5 Essential Data Science Projects for Your Portfolio

In this video I walk through the 5 essential data science projects that you should have in your portfolio. Having these 5 different projects will show employers that you have diversity in your data science skillset. GTC Sessions - https://www.nvidia.com/en-us/gtc/session-catalog/?tab.catalogtabfields=1600209910618001TWM3 GTC Overview - https://www.nvidia.com/en-us/gtc/ Try watching these videos next! 3 proven data science projects for beginners - https://www.youtube.com/watch?v=8igH8qZafpo&ab_channel=KenJee The data science project from scratch series -https://www.youtube.com/watch?v=MpF9HENQjDo&list=PL2zq7klxX5ASFejJj80ob9ZAnBHdz5O1t&ab_channel=KenJee The Titanic Project Walk-through - https://www.youtube.com/watch?v=I3FBJdiExcg&ab_channel=KenJee Project 1: Exploratory data analysis (EDA) - This shows that you can clearly tell a story with your data. It also shows that you can collect, clean, and perform feature engineering. I recommend scraping your data or collecting it from an open api. Project 2: Classification problem - With these projects you are predicting a binary or categorical outcome. An example would be the titanic dataset where you predict if people would have survived the crash. Project 3: A regression problem - In these types of analyses, you try to predict a continuous outcome. An example would be predicting how many likes a youtube video would get ;). Project 4: A clustering problem - With this we use algorithms to understand which data points are related to eachother. Project 5: An advanced topic (NLP, Computer Vision, Deep Neural Nets) - These projects allow you to specialize and show off your skills! Push up cv video - https://www.youtube.com/watch?time_continue=9&v=x31c9FYypOs&feature=emb_logo&ab_channel=CollinBell Push up cv medium post - https://medium.com/@collinalexbell/building-a-pushup-counter-with-opencv-clojure-bcee2c4720a3 0:00 Intro 0:58 Exploratory Data Analysis 1:28 Classification Project 2:58 Regression Project 3:45 Clustering Project 5:05 Advanced Techniques 6:00 How to win GTC Tickets #DataScience #KenJee ⭕ Subscribe: https://www.youtube.com/c/kenjee1?sub_confirmation=1 🎙 Listen to My Podcast: https://www.youtube.com/c/KensNearestNeighborsPodcast 🕸 Check out My Website - https://kennethjee.com/ ✍️Sign up for My Newsletter - https://www.kennethjee.com/newsletter 📚 Books and Products I use - https://www.amazon.com/shop/kenjee (affiliate link) Partners & Affiliates 🌟 365 Data Science - Courses ( 57% Annual Discount): https://365datascience.pxf.io/P0jbBY 🌟 Interview Query - https://www.interviewquery.com/?ref=kenjee MORE DATA SCIENCE CONTENT HERE: 🐤My Twitter - https://twitter.com/KenJee_DS 👔 LinkedIn - https://www.linkedin.com/in/kenjee/ 📈 Kaggle - https://www.kaggle.com/kenjee 📑 Medium Articles - https://medium.com/@kenneth.b.jee 💻 Github - https://github.com/PlayingNumbers 🏀 My Sports Blog -https://www.playingnumbers.com Check These Videos Out Next! My Leaderboard Project: https://www.youtube.com/watch?v=myhoWUrSP7o&ab_channel=KenJee 66 Days of Data: https://www.youtube.com/watch?v=qV_AlRwhI3I&ab_channel=KenJee How I Would Learn Data Science in 2021: https://www.youtube.com/watch?v=41Clrh6nv1s&ab_channel=KenJee My Playlists Data Science Beginners: https://www.youtube.com/playlist?list=PL2zq7klxX5ATMsmyRazei7ZXkP1GHt-vs Project From Scratch: https://www.youtube.com/watch?v=MpF9HENQjDo&list=PL2zq7klxX5ASFejJj80ob9ZAnBHdz5O1t&ab_channel=KenJee Kaggle Projects: https://www.youtube.com/playlist?list=PL2zq7klxX5AQXzNSLtc_LEKFPh2mAvHIO