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Why is python a widely accepted tool for generations of data scientists?

Python, since its inception, has gradually become a giant of a language - widely popular, and with a large community of developers depending on python entirely. Python is a powerful language capable of great things.

Data science today is fueling multiple industries like healthcare, Ecommerce, manufacturing, etc. Data analytics has become mainstream and for some organizations, essential. The versatility of data science as a discipline demands a language easy and comprehensible enough for taking on a wide range of challenges.

This article will discuss why python is the weapon of choice for many leading developers. And why a python data science course is one of the most sought after course offerings around India.

Python is easy to understand
The syntax used in python is easy and has a semblance to natural language. Even a layman can try and understand the syntax with relative ease. Due to this amazing quality, python is the default go-to option for beginners. It has high tolerance for errors Due to this ease of learning a beginner can be transformed into a master relatively fast.

The community support
Python has been around for around 45 years now. In this period of existence, many developers and coders came across the language. Generations of professionals are utilizing python for decades for day’s bread. Thus a beginner learning python can expect help from the very get-go.

Python is free
Python is completely free to use. It is obtainable without spending a penny. In some Linux based operating systems python comes as an essential. The language is known to be the most accessible language. Which is able to run on modestly powerful computers as well. Hence, the practice of python is never heavy on the pockets.

The libraries
The libraries of python are the most valuable asset of the language. These libraries are an assembly of pre-written code components. The precision of prediction seen in their creation is remarkable. The existence of specialized libraries for specific tasks makes the language more lucrative to work with.

Data science
The dependence on data analytics and data science as a whole has raised the call for more and more development of relevant tools. And the prospect of employment is also lucrative for the people able to satisfy the industry’s needs. Becoming a data professional requires adeptness in at least one coding language. Obviously, Python is the most obvious choice for many beginners. And due to the capabilities of python, the masters in the field also prefer python in many cases.
And keeping in mind the scale of demand the industry might need a lot of people able to code and develop meaningful tools.
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Homework Answers Websites - How To Find The Right Homework Help Website for Your Child
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Quebec Immigrant Investor Program
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How to draw a Dead Rose
How to draw a Dead Rose. Roses are the best-known and most recognizable flowers in the world and are often associated with events such as Valentine's Day and dates in general. They often symbolize love, but the image of a dead rose can also be symbolic, often representing grief or the end of a relationship. It has a sad beauty, and learning to draw a dead rose is a great way to create artwork that explores these themes and feelings. It is the perfect guide for you if you want to know how it's done, so if this sounds like something you'd like to master, be sure to read it to the end! Our step-by-step guide on how to draw a dead rose will show you how you can recreate this sad but beautiful picture in just 6 easy steps. You can draw many more characters like bow and arrow drawing, Anubis drawing, betta fish drawing, cobra drawing, blueberry drawing, coconut drawing and many more 3d drawing. Drawing a Dead Rose Step 1: As we started with this guide to drawing a dead rose, we will start with the flower's petals. To draw this section, we will use many curved and rounded lines to give it a faded look. It will also be tilted so that the head of the rose is tilted and facing the ground. As our reference image shows, the head of the rose will also be quite rounded and made up of a few crinkled petals. Then use curved lines with pointed edges for the leafy sepals at the base of the flower head. Finally, we will start by drawing the stem of the dead rose. Use straight but slightly curved lines for the start of the stem; then, you're ready for the second step. Step 2: Moving further down the image, we will then start drawing leaves for your dead rose design in this step. The first leaf will be attached directly to the stem and, like the head of the rose, will bend down to show more than this flower is dying. The second leaf will be attached to a short stem, and this stem can be drawn with a few simple curved lines attached to the main stem of the flower. This leaf will also be drawn with curved lines, but you'll want to leave some space at the tip where another leaf will overlap later. Step 3: In this third step of our guide to drawing a dead rose, we will add more stem outlines. Before drawing this outline, draw another small twisted stem from the main one to the base of the first leaf you drew. You can then complete the final outline of the main stem by drawing a few more straight lines down. The base of the stem will be angled slightly to show where it was cut, and there will also be space on the left side where we will add some elements later. Step 4: In the last step of this drawing of a dead rose, we'll fill in that space you left in the flower stem. First, draw another thin leaf stem using more curved lines. There will then be another leaf near this stem, which will appear relatively thin due to its angle. Again, there will be some space left below this sheet, but we'll take care of that when we add the final elements in the next step. Step 5: You are now ready for the final details and elements before moving on to the final step of this guide to drawing a dead rose. First, you can fill in the last remaining space by adding another sheet, as shown in the reference image. Once it's drawn, we have a few final details to add! You can draw veins on each leaf to make it look more realistic. Then add a few more curved lines across the head of the rose to complete this look. Once you've drawn these details, you can add a few more! Do you have any extra touches or background details to add? Step 6: You are ready to finish this dead rose drawing by adding color to it in this final step. As you can see in our reference image, we used pinks and greens for the flower and stems, but we used dark, muted shades of those colors. It is to emphasize further that this flower is dead and withered, and you can use similar colors for your image if you like that effect. You can also change the colors if you want a different look for your image. Choosing your art media is also a great way to achieve color variations. We suggest watercolor paints for this particular image, but whatever you use will look great! Ways to Create Your Dead Rose Drawing Unique Because that dead rose sketch is more attractive with these 4 suggestions. There is a certain dark beauty in a dead rose, and you can bring it out by adding a live rose to your drawing of a dead rose. It would be an excellent way to create an exhilarating contrast. You can search for photos of healthy roses or use a real one if you have them in your garden. Adding these would create a great contrast and allow you to add bright and beautiful colors. Another way to make your drawing more interesting would be to add other types of dead flowers to the picture. You can choose from a few, from daisies to tulips or any other flower you like. Again, you may need to find pictures of what the flower species you have chosen look like when they are dead to help you draw. What flowers could you add to this image? If you have real dead flowers in your garden, you can use them to add an exciting look to your dead rose design. First, remove the dried petals from the actual flowers. You can then smear a thin layer of cement over the flower in your plan. Then sprinkle the petals on the glue, and you will have a natural texture in your image. What other innovative ways could you color this picture? You can also draw an exciting background for your dead rose sketch to complete it. There are many places where you can draw that dead rose and create a bit of history with whatever background you want. For instance, you could draw a mysterious misty graveyard with this dead rose in a pot at the foot of a monument. It is just one of the many locations you can choose for this drawing, but there are many more! What other locations could you use? Your Dead Rose drawing is complete! We hope you had a great time recreating this sad and beautiful image while working on this guide to drawing a dead rose. This guide was created to allow you to skip all the minor details and image touches without frustration. I hope that was your issue and that you could concentrate on delivering a fun picture! Your next drawing challenge is waiting for you on our website because we have tons of fantastic drawing guides! We hope to see you there often as more drawing guides will be available soon. We'd love to see your take on this dead rose design, so when you're ready, share it on our Facebook and Pinterest pages for us to admire!
IELTS General vs Academic: Comparison Guide & Test Format
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The question types include job descriptions, workplace ethics, staff training material, etc. The long text will be slightly complicated compared to the Academic Test, which mainly tests the candidate’s critical and constructive skills. Correct answers are rewarded with one mark. IELTS Writing  The IELTS academic writing test has the first task that includes an explanation of data presented in a table/chart/diagram/graph in 150 words. The time allotted for the first task is 20 minutes. The next task is to provide a written response to an argument within 250 words within 40 minutes. One crucial thing to remember is that the answer shouldn’t be written in bullets but thoughtfully in paragraphs. In the first task of the IELTS general training test, the candidates must compose a formal or an informal email requesting any information or explaining in 150 words. In the second task, the candidates must write an essay responding to an argument or statement in 250 words. Relevant examples should back the viewpoints. 2. Score Comparison The test scoring pattern is the most significant difference between IELTS general vs academic.  The Listening, Speaking, and Writing sections are evaluated similarly for both tests. However, IELTS Reading, which accounts for 25% of your overall score, is considered differently in IELTS general vs academic. The average band score for the test-takers is about 5.9 for the IELTS academic assessment and 6.2 for the general training exam. There is a difference between one band in both tests. Assume you obtain 30 out of 40 correct answers in IELTS Reading; then your final score is regarded as an absolute score of 30. That corresponds to an IELTS Band of 5.0 in general training reading. However, 30 out of 40 is considered 6.0 in academic reading. Whether you are taking the IELTS academic or general test, your results will have a wholly different significance. 3. Difficulty Level Comparing the difficulty level of the IELTS general vs academic, the General Training IELTS test is likely to be less complicated than the Academic IELTS Test. Summarising a complicated graph or table in the writing section is more challenging than writing a brief letter!  Even the students find IELTS general easier because the questions are more generic than specific. The primary reason for this is that the Academic test requires expert comprehension skills and the ability to summarise complex ideas briefly and concisely. The General Training Test is only based on the candidate’s ability to communicate and understand English. 4. Passage Content The texts taken for the writing and reading section differ for IELTS general vs academic. The IELTS academic tests comprehension abilities using texts from different sources like scholarly journals, textbooks, relevant periodicals, and media in English. The main objective of the IELTS academic exam is to determine the capability of composing college-level essays in academic and professional settings. On the other hand, those enrolled in General Training IELTS will get content similar to that found in ads, guidebooks, periodicals, notifications, or employee manuals. The written English of the candidates will be assessed through their letter writing and basic essay writing. Which IELTS exam is most suited for you? To choose between the IELTS General vs Academic test, it is essential to understand the student goals clearly. The candidate should analyse the exact entry requirements before choosing. Let’s compare some of the student goals and test types. GoalTest TypeUndergraduate levelIELTS AcademicPostgraduate levelIELTS AcademicDoctorate levelIELTS AcademicPost-DoctoralIELTS AcademicBelow degree levelIELTS GeneralWork or trainingIELTS GeneralMigrationIELTS GeneralFor professional organisationIELTS AcademicPermanent ResidencyIELTS General IELTS General vs Academic 2023: Application Process IELTS general vs academic 2023 will be conducted around four times a month, on 48 occasions throughout the year. The IELTS 2023 first quarter dates are already out; you can refer to this blog for further information on the dates.  To register for the IELTS exam 2023, the candidate should complete the IELTS registration and schedule an exam. Check out the step-by-step process: Step 1: Check out the IELTS registration link in the official portal of the British Council. Step 2: The candidate must select the IELTS test format, i.e. IELTS general vs academic.  Step 3: Finish the registration process by filling in the required details. Step 4: The candidate can then choose the available test dates at the required test location as per convenience. Step 5: The final step in the IELTS registration process is the payment of the exam fee, which can be paid via credit card, debit card, or demand draft. The whole point behind the IELTS general vs academic exam is to test if the person can understand and converse in the language of the country they are applying to. All the candidates need is a basic understanding to live, study, work and do simple things like – following maps, writing emails, reports, and so on.   The choice between IELTS general vs academic is subjective since it varies from candidate to candidate.  Still, trying to decide which to choose? LeapScholar has launched an IELTS Masterclass program. The Masterclass is designed to support students in preparation for IELTS, Academic Writing, module-wise analysis, module-specific tips & tricks, grammar & vocabulary sessions and critical takeaways for all four modules. Sign up for the Masterclass right now!