Data structures and Algorithms

How can one master Data structures and Algorithms easily?

In Computer Science, you need to study a lot of subjects in your entire curriculum, but Data structure and Algorithm is one of the most important subjects. In campus placements or any interview, you will always have the upper hand if you have a proper insight into these subjects. Data structures and Algorithms are the rudiments of your logical and problem-solving abilities. Most of the product based companies generally look for persons who are well-versed in the data structure. So, if you want to brag a handsome salary after your graduation, then you are in the correct place. Stay with us till the last line since we will tell you some excellent tips to master Data structure and Algorithm easily.

  1. Find your purpose


Before starting, you should always ask yourself why you need to study this!

Your answer may be “To pass in the exam.”

But that is not the only reason. Suppose you want to go to your school from your house, and you take the shortest route while your friend takes some other route. In this case, you are the smarter one since, unknowingly, you have already applied algorithms in your day to day life.

“Reading data structure and algorithm will not only help you to pass in the exam but will also help you to become smarter if you implement them correctly.”

2. Understand the basic concepts


Don’t mug up and read the subjects in a proper sequence, as mentioned in the preface of any standard book. By this approach, you will get to know the shortcomings of the prior one and why the later one was invented. Topics like Stack, queue, Linked lists, Hash map, Binary tree, AVL tree, and different searching and sorting algorithms should be adequately grasped.



a. Data structure using C by Reema Thereja                                                                     

b. Introduction to design an algorithm by Anany Levitin


a. Geeks for Geeks.

b. StackOverflow.

3. Hands-on your knowledge


After learning, try to “hands-on” your concepts in any language in which you are comfortable. If you do some practical stuff, then it helps you to remember it for a long time.

4. Avoid using Python in the beginning.

Most of you may dislike this point, but it is a fact. Python offers a lot of built-in functions, which helps to shorten your code. Still, in the beginning, if you are provided with these facilities, then you will not learn the main algorithms of sorting and searching, and your necessary foundation may become weak. It is advisable to use C or C++ initially, and later on, while developing your skills in competitive programming, you can use Python.

5. Always search for the best and efficient approach.


This is the most important tip since your algorithm’s objective should always be to reduce the time complexity and should have the best approach.

For example, Binary search is always faster than linear search if your array is sorted.

But, without proper guidance, these are just some mere words. So, it brings you highly-qualified experts who are a part of renowned institutions and will guide you to pave your path towards success. We provide both telephonic and video assistance(24×7) and a detailed explanation of your problem. We are the most affordable and best in the market.

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General Environment/Generic Portion of an Industry Analysis on GENERAL MOTORS

Company History and Overview

In 2009, General Motors got incorporated in Delaware. Its most famous brands are Chevrolet, Buick, Holden, Baojun, Opel, Cadillac, GMC, and Vauxhall. It is an international company that operates in North America, South America, Africa, the Middle East, and the Asia Pacific. Its headquarters are located in Detroit, Michigan, United States. It provides to its customers automobile parts, cars, crossovers, automotive financing services, and trucks. Its customers include rental car firms, leasing firms, commercial fleet purchasers, and governments through direct or indirect routes.

Because of the large size of the company and the different nature of goods and services provided it comes under multiple industries. Multiple NAICS and SIC codes apply to this business. These are provided below:

General Environment (External) Analysis

Since the distribution of COVID19 vaccines, the sales of the automotive industry in the US have started recovering and going up. Soon, electric vehicles will be more prevalent along with self-driving cars.

It is predicted that the market size of global automotive motors will rise to USD 25,719 million by 2025 while currently, it is USD 20,321 million (according to 2020 data). Fuel efficient technology will highly affect the demand for hybrid electric vehicles and battery vehicles. Automotive companies now focus on connectivity of vehicles and electrical functioning instead of performance, safety, stability, and fuel efficiency.

Brazil and Russia are expected to recover at a faster rate while China’s growth rate is predicted to continue. With the fast transformation in the industry trends, brands would face challenges in keeping up. Investment in new and innovative models and technologies which can produce low cost and high-cost automobiles is required. One of the causes of relatively slower growth can be regulatory and legal factors.

The above chart shows General Motor’s total net sales and revenue’s quarterly data from 2015 to 2020. The maximum level was reached in 2016 and has been declining since then, the lowest in 2020.

 Herfindahl index for NAICS Code #

(Source: Census Bureau: concentration ratios and the Herfindahl–Hirschman Index)

(Source: Statista)

HHI value below 1000 represents unconcentrated markets, between 1000 and 1800 represents moderately concentrated markets, and above 1800 represents highly concentrated markets.

It is seen that the automobiles category is having a four-firm concentration ratio. This shows that four large firms strongly dominate the market. In the US, the three dominating firms are Ford, General Motors, and Chrysler.


PoliticalRegulation of emissionsTrade war will affect the firm in the market of China  Weakness
EconomicIncreasing disposable income Interest rate riskThreat
Socio-CulturalSafetyDriving becoming popular Self-driving carsStrength
TechnologyIncreasing connectivitySelf-driving carsOpportunity/Threat
DemographicFamily sizeMillennial choicesStrength
GlobalRegulationEco-friendly products  Weakness/Threat


The most important markets for General Motors having strategic significance are the US and China. The legal policies are more complex in China and make it difficult for companies to enter the Chinese market. Yet General Motors has entered China with success using a partnership with the SAIC motors. The business in China will be affected by the trade war between the US and China. The UK business will also be impacted by Brexit.


Economic factors like the GDP of a nation, and unemployment, impact the businesses existing there. For instance, the active market of the US has provided increased sales for automobiles. The level of unemployment affects the purchasing power of consumers and hence the sales for the firms.

The variation in currency prices also impacts the sales of brands.


The changes in social and cultural factors lead to change in the demand patterns. For instance, millennials prefer attractive, high-tech, cost-efficient, and good looking cars. The spread of the virus has also affected the sales of the automobiles.


AI, self-driving, and virtual reality are the new technologies brands like General Motors are focusing on. Environment friendly, safe, and connected automobiles are being manufactured. The rise in competition leads to a rise in research and technological investments.


Demographic factors affect the demand patterns for automobiles. For instance, family size, an individual belonging to a larger family demands larger and safer cars. The recessionary pressures on consumers also impact sales. The specif choices of millennials also impact the demand like demand for better technology and stylish choices.


Regulation and environment-friendly automobiles preference are the two features of all government policies for the industry. The R&D expenditure of GM has been increased. The newly developed electric battery cells of GM are said to last for above 400 miles, this puts pressure on Tesla.

Summary of PESTDG

The use of automobiles is common these days. Fuel-efficient cars have now become affordable. Increased use of vehicles but has negative impacts on the environment making us switch to the electric vehicles in near future.

5 Forces Model

First, you should show the summary of the level of the 5 Forces in a Graphic. 2 Examples you can consider using are as follows:

After the Graphics, then write a paragraph to explain the summary/your conclusions about each force, including an overall summary paragraph.

The threat of New Entrants

New entrants in the automobile industry have to face a lot of competition from the existing firms. The existing automobile brands like GM, Tesla, and so on are much larger and have a huge production capacity. They also have are existing customer base. This makes it difficult for new firms to enter. The presence of legal and technological barriers further decreases the threat.

Threat of Substitutes

GM faces a moderate level of threat of substitutes. This is because the automobile firms do not just face competition from other brands but also the public transport facilities. The rental companies like Uber also compete with automobile manufacturers and limit their sales with the increased use of such services.

Bargaining Power of Suppliers

The suppliers of raw materials have very limited bargaining power. Huge brands like GM depend upon several suppliers and not just one supplier. This is because the firm does not want to face any shortages or delays. The suppliers are relatively small firms and the number of substitute suppliers available is large. This causes the bargaining power of suppliers to be really low.

Bargaining Power of Customers

The purchasers of automobiles have high bargaining power because of the existence of a large number of substitutes in the market. The government policies have been favouring the consumer demands, and the amount of information available to the consumers has also increased significantly.

Competitive Rivalry

As discussed in the threat of substitutes, the number of substitutes in the automobiles market is very large. These include other brands as well as public transport. This causes competition to increase. The government has been constantly trying to improve the public transport system. It is focusing on environment-friendly methods and technical advancement.

This increase in competitive rivalry has caused the costs of operation for GM to increase. This increase is required for technological changes, increased advertising and marketing, and providing quality customer care. At least twelve competing firms exist in the international market for GM. These include Ford, FCA and VW which are in itself large firms with huge market shares. This increased pressure causes GM to emphasize on research and technological advancement.

Summary of 5 Forces Model

The level of competition faced by General Motors is high. This is because of the competing firms being strong. Porter’s Five Forces analysis has concluded the following five forces according to the features of the automobile industry:

  • Competition-Strong force
  • Buyers’ and consumers’ bargaining power-Moderate force
  • Suppliers’ bargaining power—Weak force
  • Substitutes’ threat-Moderate force
  • New entrants’ threat-Moderate force


Generic Strategy Analysis

The earnings of General Motors has significantly declined but the crossovers, trucks of full-size, and the Cadillac brand still have a huge and increasing share in the market. Two-full size pickup models of General Motors earned 37% of the share of the full-size truck market in 2019. These two brands are the Chevrolet Silverado and GMC Sierra. In 2018, they made a 36% share. 390,000 vehicles of Cadillac were sold in 2019 internationally seeing a growth rate of 8.8% from 2018. 156,000 vehicles were sold in the US. The Cadillac and full-size pickups provide greater margins than other vehicles sold by General Motors.

This performance level of General Motors is expected to continue. The sales of EVs (electrical vehicles) is expected to rise by 36% YoY. This has increased the stock price of Tesla by 263% year to date being the leading producer of electric vehicles. This increased demand for EVs in future has made the competing firms like GM to make electric vehicles too. GM is expected to invest $20 billion which is 15% of its 2019 revenue through 2025 in EVs.

Out of this investment, $2.2 billion is being spent by General Motors at Detroit-Hamtramck facility to form the first assembly plant for EV alone. A diversity of pickups and SUVs are predicted to be produced at this facility. General Motors has scheduled its first all-electric pickup at the end of 2021.

The collaboration of GM with Honda has enhanced its EV production and battery technology. Honda is planning to manufacture two brand new EVs which will be produced in the EV platform of General Motors. This shows the high-quality level of General Motor’s EV manufacturing.

This manufacturing of EVs can help GM to increase its long term share in the market. The plan of switching 30% of the vehicles to electric battery and motor, GM will be able to dominate the market when the consumers are switching to EVs. This focus on the long term will cause the short term benefits to decrease. It still has the advantage of being able to produce EVs and selling it at good prices even while earning profits.

Concluding Comments

General Motors is amongst the largest firms across the globe. It is one of the leading manufacturers in the automotive industry. It is the biggest global producers of trucks and cars. It competes with Ford Motor Company, Honda, Nissan, Toyota, and others (Pelfrey, 2006).

Legal, currency, and interest rate risks are some of the many risks faced by the company. The firm is on a risky path right now of bringing Cruze, its small car. To enhance the performance of the firm, General Motors is producing new models (Roe, 2002).

There exists a chance that the firm will merge with some other firm. Thus, the firm should become active instead of waiting. It has been encouraging the flexible fuel vehicles’ production, that is also environment friendly. This move does not only increase the sales of the firm but also enhances its image in public.

Consumers today want to purchase environment-friendly products. General Motors has been attempting on increasing their production. Use of renewable energy is made by the firm to lessen the emissions. It has also formed guidelines for saving the environment and also has a website for increasing public awareness.

Quick tips to solve Computer Science Assignment

Some quick tips to solve Computer Science Assignment

The word assignment often haunts us with several questions like-

How to improve my assignment? What to write? How to approach? etc.

Don’t need to worry anymore, we will provide you with some awesome and feasible tips to solve your Computer Science Assignment in very less time and will also help you to score good marks.

  1. Read the question carefully and gather information.

It is an essential part since Computer Science questions, especially from the Theory of Computation and Data structures, are often very tricky and tend to confuse the student. Reading some other theoretical concepts related to your assignment makes your base durable and helps to solve quickly. SourceScience Direct, libgen, and sci-hub are some excellent platforms. 

2. Check the deadline

Stick posts in your calendar or use any app that can add a “countdown” to your phone. Plan your schedule, and don’t wait for the last moment. Since you are a C.S

Students, so you should utilize technology in every instance. 

3. Ask For help if you need

Don’t shy to ask your tutor for any doubts or consult any discussion forum. Source- “Stack Overflow” and “Geeks for Geeks”

4. Deal the questions smartly.

You don’t need to solve the questions in the given sequence. First, try to solve the easier ones, and in the end, you will gain the confidence to solve the tougher ones.

Subjects like digital logic and DBMS often takes less time and can be solved faster.

5. Divide the assignment into manageable chunks

If it’s a huge assignment, then don’t try to solve the whole assignment at once. First, read all the questions at a glance and then read-only those topics that will answer your questions. You can also study a small part and then solve only those questions related to that part and repeat this approach until you answer all the questions. These tactics will help to remember the concepts and channelize them most appropriately.

6. Don’t mug up  

C.S stands from common sense.”

If you understand and read then, it is the easiest subject, but if you try to memorize without understanding, then it will be a nightmare. You can see some video tutorial on Youtube or some other sites to clear out your concepts.

Source-Edumanta, Neso Academy

7. Don’t beat around the bush

Computer Science teachers always expect to the point answers. If you don’t know something, then it’s useless to make voluminous answers with unnecessary stuff. This will not only help you to get good marks but also help you to solve quicker

8. Coding tips

In case of coding first, “dry-run” your code on a rough sheet and then try to execute it in your P.C. You can see some solved examples related to your assignment or can practice in different coding platforms.

Source- Codechef, Hackerrank, etc.

It is challenging to acquire these skills on your own but don’t worry EduManta is there for you.

Now the question arises, Why should you choose us?

– We provide on-time delivery and 24×7 service.

– Best quality is guaranteed since questions are solved by highly qualified experts who have excellent domain knowledge.

– Affordable price.

– A detailed solution is provided for every question, and we also provide telephonic or video assistance if you get stuck at any point.

– Plagiarism free.

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Homework hacks


If You have a busy schedule and want to spend your time in extracurricular activities apart from your studies, homework is stressful for You, and it takes so long to get through it. Are you stuck in your homework? Can’t complete it in time?

No need to worry anymore!! We are going to tell you some awesome hacks that will help you to solve your homework faster.

  1. Read the question carefully.

It often happens that the question is a bit tricky to confuse the students, So do some reading from other resources to gain valuable insights into the topic.

2. Check the deadline and plan your schedule.

Stick posts in your calendar or use any app that can add a “countdown” to your phone.

    Try to break this entire time into manageable chunks and try scheduling smaller deadlines; this helps you to nullify any extra delay in the meantime.

3. Plan the homework

Figure out how much time you have to do homework, then list all the different tasks you have to do. Be realistic. Once your list is complete, you can work straight through instead of frequently stopping to figure out what to do next. Each milestone will give you the confidence to move forward.

4. Ask for help if You need

Don’t shy to ask your tutor for any doubts. It is better to clarify it at the start than to re-write in the last few days.

5. Don’t beat around the bush.

It’s a common tendency of students to fill the gap with rubbish. That should not be the case.”To the point,” the answer is always better than an irrelevant voluminous answer. If You want you can add figures or mathematical plots relevant to your answer

6. Turn off all your distractions.

Find a quiet place to do homework, switch-off your phone while solving. Missed call and notification alerts break your focus, and therefore it will take more time to complete.

7. Take breaks in between

 Avoid soda, pizza, or sugary snacks that will only make you crash before you’re done. But eating healthy stuff or drinking fruit juice will soothe your mood, and you can start fresh.

8. Listen to music or watch motivational videos.

Listening to soft songs or watching motivational videos nourishes your brain and gives you the energy to work more and appropriately.

9. Reward yourself when you are done

If you give yourself a reward when finishing your homework, it is a lot easier to start your homework the next time, and you’ll get through it faster. Rewards could be watching a show, eating ice cream, playing a game, or going out and doing something fun.

Now that you’ve got all these tips to get your homework done faster than ever before

So it isn’t easy to nurture these skills and to apply it on your own.  EDUMANTA provides you with highly qualified experts who will guide you in completing your homework. If you have forgotten to start your homework and need to submit as soon as possible, then no need to worry! EDUMANTA will take care of it. We have a 24×7 service and guarantees the solution to be the best in the market. We provide detailed solutions and timely delivery and ensures 100% confidentiality. Services for all subjects are offered. 

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Useful tips for a student to manage stress

According to the National Crime Records Bureau (NCRB), every hour, one student commits suicide in India, with about 28 suicides reported every day. One of the common reasons behind it is stress and anxiety. Stress can take a significant toll on health, happiness, and grades. Some ideas for stress are getting low marks, homework, relationship, failure, etc. If You are reading this article, then read until the end to overcome your present mental condition because we will tell you some practical ways to overcome depression and manage stress.

  1. Get adequate sleep                                      

Don’t neglect your sleep schedule. Aim to get at least 8 hours a night and take power naps when you need them. Our brain is just like a machine, so it needs rest to work efficiently.

2. Exercise Regularly

Doing Yoga or any freehand exercise maintains the metabolism rate and helps to reduce stress.

3. Meditate and practice visualization 

Meditation calms down our body and mind. It will help you to focus on your work. Visualization detaches from what’s stressing you and turn off your body’s stress response.

4. Think positively

Don’t let negative thoughts litter your mind. You can avoid negative thoughts by watching motivational movies or reading inspirational stories. You can also listen to music for relaxation.

5. Get organized 

Clutter can cause stress, decrease productivity, and even cost you money. Many students live in a cluttered place, and this can have adverse effects on grades. This can help lower stress levels, save time in finding lost items, and keep roommate relationships more positive.

6. Never procrastinate and follow a proper schedule.

Procrastination is a common practice for students. You may not feel it in the beginning, but in the end, when many works are stacked up, it results in stress. Try to complete your day to day work by making a proper schedule to invest your time smartly.

7. Eat a healthy diet. 

Your diet can either boost your brainpower or sap you of mental energy. A healthy diet can function as both a stress management technique and a study aid. Improving your diet can keep you from experiencing diet-related mood swings and light-headedness.

If you are stressed with your assignments or studies, then they are just mere statements and may not help you cope with it. So EDUMANTA provides highly qualified experts and services for all subjects who can help you in any circumstances. Assignments or homework will not worry you anymore because EDUMANATA is there for you anytime you want. 

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Oligopoly Market

Price War in Oligopoly Market

Oligopoly is an imperfectly competitive market form, where there are few sellers and a large number of buyers, and the product may be homogeneous or differentiated. Since there are few sellers, so there arises Conscious Rivalry among the firms. That is, if a firm takes any action or strategy, then it influences the act or strategy of its rival firm. This mutual interdependence leads to strategic interactions between the firms.

     When the firm’s strategies on their own without cooperating with its rival firms, or without any explicit or implicit agreement, then this leads to non-collusive oligopoly, producing ‘price wars’ among each other.

Case I: When the conjectural variation is zero, i.e., when a firm changes its price, it considers the price of the rival firm remains unchanged. Here, the firms’ objective is to maximize profit. The profit functions can be written in a duopoly case as,

                 Π1 = Π1(P1,P2)  and Π2 = Π2(P1,P2

Suppose the first firm assumes P2 as constant and selects P1 in such a manner that its profit maximizes. In this way, we get different combinations of P1 and P2, which gives the price reaction curves of the firms R1 and R2.

If the first seller’s price is P1, then firm two assumes that firm one will maintain P1 price, and so to maximize its profit, he chooses P2. Again, corresponding to P2, the first seller fixes his price level at P1‘, to maximize his profit. In response to this, the second seller fixes his price at P2‘ and thus, we see that with the advent of time, the price level approaches the equilibrium value E at P1* and P2*.

Case II: When conjectural variation is non zero, there arises the problem of price leadership. Naturally, the leader gets some advantage, as it sophisticatedly incorporates its rival’s reaction function and accordingly maximizes his profit. In this process of becoming price leaders, both the firms end up earning lesser profit. Because each of them is stuck to the assumption that other’s behavior is governed by his reaction function, but in fact, neither of the reaction function is obeyed. As a result, both the sellers lose in this non-cooperative strategy, and a price war is inevitable. 

        The fact that the leader gains and the follower lose has the possibility that both the sellers will aspire to be leaders. If this happens, we get disequilibrium where both the sellers land into much worse positions. Considering the following pay-off matrix, the strategy ‘Leader’ is the dominant strategy for both the sellers, but as a result, they are worse off than the (Follower, Follower) strategy.

1st Sellers’ Strategy2nd Seller’s Strategy

This act of price leadership, leading to a price war, ends when one of the firms surrenders and agrees to act as a follower, or a collusive agreement is reached with both the firms.

For more such insightful writings, feel free to connect with EduManta, which brings some young talents to guide you with the best of their knowledge and understandings in your concerned field. Visit: for assignment help and tutoring.

Assignment Solution Tips

Quick tips to solve Assignments

“You failed in your previous assignment!”

This kind of statements often haunts us with several questions like:

How to improve my assignment? How to approach? What to write? Etc.

So, numerous websites or articles will answer your questions. Most of the tips you can find are just some trivial statements that are of no use in real life. Solving any assignment is very time consuming, and Students can use this saved time for exam preparation, extracurricular activities, etc. If a student doesn’t have much time for his/her assignment, then we will provide you with some excellent and feasible tips to solve your Assignment in very less time.

  1. Read the question carefully and gather information.

It is an essential part of questions that are often very tricky and tends to confuse the student. Reading some other theoretical concepts related to your assignment makes your base durable and helps to solve quickly.

2. Check the deadline

Stick posts in your calendar or use any app that can add a “countdown” to your phone. Plan your schedule, and don’t wait for the last moment.

3. Ask For help if you need

Don’t shy to ask your tutor for any doubts or consult any discussion forum. It’s better to clarify it at the start than to re-write in the last few days.

4. Deal the questions smartly.

You don’t need to solve the questions in the given sequence. First, try to solve the easier ones, and in the end, you will gain the confidence to solve the tougher ones.

5. Divide the assignment into manageable chunks

If it’s a considerable assignment, then don’t try to solve the whole assignment at once. First, read all the questions at a glance and then read-only those topics to answer your questions. You can also study a small part and then solve only those questions related to that part and repeat this approach until you answer all the questions. These tactics will help to remember the concepts and channelize them most appropriately.

6. Don’t memorize 

It has often been noticed that the students tend to memorize the terms and formulae without adequately understanding the fundamental concepts. Thus, when the time comes for an analytical solution, they are unable to solve the questions. So you should always spend time on one topic first before jumping on to the next one.

7. Don’t beat around the bush.

Teachers always expect to the point answers. If You don’t know something, then it’s useless to make voluminous answers with unnecessary stuff. “To the point,” the answer will help you get good marks and help you solve quicker.

“Are you still spending hours preparing your economics assignments and still struggling to get the indented results?”, then seek Assignment Help at

Economics Assignment Solution Tips


Tips to study Economics virtually

Economics is a complex subject, its not just concept based but also mathematical and application-based.

Due to the pandemic, everything has become virtual and online. Schools and college classrooms have become just a new tab on our computers now. So when it comes to studying economics at home, it becomes a little difficult since its not just about concept, it involves numerical, graphs and whatnot.

So, here are some tricks to help to understand economics better in the comfort of your home.

  1. Try to understand the concept on your own before it has been taught at school.

When you do this practice, you are well prepared for your class and you will be able to answer questions in the class, which boosts your confidence.

  • Youtube videos and PPTs.

We live in the internet generation, where everything is available in one-click.

Many such youtube videos are there which will help you understand the topics better.

  • Connect Economics to real life.

Read about your country’s economy and try to apply your concepts here. This might not seem useful but it really sharpens your skills and will surely help you in being more aware of your subject.

  • Helping with your assignments.

You can always ask your teachers and mentors for guidance and doubts but now we present you with a platform just to help with assignments and doubts. At Edumanta, you don’t have to worry about your assignments or any sort of doubts, we have experts to provide you with original solutions. Visit to make studies simpler and fun.


Tips to Make Assignment Presentable

Tips To make Your assignment presentable and interesting

It may happen that You have written all the answers correctly; still, you are not getting satisfactory results in your assignment. One of the reasons behind it is your presentation. It an essential part of your assignment. Without proper formatting, your assignment paper may look dull, and you could lose the chance of getting valuable marks.

If you are not sure how to format your assignment, then learn it with our assignment help.

  1. Use appropriate fonts and colours.

Times New Roman is an ideal font with a font size of 12 or 14. Use black text on a white background. Make the headings and subheadings bold and the font size a bit larger.

2. Add pictures or figures.

This makes your assignment look attractive and has a good impact on the teacher at first glance.

3. Give a catchy title and a strong introduction.

Your title should attract the reader or the examiner. It should also include assignment number, coarse name, full name, roll number, and the submission date of your assignment. It is also essential to write a good introduction as it is the only chance to hook your teacher and grab their attention.

4. Right spacing, proper indentation, and the margin are very important.

Give space after every full-stop and comma; the ideal line spacing should be 1.5. You should leave a blank line between every paragraph and avoid extra space. Try to maintain a uniform indentation in your assignment.

5. Give headings and sub-headings

Headings are something that plays a crucial role in hinting what a particular paragraph is about. Thus, to impress the reader at first glance, you should make sure to write short and appealing headings in your assignment. Moreover, you should write subheadings if there is a need to define something in the paragraph.

6. Make points if necessary.

Making points segregates your overall concept and makes it easier for the reader.

7. Give relevant quotes and examples.

Using exciting and relevant examples makes the assignment more attractive and helps backing up the arguments presented in the paper. This will help make the writing more authentic and show that you have understood the topic and have done thorough research on it.

8. Conclusion

The assignment should always have a proper conclusion so that the reader or the teacher can understand the findings, how it answers the thesis statement, and how it connects to the entire paper. The article’s conclusion will help to know what you have found from the assignment and what you suggest or are trying to portray.

If You think You can’t apply the above points appropriately, then contact our experts at EDUMANTA. We will provide you with a proper guide to make your assignment look impressive and achieve the maximum marks in your class. We will provide you with an appropriate guide to make your assignment look impressive and to achieve the highest marks in your class. Every good student needs a proper guide to succeed in life, and EDUMANTA promises you to bring the best out of you. We provide a 24×7 service just one click away at

Data Science Assignment Tips

How to successfully write Data Science Assignment?

Where will I come across Data Science assignments?
As a college student, if you are pursuing a degree in Computer Science, Economics, MBA, Statistics, or any related field, you will be coming across the subject of Data Science. In simple terms, Data Science involves using various computational software to draw insights from a dataset. Understanding the data for making decisions is one of the prime characteristics expected from a Data Scientist.

Personal and Professional Skill Sets
As a student aspiring to write and solve a Data Science assignment successfully, one must develop some personal and professional skill sets. It would help if you had a curious mindset, ask yourself whether you are excited to know what this dataset speaks of. You should have the ability to question; this will immediately give you a context to analyze and framing your report. Your curious mind is essential for a good data science assignment. You have to pay heed to minute details, have clarity of understanding. Along with the knowledge in statistics, what is also required is your ability to communicate your results.

Getting Started with the Assignment
When you get an assignment in Data Science, the first thing that you should do is read the questions thoroughly. Some assignments might ask you to be creative; some may ask you to be very specific. Understanding what has been asked for is of utmost importance. This overview would set your path to solving the assignment. Right after this, you, as a student, should immediately recollect the concepts and methodologies that you might need to solve the questions. Drill down to specific concepts, and then finally decide the tool or software that you would like to use.

Before starting to solve the assignment, begin by exploring the dataset that has been given. We prefer using R. There are many packages in R that help you get an exploratory overview of the dataset delivered. Check for invalid data, missing data, and any outliers or errors present in the dataset. Correcting them before the assignment is very important. Understand the type of variables that have been used whether the data is a categorical, nominal, ratio scale, interval scale, ordinal. Understanding the kind of variables will help you in analysis and also visualization. You might want to try creating some basic visualizations as well before getting into the analysis.

Analyzing the dataset
Stick to the basic concepts and start solving the questions. One major question that arises in students’ minds is the clarity of which is the dependent variable and an independent variable. This typically becomes important while running regressions. Be through with standard statistical tests and how they are to be performed using the software. Pay extra attention to units of measurement of variables. Ordinal variables and coded variables typically become a bit complex during interpretation. Make sure to take care of this.
Communicating the results
Communicating your findings is of great importance. This means you have to pay heed to the interpretation of your data analysis results. Keep it short and to the point. Try connecting the interpretation with a write-up on how it is linked to the variables into consideration. This is where you might need some help initially from experts. The report writing contributes significantly to your marks. With experience comes the ability to join the dots between statistical results and real variable based analysis based on that. Make sure the report is well-formatted.

Challenges we may help you with
Students, at times, are unable to relate the theory and concepts with the dataset questions given. When exactly to go for a logit model, or which variables are to be used when you want to run a Chi-Square test in a dataset, is what experts can help you with. As you solve more questions, you will gain confidence. Report writing is another aspect where initially you might take help from experts. Once you get to rectify the errors you are making or see the examples of useful reports, you will eventually get the hang of what is expected of a data science assignment.

Your Future
Whether you solve it on your own or take help, Data Science assignments given at the college level is of great importance for a successful career ahead. So make sure to get it solved even if you alone cannot do it. It will be a game-changer directly or indirectly to your bright future.
So if you are still finding it difficult to adjust your skills to finish your assignments on time, we at Edumanta have a team of experts and educators who will guide you through your assignments. We assure you the best quality assignments and even better a fast delivery. Not just guiding you through solving assignments, but we also offer online tutoring 24*7 service. You will grace through with flying marks, gain knowledge, and eventually pave your way for a successful career ahead. Visit: