Python for Data Science

Python is the language of Data Science and in this One Hour long video I'll teach you everything you need to know to Master Numpy, Pandas and Plotly!
I'm a data scientist and I created this video to cover the 90% of knowledge I use constantly with these Python Data Science libraries. If you watch this video while working through the included and commented code files you will master the core libraries of Data Science. Everything is 100% Free also, which is pretty cool!
All the Files are Here : github.com/derekbanas/Python4...
Look for AAPL.csv, MSFT.csv, Numpy_Pandas.ipynb and stock_sectors.xlsx
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MORE DATA SCIENCE VIDEOS
Install for Windows : • Install Anaconda Windows
Install for MacOS : • Install Anaconda MacOS
NumPy in One Video : • NumPy Tutorial : Numpy...
Pandas in One Video : • Pandas Tutorial : Pand...
Matplotlib in One Video : • Matplotlib Tutorial : ...
Seaborn in One Video : • Seaborn Tutorial : Sea...
Plotly in One Video : • Plotly Tutorial 2023
Time Series Analysis : • Time Series Analysis
Probability in One Video : • Probability for Data S...
Statistics in One Video : • Statistics for Data Sc...
Algebra : • Learn Algebra
Linear Algebra : • Prelinear Algebra
#PythonForDataScience #DataScience #Python
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Пікірлер: 55

  • @derekbanas
    @derekbanas2 жыл бұрын

    MY UDEMY COURSES ARE 87.5% OFF TIL NOVEMBER 9TH ►► Python Data Science Series for $19.99 : bit.ly/Master_Python_15 Highest Rated & Largest Python Udemy Course + 50 Hrs + 200 Videos + Data Science ►► New C++ Programming Bootcamp Series for $19.99 : bit.ly/C_Course_15 Over 23 Hrs + 53 Videos + Quizzes + Graded Assignments + New Videos Every Month

  • @MrRangelc

    @MrRangelc

    2 жыл бұрын

    Great content!!! the "87.5% off" caught my eye, as a very, very small way to show some appreciation. Udemy seems to have them at a 50% off discount - is there some code I would use to get the larger discount? I was only interested in the Python course, but I was going to get both at the incredible price. Thanks again!

  • @ericjohnson1811
    @ericjohnson18112 жыл бұрын

    Awesome video as always, Derek. Some of these cells may not work right because of missing libraries or other issues like missing SSL certs. Beginner users beware: You may have to do some troubleshooting.

  • @andreazecchi812
    @andreazecchi8122 жыл бұрын

    Always over the top! SuperDerek, thanks so much! Greetings from Rome, in Italy!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I do my best :) Oh how I would love to some day see the beautiful architecture of Rome!!! I can't imagine how wonderful that would be!

  • @bhakthasingh8198
    @bhakthasingh81982 жыл бұрын

    Derek, Thank you so much for uploading this excellent video. We are immensely benefited.

  • @tkar66
    @tkar662 жыл бұрын

    Really worth watching. Thank you DEREK.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you :) I’m happy you liked it

  • @archimedesCNC
    @archimedesCNC2 жыл бұрын

    oh WoW!! so very, very cool. i am a St. Louis Fed data user & the charts featured in the sciences' offerings gobsmacked me. i have no idea how to duplicate those sweet plotting outputs until this video! i'm all in.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    That’s awesome! I’m happy I could help. I’m actually planning another updated Plotly tutorial because they have made some amazing additions lately.

  • @silentlessons4221
    @silentlessons4221 Жыл бұрын

    am glad to finally see the face of the man who first taught me Java. Thanks borhter Derek. Love from Zmbabwe, Africa.

  • @Jipzorowns
    @Jipzorowns2 жыл бұрын

    Fantastic! Just what I was looking for. Thank you :)

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I'm happy you liked it :) I did my best to teach the core 90% very fast

  • @maninikovatrouvski5391
    @maninikovatrouvski53912 жыл бұрын

    Let me tell you something that you probably already know, you are the best programming teacher on this earth. Thank you for the shearing really.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you for the very nice compliment :) I greatly appreciate it!

  • @Hannibal2great
    @Hannibal2great2 жыл бұрын

    Thank you very much for your knowledge sir!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I’m very happy to be of help

  • @psibarpsi
    @psibarpsi2 жыл бұрын

    Hey Derek, I really love the efforts that you're making. I just had a question and would absolutely love it if you could be kind enough to answer it. The question is: How do I go about learning machine learning? See the situation is, I am a first year undergraduate who knows C/C++. Right now I'm trying to learn Data Structures and Algorithms, I am doing Competitive Programming. I asked a friend of my brother's - who is a machine learning engineer at Samsung headquarters - to recommend me a trajectory for learning ML, and he (being from a university known for its rigorous curriculum) asked me to do Linear Algebra, Multivariate Calculus and Statistics first. So, I am just thinking what would be better, to learn it the proper way and know all the proofs of the algorithm and so on, or to just apply stuff and build my own thing and learn the mathematics and stuff as I move along. Let me make it very clear that I'm not scared of the Mathematics in any way, in fact I love Mathematics! I am just concerned that I might slow me down.

  • @BigFatSandwitch
    @BigFatSandwitch2 жыл бұрын

    Excited for this tutorial

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you for following my videos! This is a big one and I hope you enjoy it

  • @RedJoker9000
    @RedJoker90002 жыл бұрын

    Nicely done. I already knew this stuff (major in CS and Philo). Learning wasn't hard, finding a job is harder. Personally still haven't got a CS job. Almost every position wants 5 years experience.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I’m sorry you are having trouble finding a job. I actually fell into my work many years ago. I started making online stores and then when I saw how much money people were losing because of poor inventory management I started applying data science and then machine learning and accidentally became an inventory analyst. Life has a strange way of working out for people that keep at it I promise. I’m sure it will do the same for you. I wish you all the best.

  • @gokusaiyan1128

    @gokusaiyan1128

    2 жыл бұрын

    @@derekbanas are you still an inventory analyst ? I know you have been in this field for a very long time.

  • @kennethstephani692
    @kennethstephani692 Жыл бұрын

    Epic video!!

  • @wiseguyasif
    @wiseguyasif2 жыл бұрын

    Thank you for this ❤️

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you for watching my videos :)

  • @akiratoriyama1320
    @akiratoriyama13202 жыл бұрын

    Superb!!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you very much :)

  • @matthiasdebernardini3388
    @matthiasdebernardini33882 жыл бұрын

    amazing video!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you very much :) I hope it saves you some time

  • @bomcimtube
    @bomcimtube2 жыл бұрын

    you are the legend!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    You’re very kind :)

  • @learnenglish699
    @learnenglish6992 жыл бұрын

    this guy is legend .thanks for being there "sir"

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you :)

  • @md7t13
    @md7t132 жыл бұрын

    Hey Derek, since youtube doesn't really appreciate your work with educational stuff why don't you try and add some gaming other than chess into your channel maybe it will help spreed your tutorials. I say this because I know your channel from way back and it's growing very slowly i thought this may help with the algorithm. It's a win win situation if it didn't work out here it will work out in twitch.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you for the help :) Yes I’m putting more content on Twitch now. I actually tried that once when I streamed Resident Evil VR and numerous other games. I loved doing it, but I lost thousands of subs so I quit. I’m just going to do all my crazy fun stuff on Twitch now and see what happens?

  • @jeekakrishna
    @jeekakrishna2 жыл бұрын

    Best guy to learn programming

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you for the nice compliment :)

  • @mzgz4216
    @mzgz42162 жыл бұрын

    Derek can you make a new Series for computer science basics ? Algorithms and Data Structures Databases Networking Operating Systems Computer Architecture

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I'll see what I can do. My how to program series is basically that, but I should make an algorithm series specific to Python along with other things you mentioned. Thank you for the request

  • @murugapriyakumar4264

    @murugapriyakumar4264

    2 жыл бұрын

    Check his python course in udemy

  • @christopherkotchey2593
    @christopherkotchey25932 жыл бұрын

    Fantastic! I definitely have to learn and use Python more. At 55:40, shouldn't lines 2 and 3 have been changed to msft_df? Otherwise aren't your x and y still pointing to your appl_df data?

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you :) Sorry about the error

  • @OliverOliverio1
    @OliverOliverio12 жыл бұрын

    got stuck at 24:12 "ImportError: html5lib not found, please install it" even though I installed via `pipenv install html5lib` (followed by pip3 install html5lib) ...any ideas?

  • @kb1204
    @kb12042 жыл бұрын

    In the plotly section u label the GOOG chart 'Date' (not date) and "Value of Dollar' this does not show up on the graph, why? thanks...Good Stuff

  • @BiffBifford
    @BiffBifford2 жыл бұрын

    If this video was a food group, I'd have to say; sweet!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    That’s funny :)

  • @johnhazlett3711
    @johnhazlett37112 жыл бұрын

    There is a form of the BASIC programming language, Q64 BASIC I think. Would you be willing to do a series on that? BASIC was a decent language, and there is still a large following. Thanx.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I made a multipart Basic tutorial series starting here kzread.info/dash/bejne/ZXqfucadf6eyntI.html

  • @guitar0wnz
    @guitar0wnz2 жыл бұрын

    As based as it gets

  • @photographedemode
    @photographedemode2 жыл бұрын

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    💖

  • @griffincosgrove8927
    @griffincosgrove89272 жыл бұрын

    1 hour?! I don't believe you!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Well it is 1 hour and 10 minutes, but close enough :)

  • @griffincosgrove8927

    @griffincosgrove8927

    2 жыл бұрын

    @@derekbanas I got you on a technicality! 😁