How to create a data science portfolio on github. html>gc

Git uses three-tier architecture and can store different states of the same code in each stage. 4. It can be extremely valuable to have a data science portfo Jul 8, 2024 · Option 1: GitHub. Let me know if you have any questions on this topic or have some feedback on my own portfolio. Network and connect with others. Experience: Tailor your experience towards the job. After customizing the design of our GitHub page, we can start adding projects to the page by editing index. May 2, 2018 · 1. This project showcases your ability to handle large Apr 6, 2022 · This article gives you a short overview of all the steps needed to create and deploy your portfolio website with Jekyll and Github pages. They ensure effective utilization of Salesforce tools and collaborate with stakeholders to meet organizational requirements. Create a Heroku account and deploy your website. Create a stunning data portfolio quickly and easily with DataCamp Portfolio. Note: You must remove the site. Kaggle. This project involves taking a set of data and telling a compelling narrative with it. This is where you can show your analytical thinking, problem-solving, and Hi, I'm Tianna! I have an analytical background in Biochemistry and currently, I am on track to completing my degree in Data Science (MS. All your relevant information and experience Showcase your top education and work achievements, as well as your personal contacts. Aug 6, 2019 · Use an online tool to create a personal website: Pros: Super simple and free to use, you can build a website in five minutes. Apr 26, 2024 · Data Scientists can use GitHub commands to: Review research and ongoing repositories. I have developed a strong foundation in the life sciences and a passion for using data to uncover meaningful insights. Jun 24, 2021 · Many developers use their github profile & repositories as a living documentation for all they have done. lock in your project to display data pipelines. First, let me clarify, you don’t need a personal website to have an amazing data science portfolio. The raditian-free-hugo-theme. . Beginners in data science looking to showcase samples of work, or projects. Free templates from HTML5P. youtube Jan 12, 2022 · Final Verdict. The first step is to create the virtual environment for the portfolio project: (base)> conda create -n "portfolio_env" # Create the new virtual env named portfolio_env (base)> conda activate portfolio_env # Activate the new virtual env, (base) become (portfolio_env) 2. #Portfolio #dataanalytics #datascienceIn this video, I talk about how you can build out your analytics portfolio in under 10 mins using Github pages. Modify the template you selected. io and GitHub pages will Sep 23, 2022 · Source: Claudia Ten Hoope. As a data science aspirant, GitHub should serve as the first platform that you use as a repository of completed projects throughout your data science journey. We will be using GitHub Pages and Visual Dec 13, 2020 · Navid Mashinchi Portfolio. She has a Masters in Electrical Engineering specializing in Data Science and a Bachelor's Sep 5, 2021 · Data tools to build your portfolio There are plenty of tools you can use to build your data analytics portfolio. One of the best ways to highlight your technical skills is to have a strong presence on GitHub. The process is as painless as advertised, and Jul 8, 2018 · Include links to your knowledge sharing profiles/blog (medium, quora). It is curated by Travis Tang. A portfolio website is generally a static website featuring work samples and other details as explained above. Stand-alone projects. Star. Building a machine learning project. Aug 26, 2020 · Once the account is created you’ll want to go to the profile page. 2. Sep 26, 2022 · Every piece of advice you reference for tips on landing a job in data science will talk about the importance of having a professional portfolio that showcases your work and gives employers the chance to take a deep dive into your personal projects. Enjoy !! Dec 1, 2020 · Plus, learn how to create a strong data science portfolio with GitHub, contribute to open-source repositories, and more. This portfolio is a compilation of notebooks which I created for data analysis or for exploration of machine learning algorithms. Mar 24, 2023 · The spectrum of options for building a Data Science portfolio. Click ‘new repo’ to create a repository for your project. txt file above. The project was based on the Bechdel Test, a measure of female representation in Hollywood. io where user-name is the user name we use to log into GitHub. To associate your repository with the data-portfolio topic, visit your repo's landing page and select "manage topics. Enlist capstone projects, Kaggle competitions, independent research, and projects. Kaggle is an online community platform for data scientists and machine learning enthusiasts. It is simple, lightweight, and by far the most popular place to house a portfolio. The kross-hugo-theme. Serves as a digital resume to demonstrate your technical skills. Navigate to GitHub. conscientiousgeek. We highly recommend GitHub. Clean and well-documented code that showcases your programming skills. md. Download the Portfolio template. Creating a GitHub Portfolio Jun 15, 2021 · Here you can either 1) train a model on a unique and interesting dataset that no one has approached before you, or 2) try to use novel techniques and ML algorithms to achieve state-of-the-art Add this topic to your repo. Create a Github repository with all the code. To associate your repository with the data-science-portfolio topic, visit your repo's landing page and select "manage topics. Though it took a bit longer than 15 minutes (probably an hour or two), portfoliodown is a great tool to create data science websites. These projects could include projects from weekly 1. You need to describe yourself in terms of your communication skills, experience, and accomplishments. Mar 15, 2019 · Additionally, an important sign of a decent developer is being able to write good commit messages. My step-by-step tutorial here will guide you through creating a professional portfolio on GitHub. You don’t have to do all of them, but pick a few and do it (More on this later). Jun 4, 2021 · Step 5: Running the Data Science Portfolio on Your Local Machine. May 31, 2020 · Create a Procfile. Apr 22, 2022 · 👩🏻‍💻 My portfolio website built in this video: https://www. 1. yml, then on a little pencil icon. It must be a 100% complete profile for better search results. Have an active Github profile. GitHub. Blogging. Jan 12, 2024 · Key elements of an effective portfolio. It allows you to collaborate with other data scientists, find and publish datasets, publish notebooks, and compete with other data scientists to solve data science challenges. Github: +Shows you know GIT. Jun 29, 2021 · In this video I'm going to walk you through how to create a portfolio website from scratch. This is my own project using image recognition methods in practice. It’s also worth including a bit about yourself To create a strong LinkedIn Profile for data science: Make sure you have all the sections filled in. yml file to configure settings such as your name, bio, and social media links. Image source: author’s own. Jan 13, 2020 · Step 4: Upload Our Projects. new_portfolio_site() Serve the Site Locally. Before you start: Make sure to have a professional photo ready. If you are a data professional, you know how important it is to portfolio-website. Finding a balance between these two should help you both career-wise and in personal development. Add your contact details at the bottom of your site. The third step is to document your process and explain your work in a clear and concise way. Feb 18, 2024 · Choose relevant and diverse projects. Currently studying for Platform Developer I exam. 3 Document your process. One of the most critical skills in data science is being able to tell an effective story using data. You may be asked to edit your site`s README. By active profile, I mean you should work on it regularly because Apr 2, 2022 · Git Repository — Create a great profile page. Make smaller commits if that’s what it takes in order for you to be descriptive. Data Science blogs can also be a great way to build credibility in your portfolio. Create an account if you don’t have one. g. Data science portfolio by Andrey Lukyanenko. A separate category is for separate projects. May 1, 2024 · Building a Data Science Portfolio Website with ChatGPT — Next Steps. A Salesforce Administrator is responsible for managing and optimizing Salesforce systems, including user and license management, support, training, and system upgrades. Be concise about what you’ve achieved, add hyperlinks to your work. It's perfect for. This has a large impact on the business value you can deliver, and is an important piece of your portfolio. 3C Technique: Be it resume or blog, here are the three most important steps to be considered: Concise, Clear, and Conclusion. sharrik21. For instance, if your GitHub username is brianmwevi, then your repository name would be brianmwevi. 9. In this new environment, we need to install the Python packages: In this video I show you how to quickly build a data science portfolio website using github pages. Roadmap Apr 17, 2018 · Due to Github being the primary source that almost all people in computer science, data science, etc. This section will be called your portfolio. There are several ways to do that, including: Apr 19, 2024 · Add those to your portfolio. Clear and concise project descriptions that highlight the problem Apr 4, 2021 · The proper data science project setup is important for this tutorial. + Great Community + Discoverability. Creating your Projects. Showing code that you made following tutorial only shows that you can copy paste, not your actual skill. Next, select “Repositories” and choose “Create a New Repository”. Spend some time looking at other data analyst portfolios. If you want to demonstrate using a data science portfolio, it can build confidence and clarity. How to create a new repository for each project and add project details and code. In this lesson, I will go over how to build a GitHub portfolio and some of the most important characteristics of a data science portfolio. We will be using GitHub Pages and Visual Studio Code. Este fue el proyecto final del Bootcamp de Data Science y Machine & Deep Learning, fue desarrollado junto con mi compañero Pablo Pita. yaml and dvc. GitHub allows you to host a remote version of your project where others can see it and even collaborate to form a better version. Access your repository’s code. A fun way to track of your projects. For very detailed step-by-step instructions check out my Youtube tutorial on creating a Data Science portfolio website. An effective portfolio should include the following key elements: Relevant and diverse projects that demonstrate your expertise in various data science domains. LinkedIn & Stackoverflow badges have been generated by following two steps: Get an HTML snippet from the respective website for the badge. “commit #17”. + Clear Focus on Data Science. Note that you need to install the gunicorn package which should also be contained in your requirements. md file. Clear and concise project descriptions that highlight the problem Jun 15, 2021 · In an earlier post on "How to Create an Outstanding Data Science Portfolio," we discussed different ideas on approaching your portfolio and maximizing the chances of finding your first job as a data scientist. Ideation: Aug 25-Sep 10, Hack: Sep 13-Oct 22. 5. - Limited ways to share. How to customize Markdown files to create a visually appealing portfolio. be/Td_NjdrwPkQTimeline0:00 In Here, I walk through a free and easy (no-code) way to make a data science portfolio website using GitHub Pages. Este proyecto trata de predecir el consumo y la produccion de clientes con placas solares, en el enlace podréis ver la presentación que realizamos Nov 27, 2019 · Go to repository Settings and scroll down to the “GitHub Pages” section. Name Surname), change Add this topic to your repo. In this step, we will create a repository named user-name. Make sure that you followed the steps outlined in the first four parts of this tutorial and that you have: Created a project folder; Activated the a new virtual environment in the project folder; 3. Choose the theme you want and then , Select Theme. Dec 22, 2021 · What's up, everyone! Welcome back! In today's video, I'm sharing with you how to build a data portfolio if you're looking for an entry-level data analyst/ da The portfoliodown package would not be possible without the awesome work of: The Blogdown Team and its team at RStudio. 3. prefix, and each variable name (after the github. Oct 4, 2021 · In other words, although a Data Scientist can focus on specializing in one specific field, the basics should not be ignored. www. Hello everyone, this video is a step by step guide on how to create a data science or analytics portfolio website for your projects for free using GitHub pag Add this topic to your repo. navidma. Why I created this repo? I used to find GitHub intimidating. Data science specifically is about knowledge sharing and communicating what the data means to other people. Here a We would like to show you a description here but the site won’t allow us. Setting up a website and maintaining it takes significant time. It provides insight into your personality and work ethic. A data science portfolio can take a lot of shapes, you could create your own professional website, upload documents to your LinkedIn or other social media site, or create a repository on GitHub. Kaggle: + Simple Reward System. Tips for creating a solid profile: Learn DVC, Git, and MLflow to take full advantage. You need to have all of the files mentioned above in a GitHub repo. This is a more advanced version Jan 16, 2024 · How to create data science projects that help your portfolio stand out; The importance of creating a GitHub account to display your work; How you can start writing articles in the data science domain; How to showcase all your work with a beautiful portfolio website; Step 1: Create Original Data Science Portfolio Projects Be Creative Use Python for that, and then upload your solutions. You’ll not only practice your new skills, but you’ll also have material for your portfolio. Keep all your resources in one place and share them with a single link. GitHub is a very useful platform for displaying your data science projects. Create your portfolio website. I have been working in the field of analytics…. In this video, we'll guide you through the process of creating an impressive data science portfolio. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. If you don’t have a website already and are in the job-hunting process, you should think twice and do your cost-benefit analysis. Programming for programming's sake also feels way less useful than programming for solving a problem you're facing. Try to add dvc. Open the _config. Provide a link to your Kaggle, LinkedIn, Github or Medium profile so that it can be easily accessed. Many recruiters would ask you to share the link to your Git repository. Aug 12, 2016 · A data storytelling project demonstrates your ability to extract insights from data and persuade others. In my case, I opted for something a little different, and followed this excellent guide written by Ivanna Kacewica, who used the Minimal Jekyll theme for GitHub Pages to construct the barebones of the website [5]. Mar 1, 2019 · Step 7. You’ll need this for the about me section. To use GitHub Pages you need to name the project similar to the one I have shown. Jun 14, 2016 · If you liked this, you might like to read the other posts in our 'Build a Data Science Portfolio' series: Storytelling with data. Jan 10, 2022 · These are the essential steps: Download the Portfolio template. May 29, 2020 · In this video, I collaborate with the Data Professor to show you how to build a Portfolio Website using Hugo & Github Pages. You can get your profile badge by following the links In this repository, you will find prompts that can be used with ChatGPT for data science purposes. Another great portfolio template. To associate your repository with the sql-project topic, visit your repo's landing page and select "manage topics. com/ (with some quick final touch at the end 😉)👉More about Stackbit Nov 4, 2023 · 7-Step Process: Howto make a Data Science Portfolio in under 15 minutes (with portfoliodown) Alright, so you know have a good idea of what a professional data science portfolio looks like. There are two ways you can do this: Method 1: Hi, I'm Katie! 🙋🏻‍♀️ This is a fuss-free guide to create your GitHub portfolio. Track the changes and the user who made the changes. Add a theme to the portfolio to changeits look and feel. The template is essentially a blogdown website without the blog. Run new_portfolio_site(), which will create a Data Science Portfolio Website Template. Handwritten digit recognition. Provide the brief of a portfolio of projects completed. For more information, see the Jekyll variables documentation. - Limited in the skills you can showcase. So, if your commit message history is full of messages like these, try again. Select “master branch” under the “Source”. This is one of the best hugo portfolio templates around. Your chosen theme will automatically apply to files in Jun 2, 2016 · Data science is fundamentally about communication. Grow your data skills with DataCamp for Mobile. Now comes the exciting part, let’s take a look at the template! In order to do so, you’ll need to navigate into the root folder of our project’s directory by using the command line cd command: cd data-science-portfolio-template portfolio-template. The next step is to actually write out the content that you want to include in each section of your website. Data Science). If you’re learning independently, start completing small portfolio projects as you go. Host your projects online and make them accessible. Oct 12, 2022 · Demonstration: Even a certificate from a good University may put you in hard times finding a job. We'll provide tips, examples, and insights on showcasing Jan 13, 2020 · Step 2: Create a Repository Named user-name. It’s not enough to say, “I am a data scientist” or “I am an AI engineer. Creating a GitHub Portfolio 3. Update your profile by adding bio, avatar, and contact information. Here’s our essential guide on the hallmarks of a great data science portfolio—and why creating one can boost your career prospects. To create a GitHub portfolio, you must first have a Sep 8, 2023 · A machine learning project is very important for your portfolio, as this can show the recruiters that you have the knowledge of how a complete data science pipeline is handled using the right methodology. Finally, add links to everything you would want to add on your resume. ) should be indent with two space below github:. Run serve_site() to serve the portfolio site. The key to building a data science portfolio that will get you a job. After all steps in this tutorial are completed, our GitHub page can be accessed at https://user-name. Update your portfolio regularly and seek feedback Aug 5, 2022 · In this video, I give a brief overview as to how you can create a portfolio through Github. Illustration by Author. Apr 12, 2020 · Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Members and many more https://www. Add project description to your notebook and README. It is one easy way to validate the knowledge of an individual. Browse other portfolios for inspiration. You have successfully built an attractive data science portfolio website with HTML and CSS in just a few minutes. A portfolio has limited value. Create a new repository named username. First, input your GitHub profile name and keep the rest. No technical or design skills needed. “You could write a whole blog post around a piece of work you’ve done,” Thorsteinson suggests. Replace everything in [squarebrackets] with your own to achieve results specific to your use case. Now, let’s get you set up with your own portfolio. io. What a Data Science Portfolio Looks Like. Please make sure to replace the placeholder text and images on the website with Mar 24, 2024 · 1. The fundament of a portfolio consists of a number of projects. You should create your portfolio in a way that clearly and concisely describes who you are and what you do. When your site is built, Jekyll will use the URL you specified, rather than the default one provided by GitHub. Understand the previous and current state of the project and the functions used. If you want your site to rank highly on Google Search, you need to create SEO-friendly content and use the right keywords. github. Intuitively build, edit, and publish your portfolio with an easy-to-use tool that we have built ad-hoc for data scientists, analysts and data engineers. Jun 28, 2021 · Let me show you how easy it is to deploy a free, live portfolio in less Are you a software developer, freelancer, or somebody with a portfolio to show case? Let me show you how easy it is to Oct 14, 2023 · Step 4: Customize Your Portfolio. // Example of how NOT to write commit messages. Choose your projects. Here, you can configure the sidebar: change website title (e. Ensure relevant keywords like data science are part of your profile title. Open the (forked) repository in Github and click on the _config. Skills demonstrated: Python, EDA, data collection, data wrangling, data visualization. In a data science portfolio, you can show off your communication skills by coupling portfolio samples with an accompanying narrative, showing the work you did to find a solution to each problem. Suggestions of key points to add. This is especially true if you’re using Python, which boasts robust tools like an Dec 22, 2020 · Build a Data Science Portfolio (Free & Easy) with Jekyll & GitHub Pages | Part 1: Site ConfigurationWatch Part 2: https://youtu. This file should only contain web: gunicorn app:app. use to share their work, I think it should be necessary for new learners to become really The Bechdel Test: Analyzing Gender Disparity in Hollywood. Jul 10, 2023 · Step 2: Build Content For Your Data Science Portfolio Website. Now press “Create Repository”. ”. Oct 5, 2020 · Projects: This should be the major section for new grads as you don’t have much in your experience section. Import data from GitHub, Kaggle, and Google Drive. Click here for details and registration, or, add it on to your webinar registration below! About the speaker. To get started, simply use the prompts below as input for ChatGPT. 17 places to find datasets for data science projects; How to present your data science portfolio on GitHub Aug 30, 2023 · By working with SQL to analyze and manipulate population data, you can uncover trends, growth rates, and disparities across different countries. com. I am Navid Mashinchi a Data Scientist based in Sacramento, California. There is always room for improvement. You’ll discover some insight in the data, then figure out an effective way to communicate that insight to others, then sell them on the course of action you propose. " GitHub is where people build software. In this project, I collected data from multiple different sources to analyze gender disparity in Hollywood. Build Your Portfolio. In my guide, you will learn: How to create your profile on GitHub and add relevant information. To associate your repository with the data-science-projects topic, visit your repo's landing page and select "manage topics. And that’s it! If you’ve managed to follow along this far, congratulations. Apr 15, 2021 · Tips to Make an Amazing Data Science Portfolio. More in this series:The Resume that Got Me Hir Platforms for Building a Data Science Portfolio. Always have an active GitHub profile and put the link on your CV. Saishruthi Swaminathan is an advocate for Trustworthy AI and an Advisory Data Scientist at IBM. Cons: You are restricted by the website’s functionality, you can’t Jun 16, 2020 · Contact: Make it as easy as possible for potential employers to get in touch with you. after creating the first project list of your work will be shown here as contributions. Add or edit Markdown files in the Jan 5, 2022 · 3. It should look like this. A portfolio is a compilation of materials that exemplifies your beliefs, skills, qualifications, education, training, and experiences. Document your projects clearly and concisely. Add this topic to your repo. Share your portfolio online. May 27, 2020 · Step 3. pk vi bs rk go gc mt iy oc sa