ppt, sql, python, tableau, hadoop, spark... Abilities: Requirement communication, user insight, logical reasoning, experimental design, summary report... Interestingly, if you look closely, you will find that data analysis is the business email list only job in which KSA's knowledge base is full. Generally speaking: business jobs, such as sales, products, operations, and marketing, are more A, and KS is relatively less; R&D work is more KS, and A is less. And data analysis happens to be sandwiched between business and technology, and both sides are involved. So as long as you want to learn, KSA has tons of books to learn (pictured below). This led to a funny thing: the classmates who entered the industry were always eager to read books, and bought dozens of mad learning one pass, but the result was not important, and could not remember, and the interview was a mess. After business email list I came back, I didn't try to sum up: What abilities do other people want from me? Continuing to go online and ask: "What book should I read for data analysis?" Then I bought more books and came back! As a result, the more I learn, the more confused I become. You must know that the gap between data analysis and data analysis is much larger than the gap between data and operations, products, and R&D. If you don’t carefully study the requirements of the target company for your job search, you don’t distinguish which part of the interview you are in, which type of questions you are hanging on, and if you study with your eyes closed, the more you learn, the more confused you will definitely be. If you can do enough homework, you can at least know which problems you lose, so you can better prescribe the right medicine (as shown in the figure below).
Why KSA is Important business email list for Data Analysis  content media
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topi akter
Jul 16, 2022
In Fashion Forum
Many students will think: I want to study data analysis well, do a good job/find a good job this year. How to learn to learn well? It is recommended to use the KSA method here to clarify the goals and decompose the tasks. What? You said you haven't heard it before? Today we will explain the system. KSA is a concept in the field of HR, which originally referred to the three business email list dimensions of evaluating people's abilities. Knowledge Knowledge: The theoretical knowledge that must be mastered to complete the task. Skills: Tool operation skills necessary to complete tasks. Abilities: The abilities of thinking, communication, coordination, etc. necessary to complete the task. To give a simple example, Coco, a 4-year-old child in. Chen's family, is learning arithmetic: Dad asked: 1+1 equals how much? coco answer: 2! This is knowledge. Going to buy vegetables, coco took 1 radish. Dad said: we want 2, and coco took 1. This is a skill. Visiting relatives and friends, in front of everyone, my father asked: coco, what is 1+1 equal to? Coco suddenly flashed big eyes and said loudly: 2! Attracting everyone's approval, this is the ability! simply put: Knowledge can be recited and has objective evaluation criteria. If it is natural science knowledge, it is likely to have the only correct answer. Social science knowledge may not necessarily have the only answer, but there are conventional understandings and business email list explanations within a certain range. Skills require operation, practice, and repeated training to master. Skills are based on knowledge and need tools. Different tools require different skills, and the more powerful the tool, the better the effect. For example, coco children, who have already learned various addition, subtraction, multiplication and division problems, turned their heads and asked siri, and coco said they had a good experience. Ability requires knowledge and understanding! The interesting thing is that when faced with practical problems, understanding ability, communication ability, empathy ability, coordination ability, often more directly than knowledge and skills! For example, when asking children questions on the face of relatives, the fundamental purpose is to show off and raise their faces. Children who can actively cooperate at this time are good children! Otherwise, no matter how much you learn, no matter how capable you are, you will still be very embarrassed if you can’t work hard.
Learn data analysis business email list well, starting from  content media
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