Tactically speaking, Python and R are the most common programming languages data scientists use and you can will encounter add-on packages designed for data science applications, such as NumPy and SciPy, and matplotlib. For this example, we’ll just make the edits directly from GitHub. Now that you’ve got a working website, let’s get into the modifications to personalize it for you. Now let’s learn how to create a new post. Setting up a data science portfolio website is the best way to showcase your work to employers. Go ahead and navigate to the DataOptimal GitHub Profile at the following link: https://github.com/dataoptimal/dataoptimal.github.io. There’s additional modifications you can do, but that’s plenty to get us going. This is my data science portfolio where I present some results from some hacks from hackathons and unpublished results from my previous research. You’ll see a “Your Name” button in the top left, and two more buttons in the top right. Below that is the page text where we can write a brief description about ourselves. Prepare a data analyst portfolio by getting your projects online for all to see. Portfolios are “extremely critical to have,” David said, “because when you’re in the interview it shows your real-world experience, so you can explain to an employer from A to Z the entire data science … The robot profile picture is the “bio-pic-2.jpg” file that’s located in the “images” folder. Be sure to check out the awesome documentation from that theme for advanced lessons on customization. In this example I’m using the username “example-user-account”, so I need to rename the repository, example-user-account.github.io. We can see that the file is green, so it has been added. So far we’ve customized the homepage, and updated the about page. Data Scientist @ Oracle. freeCodeCamp's 2016 New Coder Survey dataset. You can see that the colons for “image”, “excerpt”, and “mathjax” are all indented once space from the “header” colon. ... Jason Goodman, a data scientist at airbnb, also recommends scraping your own data from the web … All of my projects are available to download for free from my site TrentSalazar.com. In addition, I enjoy storytelling with statistics and sharing my knowledge on Quora, where I write answers to help people interested in Data Science… Knowing enough statistics, machine learning, programming, etc t o be able to get a job is difficult. Use over 50,000 public datasets and 400,000 public notebooks to conquer any analysis in no time. Here’s another useful cheatsheet that you can use for Markdown formatting. I wrote about my curriculum and linked to my course reviews in the post below. Now we need to clean up the bottom of the file a little bit. Start by navigating to our repository, and click the “Clone or download” link. About. This looks somewhat similar to what we saw before, but it’s missing the front matter at the top. Let’s click on the project to make sure it looks okay. Now, navigate to your desktop, right click, and select “Git Bash Here”. Coiled’s mission is to increase access to scalable computing via Python and Dask. If you’re a more experienced Git user, feel free to follow that workflow. Let’s navigate to our site just to be sure. Presented in the form of iPython … If you don’t indent correctly, your page won’t build. GitHub is the platform where you can host your code work with others. Start by clicking on the Settings button, which is in the top navigation bar. The boil the ocean approach to building a data science portfolio. DataCamp courses combine short expert videos with immediate hands-on-keyboard exercises. If we go back to the git shell and run the “git status” command we’ll see that the new file was added. In the section I’ll create a “Markdown” block and I’ll put in a title, followed by some body text. Now that we’ve gone over some Markdown basics, let’s create a new post from scratch. it helps in finding meaningful data by analyzing multiple sources of data. Code blocks for Python need to be enclosed in the following way: The output from our code did not get formatted correctly, so let’s include the formatting above to fix that. Go ahead and modify the front matter, as shown in the picture below. In this post I’ll show you how to setup a data science portfolio website for FREE using GitHub pages. Right now there’s just a single post called “Data Wrangling Project”. Make sure that you follow this naming convention correctly, or else your site won’t build. You’re a problem solver, a data expert, an analyst, a communicator, and a trusted adviser who can create new algorithms from scratch. Now let’s type “git add .” to add the file. All created by our Global Community of independent Web Designers and Developers. This is a Markdown file, which is used to convert text to HTML so that the website can be rendered. Portfolio View Portfolio. 1 branch 0 tags. Scroll down towards the bottom to the “Site Author” section. We can see that our “Example Project Post” made it to our “Recent Posts” page. One thing I have found lately is quite a few people may have the required skills to get a job, but no portfolio.While a resume matters, having a portfolio … The github section will just contain our GitHub username. Now let’s learn about creating some posts. For my Introduction to Data Wrangling course’s project, I ask students to wrangle and analyze Twitter data from WeRateDogs, a Twitter account that now has over eight million followers. If you’re not familiar with these notebooks, take a few minutes to watch this awesome tutorial. Normally data collection happens through multiple sources to form a data … I wrote the script with the help of the video and marketing teams at Udacity. Finally, finish up by typing “jupyter nbconvert –to markdown Example-Post.ipynb”. If you scroll down a little bit, you’ll see the rest of the homepage. I love working on projects together, so feel free to reach out for collaboration!”. Next, “cd” into that repository that you just cloned. If you’re note familiar with Git or GitHub, here’s some free resources to get you started: If you don’t already have a GitHub profile, take a minute to sign up for free. In simple terms, a data analytics portfolio is a website which tells employers a little bit about you and links out to projects you’ve worked on. You should now see your name appear in the top navigation bar and the bottom left of the page. Once you’re there, go ahead and fork the repository. The front matter is always enclosed between triple-dashed lines. The final step is to rename this file properly. Sign up with your email address to get instant access for free! My Data Science Portfolio website 0 stars 0 forks Star Watch Code; Issues 0; Pull requests 0; Actions; Projects 0; Security; Insights; master. Now let’s go ahead and open that “Example-Post.md” Markdown file that was just created. I work remotely as a freelance data scientist. My Portfolio → About. How You Should __NOT__ Create A Data Science Portfolio To Show Employers . This will bring up a git shell so that we can run git from commands. So far there’s just one named, “Data Wrangling Project”. Now if we navigate back to the About page and refresh it, we should see the changes. In this example, my username is “example-user-account”. Let’s start by modifying the contents on the homepage. If you navigate there right now, you’ll see the following. … Go back to the beginning of this post and check out the git resources I provided. Data … This is the config file for changing the settings to your site. For example, this user’s url would be “https://www.linkedin.com/in/john-doe-12345678”, so the last part to put in the linkedin section is “john-doe-12345678”. Buy data science website templates from $5. Next, go ahead and navigate to the _pages folder. Next is the “header” section. We’ve successfully pushed our new project to our Data Science portfolio and GitHub! Go ahead and navigate back to the forked copy on your GitHub Profile. Let’s go ahead and navigate to this page on our GitHub profile. Finally, let’s finish up by pushing the changes back to GitHub. This isn’t a real project, just an example page. For even more ways to customize your portfolio website, check out the complete documentation from the minimal-mistakes theme. Class Central is the leader for online course information and reviews. Three articles were published by Free Code Camp's Medium publication and received 1k+ recommends. If you’re a more experienced Git user, feel free to follow that workflo… That will take us directly to that project’s page. A game where you answer the age-old question: Is this a person named Rick or is it a stick? Use some keyword tags relevant to whatever topic your post is about. © 2021 David Venturi. Underneath that I’ll create a “Code” block and create a “hello_world()” function that prints “hello world!”. We’ll finish up by taking a look at how to convert a Jupyter Notebook file to markdown. In this post I’ll show you how to setup a website for FREE using GitHub pages. You’ll just need a valid email address to get going. Git is a version control system that allows you to track changes to your code, and collaborate with others. I specialize in machine learning techniques, and data wrangling. You’ll see that the button is a pencil. I like hockey and the Toronto Maple Leafs so I wrote about them with a focus on advanced statistics. Now that I’m working out of my desktop, I’ll launch a notebook. If you don’t, you could run into issues with your site building. Use whatever text editor you prefer. In the next section, we’ll learn how to push this post to GitHub. YouTube video demo. Now that we have the prompt open, change directory or “cd” into wherever you want to put your project file. One that says “About” and one that says “Data Wrangling Projects”. A data science portfolio is a great way to showcase your skillset in lieu of work experience. At the top, we can see the front matter for this page. Inspected and cleaned a 1.14 GB OpenStreetMap dataset using Python. Used R and apply exploratory data analysis techniques to explore freeCodeCamp's 2016 New Coder Survey dataset for distributions, outliers, and anomalies. The filename for this post is “2018-01-28-perceptron.md”. You’ll see the Fork button in the top right corner. You can just as easily clone a local copy and make the edits directly from your machine. In 2015, I dropped out of school to teach myself data science using online resources. If you would like to post my work on your website … Something like, git commit -m “added new project to website”. I won’t go over all of the Markdown formatting examples, but here’s a snapshot of a few from that file. Honestly, I don't think my site had a very big impact on getting a job (I will be joining a company as a data scientist … Learn Data Science from the comfort of your browser, at your own pace with DataCamp's video tutorials & coding challenges on R, Python, Statistics & more. For a detailed post with even more instructions on using “nbconvert”, check this out. Previously, I was a Data Science Manager at Quora. Just as an example, I’ll say that my name is “Joe Smith”, so I’ll change both of those to that name. Usage Guidelines. Udacity’s mission is to provide students with the tech skills needed to advance their careers. To do that, go ahead and open up a new Anaconda Prompt, again, navigate to the Desktop.
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