The Essential Programming Concepts For Learning Data Science

Programming / Coding is one of the most important skills for a data scientist. Having a great foundation can increase your value over the course of your career. In this video I talk about the 5 essential programming concepts that will give you the biggest boost for a data career. Check out YouCode here! https://you.com/kenjee 0:00 Intro 1:10 Control Flow Structures 3:47 Data Structures 5:56 Data Types 7:45 Functions & Methods 9:40 Libraries 11:49: Debugging 12:20 Object Oriented Programming 12:52 Learning Framework Tuples Vs Arrays Vs Lists: https://www.geeksforgeeks.org/python-list-vs-array-vs-tuple/ Python Sets: https://www.w3schools.com/python/python_sets.asp Documentation for libraries - Pandas Docs: https://pandas.pydata.org/docs/ - Numpy Docs: https://numpy.org/doc/ - Scikit Learn Docs: https://scikit-learn.org/0.21/documentation.html - Matplotlib Docs: https://matplotlib.org/stable/index.html - Seaborn Docs: https://seaborn.pydata.org/ - Plotly Docs: https://plotly.com/python/ - Tensorflow Docs: https://www.tensorflow.org/api_docs - Pytorch Docs: https://pytorch.org/docs/stable/index.html - Keras Docs: https://keras.io/ Other Resources/ projects: - Project Example Using Many of These Tools: https://www.youtube.com/watch?v=I3FBJdiExcg&ab_channel=KenJee #datascience #KenJee #coding ⭕ 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