Machine Learning Tutorial for Beginners

I wrote a Techno-Thriller called Whispers if you're interested: amzn.to/4cfdtNW
I'd greatly appreciate a review for it if you have time.
I'll teach a ton about how to use TensorFlow and I'll answer all your questions live. I'll cover all of the following and much more :
❇️ Working with Tensors
❇️ Google Colab
❇️ Downloading / Cleaning Data
❇️ Boxplots, Histograms & Correlation Matrix
❇️ Neural Network Regressions
❇️ Random Data
❇️ Normalizing Data
❇️ One Hot Encoding
❇️ Separate Features & Labels
❇️ Separate Training & Testing Data
❇️ Building Models
❇️ Compiling, Optimizing, Evaluating
❇️ Activation (What data is important)
❇️ Fitting, Epochs & More
🖥️ Code is Here : github.com/der...
MY UDEMY COURSES ARE 87.5% OFF TIL May 8th ($9.99)
➡️ Python Data Science Series: Highest Rated & Largest Python Udemy Course + 56 Hrs + 200 Videos + Data Science bit.ly/Master_...
➡️ C++ Programming Bootcamp Series: Over 23 Hrs + 53 Videos + Quizzes + Graded Assignments bit.ly/C_Cours...
➡️ Golang Course: 15 Hrs + Web Apps + Core Language + Create a Blog + PostgreSQL + Problem Solving bit.ly/go-tuto...
Probability in One Video : • Probability for Data S...
Statistics in One Video : • Statistics for Data Sc...
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
#deeplearning #tensorflow #machinelearning

[@benjaminkrehic6096]

This guy helped me finish college.. then years later I start going into Machine Learning and well guess what I’m back… Thank you dude… you are a legend!!!!!

[@jeffwiezemann4133]

Never disappointed with this channel, you are doing an amazing job. Thank you for this incredible tutorial Derek 😊

[@derekbanas]

Thank you very much :) I hope it helps

[@mamun001]

As always, your tutorials are right on time and amazing

[@derekbanas]

Thank you :) I'm happy to hear you found it useful

[@tomaspyth7017]

Derek, I'm really happy to see you for the first time since I've learned really a l lot from your tutorials more than I've learned at the University especially design patterns and java... Thanks a lot and keep it up 🎉🎉💐💐💐👌🏼👌🏼

[@konstantinrebrov675]

Learn Machine Learning with Python in Interactive Notebooks in One Video! Wonderful, Derek! Such an awesome series.

[@derekbanas]

I'm glad you liked it :) This is one of my favorite videos

[@amyrs1213]

Hey Derek, thank you for all your tutorials! And this one couldn't be timed better 😃

[@derekbanas]

Thank you :) I did my best to teach a complex topic in a fun way. I hope you find it useful

[@philipaugust]

Thank you for your tutorials, Derek! Please do a tutorial series on discrete math - it would be greatly appreciated

[@derekbanas]

Happy to help :) I love making math tutorials

[@bobjohnson1407]

hey Derek, wishing you a speedy recovery, you are one of the hardest workers I know, and always look up to you. Sad to hear your doing unwell. Hope to see some AI work soon when you get back.

[@derekbanas]

Thank you :) I appreciate the kind message

[@rushabhhere]

Hey Derek, just finished watching the entire video and I wanted to let you know that I found it very useful to get my feet wet with Tensorflow and Keras (this is the first resource I am referring to for the same). Thanks!

[@shr00shr]

Thank you for this tutorial Derek 🙏

[@derekbanas]

It is my pleasure. I hope it helps

[@debajyatidey9468]

Your tutorials are awesome.... Please make a learn in one video tutorial on "complete tutorial of WebAssembly in C /C++ for Web development ". There's not much legit content available on this topic on KZbin! I am really enthusiastic about using WebAssembly in C!

[@paulomontoya3576]

I love to watch your videos since you taught me Ruby a looong time ago. Thanks for your content, Derek

[@derekbanas]

Thank you very much :) I'm very happy to hear that I helped

[@MnatsakanMatSharafyan]

Thanks a lot for this video! I watched it with my Saima Chrome extension to save time and I can say that it was great combination. Thanks!

[@basharat4693]

Awesome channel and a mine of gold. Is there any plans of updating C++ and/or Python course ? It would be awesome if you do.

[@ahmedbathily7013]

Thank you for all things you are doing ,i learnt so much from you since 2017 ,

[@jessmac2379]

Thanks Derek for always uploading top quality tutorials for beginners! ❣❣

[@yadavsahu6928]

Hey i have been using your channel to learn a lot of stuff...I just want to say thanks. Also, I want to request tutorials in some visualization tools like power bi or Tableau. Thanks again.

[@TotopoDoge]

Your tutorials are good, I learned some things about Dlang thanks to you! One question, could you do a Zig tutorial?

[@OtakuVonBismarck21]

Amazing content, just what I was studying right now.

[@derekbanas]

Thank you :) Happy I could help

[@jonatantisnado7533]

Thank you for yet another oportunity Mr. Banas. May I suggest StreamYard for handling two video uploads at the same time.

[@ericklopez9754]

Thank you for your awesome tutorials; big time fan here of all your content especially cooking recipes. I am hoping if you can take into consideration on making a video on 1. Pandas Data cleaning; Reason being, according to data analysts and individuals who work w/ data the common statement or phrase I hear in the industry is that "80% of their time is spent on data cleaning. Any chance if you can make a framework or some sort of video on how you would go about a majority of the time analyzing the data and cleaning it, what libraries you would use to analyze and know the "HOW" on data cleaning and your thought process behind dropping certain columns or outliers or keeping certain outliers due to a potential pattern or insight. Another video suggestion, 2. Drawing Insights from Data; I think using tensor flow & keras is fantastic in seeking insights from the data; I was hoping if you can do a video on how you would go about drawing these valuable insights, some common insights you seek, and how you would organize the insights and "story tell." Thank you very much for your time and amazing contribution to education and open source knowledge.

[@sushant721]

He is master of all targets hats off😊❤

[@weho_brian]

Derek Banas so inspirational

[@abdellahcodes]

Perfect timing ❤ The only nitpick I have is sound quality compared to your usual videos. Maybe it would help to record locally while streaming for a higher quality

[@derekbanas]

Sorry about the sound. That was my first joint livestream. I'll do my best to correct it

[@abdellahcodes]

​@@derekbanas I love your work, sorry if I sound critical I watched some of your videos when I started learning to code a few years back keep it up 💪

[@mergrzg]

hi dereck, you helped me alot in past years

[@derekbanas]

I'm very happy to hear that I helped :) I wish you all the best

[@Aditya-oi5xw]

attended your python programming bootcamp on udemy. totally amazing.

[@PrNizar]

Man KZbin's algorithm is not giving you justice. I've been a subscriber to your channel from a long time ago and your new videos are not showing. I had to search for your channel to know that you're still posting videos. You have more than 1M subscribers and your last videos have barely 10k views. Keep up the good work and maybe you'll have to make something about that.

[@derekbanas]

Thanks for the nice message :) Yes sadly KZbin doesn't seem to care about education channels like mine anymore. The Khan academy basically stopped making videos and nearly every small education channel has left KZbin. It was a great run and I'm extremely grateful for being able to help in any small way. I won't be deleting any of my videos and I won't move them to pay sites. I may make videos now and then in the future, but for now I'm pausing content creation.

[@EETechStuff]

@@derekbanas I'm sure we both know that while everyone loves to blame KZbin, the truth is that they make their money by giving viewers what they want. And sadly, virtually every viewer on the planet is interested only in mindless entertainment. Nobody will admit it, but the statistics clearly show people watch music videos and video games and prank videos. Viewers can click on any video they want, for free, but clearly they choose cute cat videos 100% of the time over educational stuff. And over and over I've seen educational channels who get only 1% of subscribers actually watching new videos. I've built about 12k subs over the last 7 years of producing over 320 science and engineering and software videos, and I'm lucky if a video gets 100 views. And in return I get zero income. And most viewers only are interested in copying and pasting my code, not actually learning. The only successful "tech" channels have nothing to do with tech, but are all about selling sponsored hardware for playing video games. I've been an Electrical Engineer for over 45 years, and it's sad to see what we've become. Pressing buttons on a smartphone is what passes for technology, and now AI is going to make us exponentially dumber. I just produce videos because I enjoy it in my retirement, but if I was in it for the money I would have quit years ago. I wish you the best.

[@rayt.7128]

I hope we can see a Calculus video :) Have a great day!

[@sergioarellano7347]

Hey Derek its been a minute but we hope you've been doing good

[@akochlef]

Great tutorial as usual. Thanks

[@JesseBadry]

Hi derek! great video as always. I have a request if possible, do you think you could cover UI/UX design in a video? Or is this not really your domain? Thanks!

[@kamalnayanpathak2815]

Came across your channel and love what you do , I had a request too ,since i couldn't find it anywhere else , could you make a tutorial on recommendation systems with pytorch

[@a_k__]

Man I’m still waiting for your Java Spring course

[@jameelabduljalil25]

Thank you Derek!

[@derekbanas]

I'm happy I could help :)

[@AustinKruah]

This is absolutely wonderful...please, I really need to understand Inventory management system in python.

[@Observe-n-Learn]

We miss you !!

[@derekbanas]

Thank you :) When I get my health back in order, I hope to be able to make more videos.

[@L7ussayn]

Yoo i miss you man are you good ?? Where are you ??

[@Seabassxb]

Amazing content thank you Derek! Any plans to do a video on Django?

[@derekbanas]

Thank you :) Definitely possible because I have used Django for years

[@rodmanunderhilliii8198]

This is starting out new and tough, and I suspect will become even harder, and time consuming, as the tutorial goes on. I've been actively using C#, making a game in Unity, and need to review Python. Which of your tutorials would be most relevant, to review, before I undertake this Tutorial? I will most likely start this tutorial, sometime in June, and hope you continue on this topic, to the end.

[@derekbanas]

Here is all you need Python Tutorial : kzbin.info/www/bejne/fmLInaCDd9OsoaM Data Science Python Video : kzbin.info/www/bejne/goC0eYykbKd_d8k

[@rodmanunderhilliii8198]

@@derekbanas Thanks, I thought it would be one of your 'all in ones'', and I never participated in the Data Science Python, tutorial. Looks like I will be busy for a while playing catch-up, and start tutorial late, also. I will be months behind, instead of years, as I was prior to when I first stumbled onto your, as well as some others, enlightening tutorials, a few years ago.

[@Volkskomissar]

This is so funny, i JUST watched a video about GreenScreens and Boom here we are :)

[@derekbanas]

I guess mine is so good that people can't tell? I think it's funny when a millionaire has a terrible green screen. I paid about $200 for everything including lights.

[@FrederickGimino-z7m]

Amazing video. Does Pandas provide the prompts for data automatically?

[@thelastninja4825]

the legend has a face! hello sir

[@z.r.777]

Thank you Derek. You'll make me a Data Scientist 🥼

[@peacehappinessmoment]

derek put "android jetpack compose Tutorial" video like your "javascript in one video"

[@LopezWesley]

Thanks a lot and keep it up

[@pastuh]

I once processed the data from the game to check where the enemy is planning to attack... And I was shocked that it is so easy to predict the future...

[@derekbanas]

Probability based on a ton of data is normally quite accurate. Don’t be fooled though. Blindly trying to use ML to make stock predictions without a lot of financial knowledge doesn’t work yet

[@marko.9173]

Thanks!

[@garbashokan8856]

Go for GenAI content buddy. You are the best person for this i wonder why you have not done that yet. Also i know that as an ethical person you are not someone who chases trends for short term gains. WHat do you think the nature of jobs are going to be in a few years?

[@derekbanas]

Yes I tend to avoid trendy topics. I hope things don't change that much. I used to always want, up until recently, for technology to thrive. I'd guess that those jobs that will still exist will be those in which people must work with others. Public school teachers, physical therapy and such. I think creativity will be valued as well. The AI still basically just copies everything we have already done. I guess I hope the future revolves around helping everyone find their special talent and then helping them to develop that talent rather than teaching everyone the same skills. In that world people wouldn't learn a skill and then give up on learning anything new after they pass their 20s. I actually believe the world will be a much better place in the future, but every country is going to require much better leadership.

[@mattstone8878]

Derek Bananas 🍌

[@derekbanas]

That's my name :)

[@mattstone8878]

@@derekbanas This D is bananas! B-A-N-A-N-A-S! 🎶

[@哎呀-d6c]

Dear Mr Derek , I'm very eager to learn Machine Learning lessons , but there is a lot of English that i don't understand because there are no subtitles , can you add subtitles if convenient ? thank you for your teaching

[@arunsaivemula1300]

Hello Derek before watching this video do I need to watch or learn anything else from your Video Library ??

[@Quotes4ulife]

when are we goona get AI course Derek?

[@gene5557]

Dear Derek, are your discord server is still active? the link seems to be not working.. Btw, a very very thank you for all the work you do to create best possible tutorials crammed in one video❤❤❤

[@derekbanas]

It is invite only now. Here is a link discord.gg/MXGwckXv I'm happy you have enjoyed the videos :)

[@gene5557]

​​@@derekbanas I was surprised that you really replied to me. Its shows how much you care about your subscribers aka learners who want to learn from you🤗🤗🤗 Thanks again, Derek Sir🙂🙂🙂 God bless You❤❤❤❤

[@alvin3171997]

Hey derek! What’s your opinion on tensorflow vs PyTorch, since you have tried both in production.

[@derekbanas]

Either will get the job done. I prefer TensorFlow only because I used to have an employer that required it and I'm more experienced with it.

[@Zinguratto]

Hey Derek, you know the lua in programming; what's the difference in all edition to the fourth?

[@chandrasekharmedisetti6563]

Hi , I'm stuck on some feature in Rasa chatbot where bot should hand-off to the human agent Human agent is a web page and rasa chatbot channel is also a web page If u could make a video on it That would be more appropriate and that would help me to implement

[@ryancabaneles]

@derekbanas sir can you make a video tutorial of FASM PROGRAMMING language please🥺

[@SweetEvaporation]

hi can you do a calculus tutorial

[@255py8]

dude i love you

[@derekbanas]

Love you too :)

[@tunadurnal3765]

Hey Derek, I was wandering, what is your relationship with money ? Is it work to live or live to work ?

[@derekbanas]

I think it is hard to make statements like that for me because life, at least for me, happened to me. I made many plans that failed and then lucked out on long shots that paid off big. I think all you can do is improve those things you can control. Every day I try to gain more knowledge, exercise and as my great grandmother told me it is important to do one good deed every day to make at least one other person have a happier day.

[@aptmap5181]

@@derekbanas Did you switch platforms bro? Haven't seen you update this channel for awhile.

[@bibasaryal8896]

Yo derek isn't it bad to sleep 3-4 hours a day? I usually get 6-8 hours of sleep

[@derekbanas]

I don't recommend it for anyone. I seem to have a genetic reason for why I only need 4 hours of sleep per day. It isn't a situation in which I force myself to get up. I go to bed at 1AM and naturally wake up at 5AM. I don't even use an alarm clock. Here is more information if you are interested en.wikipedia.org/wiki/Familial_natural_short_sleep

[@mirshodoripov1035]

Hi Derek😊. I have question about math. can you tell me how much math is required to learn before jumping into ML & AI?

[@derekbanas]

I think it is best to jump in with something like TensorFlow or PyTorch like I show here. That will get you excited and then as you understand how ML works that will send you down a track of learning the math required naturally. Starting off with the math will just cause massive confusion which will lead most people to give up. The math is linear algebra and calculus 1 for the most part.

[@pratz_1337]

Yo I am new to the.channel, i request you to make tutorial on sympy library please

[@moumnalmunawy1806]

Sir how did you learn all these programming langaugea and technologies

[@PrinceJJGoated]

MP means Minutes Played FYI

[@derekbanas]

Thanks for the info. I rarely watch sports

[@parmardharmendrasinh4276]

Sir please tell me for how many month you continued the 3 hours sleeping schedule.

[@derekbanas]

I did it for over a year. Eventually I transitioned into sleeping about 4 hours per day and still follow that schedule today

[@vaishnavmhetre9061]

Audio is out of sync with Video.

[@just_A_doctor]

No it is just u reload the KZbin app and see ahmgain if it works

[@bobbyv3]

Derek, where did you go?!

[@derekbanas]

Long story short, I developed an autoimmune disease that made it difficult to keep the workload of having a job and making KZbin videos. I decided to not make a big deal about it and instead just stopped making videos. Please value your health because you could lose it!

[@bobbyv3]

@@derekbanas I'm sorry to hear that. Lupus? It doesn't matter. I'm glad you're alive, though. Not unlike time, health is often only appreciated out of dire necessity. Get well soon!

[@derekbanas]

@@bobbyv3 No I don't have lupus. I have a disease that attacks my lungs and brain, but I'm getting better. Thank you for your concern. I'll get better.

[@bobbyv3]

@@derekbanas Dr. House was right, it's never Lupus. Kidding aside and with some taking of liberty, we will be pulling for you and wish you a full recovery. I believe we are connected on LinkedIn; if there's anything I can do...

[@nwhatchel]

Would you be willing to do any Roblox tutorials?

[@caseyconlon1995]

formidabley

[@swiper123YT]

ARE YOU BRO CODE?

[@3169aaaa]

cool

[@derekbanas]

I enjoyed making this. I hope you like it

[@parmardharmendrasinh4276]

How long you are sleep only 3 hour ?? 1 year ?

[@derekbanas]

I eventually shifted to sleep 4 hours a night all at once after a few years. I still do that to this day

[@rocky1722]

Waiting for assembly tutorial sir 😔

[@derekbanas]

Sorry for the wait. I have a new job and I don't have much time anymore.

[@Science_Nerd-tu1vx]

❤❤🔥🔥🔥🔥👌👌👌👌

[@a_k__]

I think PyTorch is better than tensorflow overall

[@derekbanas]

I don't really have a preference. I've been able to do what I do with both.

[@a_k__]

@@derekbanas they are both tools afterall

[@2PaweL]

+1

[@bizneslupa3629]

CHAT GP4..5.6...7 is coiming and soon no need coders, 80% will lose their jobs

[@gerrywilson2035]

I'll be the coder of chatGPT then 😎

[@SoftBabe1]

Thank you very much for ur tutorial Derek