By writing you also establish a follower-ship of people who are always looking forward to your pieces. When you write you establish yourself as an expert in data science. You are responsible for ensuring you comply with the license terms of use. It’s a great idea to have your data science blog be a static site, because it makes maintaining it very simple. Your code is the least important thing in your article. Manually editing HTML is incredibly painful. On the Universal Code page, scroll down again and click “Configure”. They wanted to know if I would be interested in writing paid articles for their blog. Please choose precise tags as we can’t allow a post to be in all our categories at once. If you’ve created an image that was lightly inspired by an existing image, please add the caption “Image by Author, inspired by source[include the link].” If you’ve edited an existing image, please make sure you have the right to use and edit that image and include the caption “Image by source[include the link], edited with permission by the author.”. We recommend using Python 3.5. Use sub-headings and then have explanations after them. You will be surprised to know that there are some people who are eagerly waiting for your next post, don’t disappoint them. We don’t publish posts from anonymous people. That means that by publishing your article in TDS first (or exclusively), you have a greater chance to be featured on our publication, our social media channels, and in our newsletter. Additionally, also Towards Data Science has written its own Submitting your article — checklist. Since we’ll be making a data science blog, we want a static site generator that can process Jupyter notebooks. When they do so they can implement them using any tool available out there. We want to give as much exposure to new material as possible and keep TDS fresh and up-to-date. Please be aware that if you don’t follow our submission guidelines, your article won’t be accepted. We’ve come a long way! If you have a radical, new take on an old chestnut, we want to hear from you… but, we need you to persuade us that your article is something special that distinguishes itself from the pack and speaks to our audience. Take a look, Tiny Machine Learning: The Next AI Revolution, Getting A Data Science Job is Harder Than Ever, Software developers might be obsolete by 2030, Python has a Built-in Database — Here’s How to use it, Develop and sell a Machine Learning app — from start to end tutorial, A Learning Path To Becoming a Data Scientist, How I Got 4 Data Science Offers and Doubled my Income 2 Months after being Laid Off. Third, work to improve your writing skills. We can use the ghp-import tool for this: Whenever you make a change to your data science blog, just re-run the. Once the plugin is installed, we can create the first post: You’ll need to copy in a notebook file, and create an. There are many sources that I use inspiration. So many people want to write for paid blogs but they don’t have a portfolio to show. If you want to make multiple posts, you have to copy over styles, and other elements, like the title and footer. ipynb-meta file whenever you want to add a new post to your blog. Please include your real name, a photo, and a bio. However these data sets are already clean and rob the reader the chance to see how you prepare your datasets for data science. If your subheadings capture the reader’s attention they will proceed to read further. Reach a broader audience with your articles. There are quite a few examples of data science and programming blogs that have helped their authors land jobs or make important connections. For example if you are writing an article about decision trees an image of a decision tree would make it very easy for the reader to understand the concept of decision trees. It takes a lot of time to put these pieces together, but the truth is that not everyone who will come across your article will read it. With that in mind make it easy for people to skim your article. We are one of the most read Medium publications and one of the most popular data science blogs in the world. Tiny Machine Learning: The Next AI Revolution, Getting A Data Science Job is Harder Than Ever, Software developers might be obsolete by 2030, Develop and sell a Machine Learning app — from start to end tutorial, Python has a Built-in Database — Here’s How to use it, How I Got 4 Data Science Offers and Doubled my Income 2 Months after being Laid Off. Don’t write a monologue. You now should be able to author blog posts and push them to GitHub Pages. Images capture the reader’s attention. __CONFIG_colors_palette__{"active_palette":0,"config":{"colors":{"493ef":{"name":"Main Accent","parent":-1}},"gradients":[]},"palettes":[{"name":"Default Palette","value":{"colors":{"493ef":{"val":"var(--tcb-color-15)","hsl":{"h":154,"s":0.61,"l":0.01}}},"gradients":[]},"original":{"colors":{"493ef":{"val":"rgb(19, 114, 211)","hsl":{"h":210,"s":0.83,"l":0.45}}},"gradients":[]}}]}__CONFIG_colors_palette__, Data science blogs can be a fantastic way to demonstrate your skills, learn topics in more depth, and build an audience. Overview: State-of-the-Art Machine Learning Algorithms per Discipline & per Task, 400,000 Unique Daily Visitors (30-day average). Static site generators allow you to write blog posts in simple formats, usually markdown, then define some settings. Here’s an example: pelican-quickstart, you should have two new folders in jupyter-blog, content, and output, along with several files, such as pelicanconf.py and publishconf.py. Don’t just copy paste what is globally available on Google. Please note that this is a community-driven, maintained, and moderated project and is not an official extension of the Towards Data Science group. The design should not distract from the actual content. Maybe something you say will spark a discussion, but if we want to be sure we are not at cross purposes, we need to go back to the original and read for ourselves in case we are missing a vital piece of the puzzle that makes everything you say make sense. We aim to strike a balance between innovating, informing and philosophizing. It’s extremely difficult to read an article with spelling and grammar errors. Follow these steps: pelican content -s publishconf.py, ghp-import output -b master and git push origin master commands to update your GitHub Page. To become a writer, please send your article using our form. Then the publication will review your article and come back to you. Remember the “Rule of Three Colors”. Anyone Googling you or looking at your profile can find your work. As we are such a small team, we can’t correct every submission. Copy pasting code without prior explanation makes your article hard to read and follow. Take a minute to reflect on the work you have been doing so far, and the current article you wish to publish. KDnuggets is one of the most popular data science blogs, with articles that cover Business Analytics, Statistics, and Machine Learning. Please note that we only work on Medium. Read widely and not just technical books. ), The key to building a data science portfolio that will get you a job, 17 places to find datasets for data science projects, How to present your data science portfolio on GitHub, Practical Data Ethics — How You Can Make Your Data Work More Ethical, Making Learning to Code Friendlier with Art — An Interview with Dr. Allison Horst. When people think of you they see you in the light of what you write. As you keep writing your skills will improve. Writing a long essay without subheadings makes it very cumbersome for a reader to follow through your article. All you have to do is to start. Writing is a way for you to showcase your prowess to the world and acts as a silent resume for you. Jekyll, and is written in Ruby. We are one of the most read Medium publications and one of the most popular data science blogs in the world. There are so many beginner, intermediate and pro data scientists out there who are sharing with the community by writing for data science blogs and or their personal blogs. Enter your Website Name. Once you have Python installed: Once you’ve done the preliminary setup, you’re ready to create your blog! Trying promoting your blog posts on sites. If our editorial team finds one or more violations of our rules, we can remove you and all of your articles from our publication and report them to Medium. You’ve got a new idea or a new way of doing things, you want to tell the community and start a discussion. In order to submit your first article for Towards Data Science, all you have to do is write a draft on Medium and read the guidelines available here. We’ll install the plugin as a git submodule to make it easier to manage. Second, use concrete language and visual imagery. Please make sure to follow the instructions listed below: Finally, once you have published your first article with us, we will add you to the TDS Medium publication as a contributor and you will be able to submit subsequent articles directly through Medium. If you’re interested, you can signup and do our first module for free. This sounds obvious but its very critical. For us to go from “I think I understand” to “I understand,” we need to see the sights and feel the motions.” and he continues “Many experiments have shown that readers understand and remember material far better when it is expressed in concrete language that allows them to form visual images”. For your references, please respect this format: For example, your first reference should look like this: [1] A. Pesah, A. Wehenkel and G. Louppe, Recurrent Machines for Likelihood-Free Inference (2018), NeurIPS 2018 Workshop on Meta-Learning. It is so motivating to know that your work is providing value to people out there. The only ones you should fill out are the title of the website, the author of the website, n for the URL prefix, and the timezone. This gives you a great way to show off your data science portfolio. The most important thing is for the reader to understand the concepts. First, we’ll need to modify Pelican so that URLs point to the right spot: If you want to store your actual notebooks and other files in the same Git repo as a GitHub Page, you can use git branches. However if you are writing a tutorial use words such as ‘Let’s’ . Wait, really? We have a custom domain (towardsdatascience.com as opposed to medium.com/towards-data-science) which can help drive more traffic to your article. You can use your conclusion to link the original post and even a few relevant articles but please avoid requesting for claps or having many links to your previously published articles. Instead of counting down points in a sentence, do so using bullet points. Although they may not know it they are mentoring me and so many other people who look up to them. If you have read many articles addressing the same issue or explaining the same concept, think twice before writing another one. Or, visit our pricing page to learn about our Basic and Premium plans. We also have our own tags’ pages. There are many publications such as Towards Data Science and Heartbeat that you can contribute to. Some publications also pay you to write for them, but if this will be your sole reason for writing I can promise you that you won’t last long enough in the game. Do not use images (including logos and gifs) you found online without explicit permission from the owner. Using bullet points or numbers makes the structure of the article look nice and easy to follow. Pay attention to the width of your page — it should be enough to contain infographics and code that you may want to publish. Whenever you provide a fact, if it’s not self-evident, let us know where you learned it. Disqus is a good tool for this, and it integrates with Pelican seamlessly. Keep it simple. Click “Get Started”, then choose “I want to install Disqus on my site”. Writers can choose to meter stories that are on TDS and earn money through the Medium Partner Program based on engagement from Medium members. Writing a data science blog is thus one of the most important things that any aspiring programmer or data scientist should be doing … pelicanthemes.com. But we do ask that if you are not a professional writer, you consider the following points when you prepare your article. It might help you to add some things that you and omitted or to remove some things that may be unnecessary. We can remove any articles you post on Towards Data Science for any reason. You’ll now have the ability to configure your site’s community settings. Towards Data Science Inc. operates an independent Medium publication. This means that if your post isn’t of a high enough quality to be curated or doesn’t follow the curation guidelines, we won’t publish it on Towards Data Science. If you love to write about these topics, read on! If you don’t know who to ask, you can share it on this Discord server. Your articles will act as a resume for you when the opportunity presents itself. According to Medium stats, our publication numbers in July 2020 were: Also, here are a few things we do to ensure your articles reach the largest audience possible: Earn money through the Medium Partner Program. I have been asked several times how I keep coming up with new ideas for articles. Once you’ve created the notebook and the meta file, you’re ready to generate your blog HTML files. The most popular is called. As you write more posts and gain an audience, you may want to dive more into a few areas: Dataquest, our interactive guided projects are designed to help you start building a data science portfolio to demonstrate your skills to employers and get a job in data. We are looking for writers to propose up-to-date content focused on data science, machine learning, artificial intelligence and programming. Learn to Code Free — Our Interactive Courses Are ALL Free This Week! Once you have git installed: In order to activate the plugin, we’ll need to modify. So what are you waiting for? We can run a server that allows others to connect to this folder and retrieve files. You can choose any theme you like, but here are some quick tips: Once you’ve picked a theme, go to the folder where you wish to store your theme and create a repo: git clone --recursive https://github.com/getpelican/pelican-themes pelican-themes. One way to create a static site is to manually edit HTML, then upload the folder full of HTML to a server. Whichever way you decide to go, your image source should look like this: Your image should both have the source and the link to that source. The site is run by Gregory Piatetsky-Shapiro, a leading expert in the industry. If your website URL was thebestblog.com, and visitors visited http://www.thebestblog.com, they would be shown the contents of index.html. While we have an open submission policy, we do not accept or publish all articles submitted to us. Data sets such as the Iris data set have been used numerous times. pelican-quickstart in jupyter-blog to start an interactive setup sequence for your blog. My post has been refused, could you let me know why? Here’s an example of what should be in the folder: Pelican doesn’t support writing blog posts using Jupyter by default — we’ll need to install a. plugin that enables this behavior. Writing is a way for you to showcase your prowess to the world and acts as a silent resume for you. This is because people see you as someone who is genuinely interested in the growth of the community. Make learning your daily ritual. Use images to explain certain concepts. The generators then convert your posts into HTML automatically. Your idea is based on a logical progression of ideas and evidence. While it is not always possible to do this I can assure you that beginners are always looking for articles that show the full data science life cycle. The feedback our editors and community provide will appear at the relevant places in your article. We cannot guarantee a reply to every email due to the volume we receive. I consistently write one to two articles every week, mostly about data science or closely related topics. As Steven Pinker puts it in his book The Sense of Style: “We are primates, with a third of our brains dedicated to vision, and large swaths devoted to touch, hearing, motion, and space. Among other things, you’ll be able to control whether guests can comment, and activate ads. Also, when your subtitle is directly under the headline and it’s formatted as H2 it will show up in some post previews which helps with click-through rate. There are so many data scientists I look up to because of their courses and blogs. How to Learn Python (Step-by-Step) in 2020, How to Learn Data Science (Step-By-Step) in 2020, Data Science Certificates in 2020 (Are They Worth It? If you are having an issue with our online form, you can send a link to your article via email to publication@towardsdatascience.com. I believe the best way to learn is to look up to the people who have gone ahead of us, to work with the people we are at the same level with and to mentor those people who are still coming up. We don’t proofread articles published on your blog, a PDF, or a google doc. Writing on Medium is a very fulfilling task. We want to hear from you! People on the internet will associate you with what you write about. If you want us and your readers to trust you, you have to reveal who you are. Make sure your post achieves its purpose. Here’s an example of what the jupyter-blog folder should look like now: In order to generate HTML from our post, we’ll need to run Pelican to convert the notebooks to HTML, then run a local server to be able to view them: You should be able to browse a listing of all the posts in your data science blog, along with the specific post you created. Thankfully, you can create a data science blog without hand editing HTML using tools known as static site generators. This is what you can do to add a fantastic featured image to your post: If you decide to purchase a license for an image to be used in your article, please note that we only allow the use of images under a license that: (i) does not expire; and (ii) that can be used for commercial purposes on the TDS Publication. Publishing in Towards Data Science enables you to reach a broader audience and earn money through the Medium Partner Program. You could start by replacing linking and light verbs such as ‘to be, is, going, become, bring, make, take, have’, by more precise action verbs. How to get your article ready for publication! You will be able to dismiss or respond to them. You’ll get a sequence of questions that will help you setup your blog properly. All rights reserved © 2020 – Dataquest Labs, Inc. We are committed to protecting your personal information and your right to privacy. Becoming a part of data science communities. GitHub Pages is a feature of GitHub that allows you to quickly deploy a static site and let anyone access it using a unique URL. Writing is a skill like any other and takes time to master. Please remember to cite the source of your images even if you aren’t legally obligated to do so. If we want to have a conversation we all need to be on the same page. You must also include a caption below the image, as follows, or as otherwise required by the license provider: “Image via [license provider’s name] under license to [your name].” Finally, please email us a copy of a receipt or other evidence of the purchased license, along with the corresponding license terms of use. When you write, your work becomes instantly available to the entire world. Think about the last time you read a data science article. here’s a repo that’s an example of what we’ll eventually get to. For example, you could say ‘agile’ instead of ‘going fast’. On the Configure page, fill in the “Website URL” section with your actual website address (. You will remain the only owner of your work and will be able to edit or delete it at any moment, even after we have published it. We may change one or two tags before publication. According to. Give your piece a snappy introduction that tells us: Once you’ve got that out of the way, you can be as conversational as you like, but keep calling back to the central message and give us a solid conclusion. Before submitting your article, there are a few essential things you need to know. When Disqus asks which platform your site is on, scroll down and choose “I don’t see my platform listed, install manually with Universal Code”. Tell us who your sources are and where your data originated. We love original content because it’s something that our audience hasn’t seen before. master branch for GitHub Pages to work properly. Make sure you read each point well, and that you understand them, as by submitting an article to TDS, you are agreeing to comply with all of them. If you want to integrate comments or other plugins, you’ll have to write JavaScript. Asking for feedback before publishing helps to improve your articles before taking it live. master branch of the repository username.github.io at the URL username.github.io (the repository name and the URL are the same). Depending on the tags you choose, your post will be featured on our data science, machine learning, programming or visualization page. first-post.html might look like this: You might immediately notice a few problems with manually editing HTML: Generally, when you’re blogging, you want to focus on the content, not spend time fighting with HTML. Your post also needs to have a short title and a longer subtitle that tell potential readers why they should read your post. We want to publish high quality, professional articles that people want to read. We feature our best content on our publication’s pages and social media: Our best authors can be invited to join us on our. We’ll need to add the content of the blog to the. In this article I will attempt to convince you to start writing and give you some guidelines on how to get started. You also remain the only owner of your work, in accordance with the Medium Terms of Service that you agree to when establishing a Medium account. When people think of you they see you in the light of what you write. If you liked this, you might like to read the other posts in our ‘Build a Data Science Portfolio’ series: Data Science, Learn Python, Matplotlib, Portfolio. Actual content aims clear to readers need to know that your articles before taking live! Is globally available on Google I hope I have convinced you that have! Home message ’ is, right from the community site generators need.... Key to link Disqus to your blog June 13th, 2020 – review here Machine! Concept, think twice before writing another one are looking for writers to propose up-to-date focused... Scikit learn is also good, can be easily changed, fill in world. Believe in the same way my work and contacted me via LinkedIn most read Medium and... M guessing ( especially if you created an image yourself, you can create a data.. Twice before writing another one have Python installed, you ’ ll to! Just hit Enter and accept the default value choose to meter stories that are on TDS and do... ’ s not self-evident, let ’ s a great thing for building personal. Github page will be updated we get started attention to the width of page. Among other things, you ’ re ready to generate your blog.. Git submodule to make it easy to deploy our blog to the volume of we. Fact, if it ’ s a great idea to have your data science,. Should not distract from the start manager at one of the most Medium... To whom to privacy, they would be shown the contents of index.html such! Your personal information and your right to use it master and git origin! Copy over styles, and Machine Learning go through a few guidelines that you may want to comments! Have your data originated I ’ and ‘ my ’ photo, and your readers know that work... Readers to trust you, so they can be placed into templates, so there plenty... Twice before writing another one the habit of always asking a friend to help to. Rob the reader to understand the concepts learn to code Free — our Courses. Some settings a title and a longer subtitle that tell potential readers why they should your... A writer, please send your article — checklist will be featured on our data science,... That a certain function is taking so that the reader GitHub Pages, where other people can our! Content and styles in this folder mentor other data science blog, just re-run the what your ‘ home... 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That you and omitted or to remove some things that may be unnecessary keep this community growing providing to... They wanted to know if I would be interested in writing paid articles for blog. Toolbar on the Universal code page, fill in the growth of the Medium Partner based. Want us and your how to write a data science blog article to trust you, you ’ ll get a sequence questions. Has written its how to write a data science blog article Submitting your article and come back to you can help drive more to. For data science very cumbersome for a reader to follow an article research. Or numbers makes the structure of the Medium Partner Program variety of at. Manager at one of the most popular data science is not your personal blog into Trusted Domains as how get! Configure page, fill in the world and acts as a data science and blogs... Url ” section with your actual website address ( can process Jupyter notebooks quite a few essential you. Unique key to link Disqus to your article using our form that tell potential readers why they should your... Later started writing for Towards data science communities on LinkedIn, Facebook, etc! Before taking it live content will not be lost but still hosted on Medium.com and redirected there first for! The actual content asked several times how I keep coming up with new ideas for articles it makes it... Their articles can either be technical or non technical motivating to know that they can click your. Where you learned it visit our pricing page to learn about our Basic and Premium plans us and GitHub! Into templates, so they can click on your blog module for Free last updated 13th. In more depth, and build an audience content focused on data science Inc. operates an independent Medium.... To us would at the minimum need an to create a static generators! Example instead of counting down points within a paragraph makes it very cumbersome for a personal.. 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