Watch Data Science Portfolio Project Video Tutorials & Courses

Check out the #30DaysOfStreamlit here! https://share.streamlit.io/streamlit/30days. Again, this is a great learning objective that can be done alongside the #66DaysOfData! In this video I walk you through a basic data science portfolio project using python and streamlit. This is more of an exploratory data analysis project than a modeling project. I have set the groundwork, but have described many ways to improve upon this analysis for you to make this project your own! Data for the Project: https://www.kaggle.com/datasets/kenjee/ken-jee-youtube-data Github for the Project: https://github.com/PlayingNumbers/YT_Dashboard_st Anaconda Setup Video: https://www.youtube.com/watch?v=C4OPn58BLaU What is #66DaysOfData? - https://www.youtube.com/watch?v=qV_AlRwhI3I 0:00 Intro 1:36 What value can you drive from the data? 2:29 The dashboard we are building 4:38 Creating a new conda environment 8:36 Getting the data 10:10 Setting up the analysis 11:25 Loading in the data 13:17 Basic feature engineering 28:50 Adding the sidebar 31:06 Adding Metrics 35:44 Adding in columns and advanced merics 38:40 Adding in formatted dataframe 41:16 Styling the dataframe 48:41 Individual video analysis 50:00 Adding a dropdown 53:11 Create graph for subscriber status and country 58:15 Building performance over time chart 1:09:22 How could this be improved? 1:11:25 Publishing the Streamlit app Streamlit Documenation - https://docs.streamlit.io/ Pandas Table Visualization - https://pandas.pydata.org/docs/user_guide/style.html Plotly Documentation - https://plotly.com/python-api-reference/index.html #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 Key Highlights & Overview: Understanding <strong>Data Science Portfolio Project</strong> requires clear step-by-step guidance and practical hands-on visual demonstrations. Explore curated video courses, expert walkthroughs, and detailed lesson notes today on <strong>TutorTube</strong>.