How I Learnt Machine Learning In 6 Steps (3 months)

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Smitha Kolan - Machine Learning Engineer

Күн бұрын

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This is a much asked question do here's how I learnt machine learning successfully! In this video, I'm gonna share with you guys the 6 keys factors when it comes to machine learning, so that you guy know what really matters.
Machine Learning is an every-growing field of importance in todays' world and it has firmly secured its place in our future as well. So it's really imperative that we make efforts to learn it. First things first, Math. You can't escape it, but don't panic, make Math a long term learning goal. Next up, take a basic machine learning course which will teach you basic algorithms like linear regression. I also made a video on Linear Regression which you can check out here:
• How To Build Your Firs...
Next, learning Python, and Numpy. As these are part of the building blocks of your machine learning foundation. Once you've done so, practice with some basic projects and then work on your data preparation skills (this will take time to hone). Also, familiarize yourself with ML Libraries like Scikit learn and TensorFlow. But most importantly, practice and don't stop learning!
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Resources
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🛤️ NEW Machine Learning Roadmap 2024 Website:
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Пікірлер: 224

@adipurnomo5683 2 жыл бұрын

1. Learn math 2. Learn python 3. Learn data preparation 4. Learn ML Libraries 5. Practice and Practice

@sidrah8782 2 жыл бұрын

will creating projects every week will help...???

@faisalkhan_09 2 жыл бұрын

@@sidrah8782 yup 👍

@bipinbipin-wv6ej Жыл бұрын

But what if we dont have degree in maths or statistics? I'm an plane graduate with English literature and practicing required maths for ML these days.

@ArusHarutyunyan Жыл бұрын

@@bipinbipin-wv6ej same here, I specialize in Chinese language, and it's been awhile since I did some advanced maths. I'd like to find good resources to begin with.

@bipinbipin-wv6ej Жыл бұрын

@@ArusHarutyunyan wow, I work in a Spanish language profile in a FAANG and now learning German also. Only this thought "If I can learn foreign languages, why I can't learn maths also". I am learning basic these days then will move to required maths for Machine learning, AI or DS.

@FarhanHussain 4 жыл бұрын

Practice is the key!

@sparkartsdistinctions1257 3 жыл бұрын

Dict={ “Practice” : “Now it’s a key”}

@saurabh1627kondkar 3 жыл бұрын

so is the consistency

@frustated_fool 3 жыл бұрын

@@sparkartsdistinctions1257 Dict = { "Practice" : "Now it's a key" }

@sparkartsdistinctions1257 3 жыл бұрын

@@frustated_fool Yaah let me correct it thanks pobitra

@avinashprasadfilms 3 жыл бұрын

@@sparkartsdistinctions1257 what's the difference?

@ratnamsantosh2075 2 жыл бұрын

Thank you Smitha. I have been pondering over ML not knowing from where to start. You have provided a good starting point. i really appreciate it

@ariadnimak5622 3 жыл бұрын

I'm just getting started with Machine Learning and this is a very helpful and motivating video. Thanks xx

@shivangidubey7062 3 жыл бұрын

I want a community for ml for beginners so that it will be easy to discuss things. Have u anything regarding this?

@8.8.8.8 2 жыл бұрын

how's it going

@spammail2196 2 жыл бұрын

@@8.8.8.8 Did you learn it yet?

@blackspitit 2 жыл бұрын

Learning ML is not very difficult, just do a masters. The problem is to find a job with ML. I did masters of Data Science and here I am crying, I am depressed as I can't get any f...g job after 6 month finished my masters (grade 2.1) in a top 10 university in the UK. Not even data analyst I can get. I am studying web development (that saves me from suicide) I may be lucky with that.

@spammail2196 2 жыл бұрын

@@blackspitit you can contact me, I can guide you

@KhanBhai-tt8cm 4 жыл бұрын

I found this information useful regarding Machine Learning which is also the need of time

@asbu2297 3 жыл бұрын

Hello. I am not (yet) an ML enthusiast, but clicked on the video because of the slight curiosity I have about it. But the "no-zero days" mention makes sense, & is a good reminder that such consistency is important for achieving one's goals.

@LoganxSmith 3 жыл бұрын

This is a great video. Something I enjoyed was the background. Not too much to get distracted by, and you had a good presentation :)

@luanabarros6242 2 жыл бұрын

I've seen some ML intern roles and the majority requires a PHD. I am happy with your final words

@aakashjaiswal2003 2 жыл бұрын

I have just started to look into ML and learn more about it and this video is an absolute motivator! Thanks! Subscribed!

@azad8000 3 жыл бұрын

wow clear and crystal....well explained!!! subscribed

@sra007ach2 3 жыл бұрын

Hey Smitha, Thanks a lot for this great piece of advice.I am currently an data analytics intern at ey. i hope you make more videos on this and other useful resources.

@agrim8863 2 жыл бұрын

@sra007 what all skills are required to grab an internships in data analytics domain at ey. Please throw some light I want to make my career in it. Please need some guidance..

@deepikaraghu6645 2 жыл бұрын

Can u tell us the necessary skills for getting an internship at ey?

@swatik2509 Жыл бұрын

@@deepikaraghu6645 be from circuital branch at iit or top nit

@nitingupta1417 4 жыл бұрын

thanks for the video mam, I needed it

@almostdied399 3 жыл бұрын

I started to do a machine learning project for my final year project. And finally i got inspired by you my love 😍

@AIgovVideos 2 жыл бұрын

woww u just solved my all the problems thank you so much for all the steps u have mentioned it truly helped me

@radhikakolan6472 4 жыл бұрын

Useful information about machine learning..excellent.

@sartajjamalchowdhury5281 3 жыл бұрын

Thank you so much! Very insightful!

@chaitanyasaibeesabathuni928 2 жыл бұрын

I like your videoes because not only based on the concept but also about your motivation to the younger ones to learn ml

@outofme3874 4 жыл бұрын

Great Tips! trying to look for a good project for school, interested in computer vision

@potatoostudies2881 3 жыл бұрын

What entry job would u recommend as a stepping stone towards ml eng?

@itssaj7329 3 жыл бұрын

Thank you . I am currently learning Html css and js and I Practice it nearly 8 hours a day. I want to start machine learning as soon as I become good at front end dev.

@avgaming7317 2 жыл бұрын

Hey saj, doing same bro🤩

@ibrahemnjr9924 2 жыл бұрын

why bro ?

@krishna_raj9331 2 жыл бұрын

Best kind of knowledge and information in this video. Thanks.

@Young_Santana808 3 жыл бұрын

Great video ! But you haven’t done a video on Data preparation unfortunately

@SmithaKolan 3 жыл бұрын

Coming soon!

@walelignwondye8917 3 жыл бұрын

Love your vids 💜💜

@newmanadesan9964 3 жыл бұрын

Hmm Data preparation......so do i need to take a data analytics/data scientist course to improve my analytical thinking of data?

@piyushpalsania7685 2 жыл бұрын

This was helpful, Thank you Smitha

@saminamehrin1411 4 жыл бұрын

Very useful video. Well done 👍

@gulistanibadat4565 4 жыл бұрын

Excellent vedio!

@inseyaabwavi8316 3 жыл бұрын

I m the student of EEE department... how do i learn python codes.....would u plz help me, how is it effective for the electrical job market?

@shallommicah115 3 жыл бұрын

Falling in love with machine learning and also with the lady teaching it😍😍😍

@intuitivej9327 3 жыл бұрын

After having basic skills, jump to the personal project! It makes you grow so fast. Debugging and debugging!

@prasannakukade300 3 жыл бұрын

Very sound explanation...thanks for making video

@mateiberari 2 жыл бұрын

Thanks a lot Smitha. This really helped me :)

@aicode2304 3 жыл бұрын

Thank you for this!

@monigupta7959 2 жыл бұрын

Nice video. I just need to follow this path 👍

@naveenrs7460 2 жыл бұрын

I want to create startup related to environment!

@ahmarhussain8720 Жыл бұрын

Great video I appreciate your efforts, just some feedback, if you could timestamp your videos into different sections it would be quite helpful for the viewers to jump to the section that helps them the most, thanks alot

@TabulaRasaa 3 жыл бұрын

Which kind of path do you suggest for people who has not knowledge at math at all how can i progress in math(for machine learning/Ai) what should i do

@stunchbox7564 3 жыл бұрын

Another big u tuber in d making....

@Gourdinho Жыл бұрын

Great tips !

@danielnatsu 3 жыл бұрын

Excellent video. Thank you a lot

@contents..3847 3 жыл бұрын

Where are you working right now and also you really done this full course online?🙄 means I'm just curious how...!!

@fatimadarbandsari1870 Жыл бұрын

Thank you

@yk-mp7bk 2 жыл бұрын

Thankyou for this video, This is really so amazing. I just didn't even think that way to look at what companies want from us but either way I am going to learn it for just fun😂😂 but maybe later on I would like to switch my carrier in it. Thankyou ❤

@blackspitit 2 жыл бұрын

@zoro_065 Жыл бұрын

umm can you help me out i m confused choosing bte DS and ML ? i mean which has more scope and is little better than the other

@maveriks463 Жыл бұрын

Market is over saturated, fiercely competitive and not enough genuine positions.... Higher entry barriers in terms of experience levels req..... This is relative to your specific geographical region.

@andreaandre1660 2 жыл бұрын

Hello , I start Coursera course. Did you find useful adopt Octave?

@shravanacharya4376 3 жыл бұрын

Great job thanks!!!

@qazimuhammadosama5218 3 жыл бұрын

What is difference b/w AI and ML?

@RandomPerson494-12c 3 жыл бұрын

Machine Learning is an application of Artificial Intelligence.

@hitblank2320 3 жыл бұрын

Quality content

@touhidalamin7810 3 жыл бұрын

Much good information learned from this video.

@MuhammadTahir-ek2gu 3 жыл бұрын

You are doing a well job

@prasadnagula7615 4 жыл бұрын

Thanks a lot for this video.

@dylanroman7738 Ай бұрын

It's 9 July, I'm gonna start.

@nitingupta1417 4 жыл бұрын

mam, in the description u have mentioned two courses for ML. I have completed Andrew neg course. should I go for second course?

@sunilbastola Жыл бұрын

what do you recommend after Andrew NG's course ? I am sure you have moved on in 2 years.

@arunsubramanian2886 2 жыл бұрын

Thanks a lot mam.....stay blessed

@eviltamerx 3 жыл бұрын

great video, practice is the key. BTW there is hidden semi colon in your name.

@eviltamerx 3 жыл бұрын

@• 3First its not a joke its humor that you are not able to understand so you are actually idiot who should mind his own business

@veshennaidoo6297 3 жыл бұрын

Awesome advice:)

@denisleonard1565 2 жыл бұрын

do you also learn Deep Learning?

@hasantarek6521 3 жыл бұрын

NIce video. It was very helpful.

@wolfworks2061 3 жыл бұрын

How much of ML does overlap with control theory ? Excluding the low level hardware interfacing.

@Lin-vg5wy 3 жыл бұрын

Thanks for sharing

@hakunamatata-qu7ft 4 жыл бұрын

Helpful video btw u got really beautiful smile anyone will fall for that

@Poosaramadevi 4 жыл бұрын

Superb video

@sbnmthw 3 жыл бұрын

Useful contents..thanks

@Lina-77777 3 жыл бұрын

hi! Did you make a video about Data preparation? I couldn’t find it.

@tahseenkausar3875 Жыл бұрын

Can you tell me websites or books name from where i can practice the concepts of machine learning...?

@venkataramanaphysics Жыл бұрын

Consistence with practice

@gaurangsolanki1032 3 жыл бұрын

This is nice and great full information to clear my some problem what can i do and where i start to learn machine learning thank you

@pranavgandhi9224 3 жыл бұрын

Thankyou for sharing 😉

@theeternalgus9119 3 жыл бұрын

What math do I need to learn? All of it?

@kagisomarvinmolekwa3933 2 жыл бұрын

Linear algebra, calculus and statistics

@MuhammadTahir-ek2gu 3 жыл бұрын

I like your face expressions and your describe method. I'm from Pakistan and impressed from you.

@ajaykawade7356 3 жыл бұрын

Nice explanation

@jofdisonjoson1584 3 жыл бұрын

Suggest machine learning courses that less or without focus on math .

@ramikhrais2189 3 жыл бұрын

What are the mathematical subjects that we have to cover in order to solidify our skills in this field?

@nairagrigoryan335 3 жыл бұрын

Multivariable Calculus, Probability Theory, Linear Algebra

@ramikhrais2189 3 жыл бұрын

@@nairagrigoryan335 Thank you my Armenian friend (:

@nairagrigoryan335 3 жыл бұрын

@ultraeye3919 3 жыл бұрын

Nice thankyou.

@sm-pz8er 2 жыл бұрын

Hi. Thanks for the nice videos. Do you think it is a good idea to start learning machine learning with deep learning specialization by Andrew ng, when I have no background?

@naiduvinay933 2 жыл бұрын

Great video

@patrickbateman7665 3 жыл бұрын

Welcome back to my channel ?? I visited your channel for First Time 😁😁

@sarosoyuwono7286 3 жыл бұрын

that isnt for you

@suganyasen829 2 жыл бұрын

Good information

@makedredd299 2 жыл бұрын

Where is the video on data preparation?

@SauryaPaudel 3 жыл бұрын

I think Math is important because if you are trying to solve a problem with mL you need to at least or have an idea of what each mathematical concept/formula are going to solve and perfect for your problem.

@ganeshgunjal4220 3 жыл бұрын

nice video mam... u r from india or from abroad? u should start teaching machine learning coz ur way of teaching is very good.

@mfcxris9143 Жыл бұрын

I want to learn from you, thnx

@adityakushsolan 3 жыл бұрын

all i got out of the video is U R Beautiful. And also keep up the good work

@sitthway247 3 жыл бұрын

Can I get a job as a machine learning engineer without CS degree?

@donalain69 3 жыл бұрын

Im really interested in machine learning.. but had to watch the video 3 times to manage actually listening to you instead of just staring at you thinking how beautiful you are 🙄

@user-ds2ry1xj1w 2 жыл бұрын

Must say... I love you

@shubhamsinghal4725 4 жыл бұрын

In math, where should i start from

@SmithaKolan 4 жыл бұрын

Hi Shubham, it depends where your math level is currently. Have you taken any classes on basic linear algebra? If not, I would advise you to start there. If you have already done that part, look at probability and statistics. I've put some links for them in the description box, so you can check them out.

@shubhamsinghal4725 4 жыл бұрын

Thanks

@hi_lary.atutorials4726 3 жыл бұрын

Great video... Must you have a CS degree to get a job in ML

@021bethineedilakshmideepak4 4 жыл бұрын

Hi Smitha 😊. U have given a good piece of info. Sir, u have great knowledge and passion. I am mechanical engineer fresher graduate and want to start a career in machine learning. I have finished learning math, python and a few algorithms. Don't have an idea how to implement these to utilize for job approach.

@Ebizzill 2 жыл бұрын

im 100% sure she's not a sir.

@kqizj0 Жыл бұрын

امثالنا عايزه ال يواسيها مش ال يحب الحب خيبه 🍂

@Viralvlogvideos 4 жыл бұрын

To can't due to many reason then do the projects and solve real time problems and also go to comptetions

@ShabbirKutbuddin-s5x Ай бұрын

Hello Smitha, I have worked as Data Analyst for two years but I dont have a computer science background so would you suggest me to do MSc Data Science or MSc Machine Learning if I want to progress in life and be a Data Scientist/ML Engineer one day?

@indrasonowal7362 2 жыл бұрын

Hello mam, I'm a first-year engineering student and since class 11th I had an interest in ML/AI. I already know python and math topics like Linear algebra, vectors, matrices since they are already in my engineering as well JEE course. So can you please suggest some more skills that I need to learn?

@Kkkmmllp6 2 жыл бұрын

IIT ja

@michaelrobinson8382 2 жыл бұрын

Currently taking the stanford course. Did you complete the assignments or you just got the intuition behing the algos

@templeagodike7358 3 жыл бұрын

Beautiful

@bharathreddy8689 2 жыл бұрын

I like the way you talk with cam.... You are beautiful ❤... And coming to the point Is it enough to follow Andrew Ng Classes for Maths involved in ML or we have to go deeply in to the math topics...

@theSbrothers0315 2 жыл бұрын

i'm 44 this year and thinking about switching to AI . Am i crazy?

@akshsinecure 9 ай бұрын

Nah, man. Absolutely not... You have time till you're 85-90... If you want it... Do it!

@amardeepagrawal6188 3 жыл бұрын

Could you also suggest something on Data Science 🧬

@karpagavalli2629 Жыл бұрын

I have a doubt. In coursera each course it asks about 1 month, 3 months or 6 months . what is the difference between these?

@ysrai 3 жыл бұрын

Machine learning literally disrupt every sector in the world 🌎, what kind of machine learning should i choose to disrupt your heart ❤💙💜💖

@cryptolicious3738 3 жыл бұрын

so great, spying on everyone, manipulating everyone and killing developer jobs in the long run to give a few AI devs short term money, so great, hooray, really making the world better, EXCEPT NOT