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

Smitha Kolan - Machine Learning Engineer
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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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30 сен 2024

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Комментарии : 224   
@adipurnomo5683
@adipurnomo5683 2 года назад
1. Learn math 2. Learn python 3. Learn data preparation 4. Learn ML Libraries 5. Practice and Practice
@sidrah8782
@sidrah8782 2 года назад
will creating projects every week will help...???
@faisalkhan_09
@faisalkhan_09 2 года назад
@@sidrah8782 yup 👍
@bipinbipin-wv6ej
@bipinbipin-wv6ej Год назад
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
@ArusHarutyunyan Год назад
@@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
@bipinbipin-wv6ej Год назад
@@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
@FarhanHussain 5 лет назад
Practice is the key!
@sparkartsdistinctions1257
@sparkartsdistinctions1257 3 года назад
Dict={ “Practice” : “Now it’s a key”}
@saurabh1627kondkar
@saurabh1627kondkar 3 года назад
so is the consistency
@frustated_fool
@frustated_fool 3 года назад
@@sparkartsdistinctions1257 Dict = { "Practice" : "Now it's a key" }
@sparkartsdistinctions1257
@sparkartsdistinctions1257 3 года назад
@@frustated_fool Yaah let me correct it thanks pobitra
@avinashprasadfilms
@avinashprasadfilms 3 года назад
@@sparkartsdistinctions1257 what's the difference?
@newmanadesan9964
@newmanadesan9964 3 года назад
Hmm Data preparation......so do i need to take a data analytics/data scientist course to improve my analytical thinking of data?
@potatoostudies2881
@potatoostudies2881 3 года назад
What entry job would u recommend as a stepping stone towards ml eng?
@inseyaabwavi8316
@inseyaabwavi8316 3 года назад
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?
@ratnamsantosh2075
@ratnamsantosh2075 3 года назад
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
@MohdYaseenmas
@MohdYaseenmas 3 года назад
Yaar mai thak gaya subscribe kartay kartay lol. I am tired of pushing subscribe to the channels involving programming/Ml/ etc
@KhanBhai-tt8cm
@KhanBhai-tt8cm 5 лет назад
I found this information useful regarding Machine Learning which is also the need of time
@ariadnimak5622
@ariadnimak5622 3 года назад
I'm just getting started with Machine Learning and this is a very helpful and motivating video. Thanks xx
@shivangidubey7062
@shivangidubey7062 3 года назад
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
@8.8.8.8 2 года назад
how's it going
@spammail2196
@spammail2196 2 года назад
@@8.8.8.8 Did you learn it yet?
@blackspitit
@blackspitit 2 года назад
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
@spammail2196 2 года назад
@@blackspitit you can contact me, I can guide you
@LoganxSmith
@LoganxSmith 3 года назад
This is a great video. Something I enjoyed was the background. Not too much to get distracted by, and you had a good presentation :)
@contents..3847
@contents..3847 3 года назад
Where are you working right now and also you really done this full course online?🙄 means I'm just curious how...!!
@andreaandre1660
@andreaandre1660 2 года назад
Hello , I start Coursera course. Did you find useful adopt Octave?
@radhikakolan6472
@radhikakolan6472 5 лет назад
Useful information about machine learning..excellent.
@luanabarros6242
@luanabarros6242 2 года назад
I've seen some ML intern roles and the majority requires a PHD. I am happy with your final words
@azad8000
@azad8000 3 года назад
wow clear and crystal....well explained!!! subscribed
@blackspitit
@blackspitit 2 года назад
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.
@zoro_065
@zoro_065 Год назад
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
@maveriks463 Год назад
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.
@TabulaRasaa
@TabulaRasaa 3 года назад
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
@sra007ach2
@sra007ach2 3 года назад
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
@agrim8863 2 года назад
@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
@deepikaraghu6645 2 года назад
Can u tell us the necessary skills for getting an internship at ey?
@swatik2509
@swatik2509 Год назад
​@@deepikaraghu6645 be from circuital branch at iit or top nit
@donalain69
@donalain69 3 года назад
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 🙄
@nitingupta1417
@nitingupta1417 4 года назад
mam, in the description u have mentioned two courses for ML. I have completed Andrew neg course. should I go for second course?
@sunilbastola
@sunilbastola Год назад
what do you recommend after Andrew NG's course ? I am sure you have moved on in 2 years.
@nitingupta1417
@nitingupta1417 4 года назад
thanks for the video mam, I needed it
@qazimuhammadosama5218
@qazimuhammadosama5218 3 года назад
What is difference b/w AI and ML?
@RandomPerson494-12c
@RandomPerson494-12c 3 года назад
Machine Learning is an application of Artificial Intelligence.
@asbu2297
@asbu2297 3 года назад
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.
@Young_Santana808
@Young_Santana808 3 года назад
Great video ! But you haven’t done a video on Data preparation unfortunately
@SmithaKolan
@SmithaKolan 3 года назад
Coming soon!
@sartajjamalchowdhury5281
@sartajjamalchowdhury5281 3 года назад
Thank you so much! Very insightful!
@denisleonard1565
@denisleonard1565 2 года назад
do you also learn Deep Learning?
@theSbrothers0315
@theSbrothers0315 2 года назад
i'm 44 this year and thinking about switching to AI . Am i crazy?
@akshsinecure
@akshsinecure 10 месяцев назад
Nah, man. Absolutely not... You have time till you're 85-90... If you want it... Do it!
@wolfworks2061
@wolfworks2061 3 года назад
How much of ML does overlap with control theory ? Excluding the low level hardware interfacing.
@ShabbirKutbuddin-s5x
@ShabbirKutbuddin-s5x 3 месяца назад
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?
@tahseenkausar3875
@tahseenkausar3875 Год назад
Can you tell me websites or books name from where i can practice the concepts of machine learning...?
@outofme3874
@outofme3874 4 года назад
Great Tips! trying to look for a good project for school, interested in computer vision
@sm-pz8er
@sm-pz8er 2 года назад
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?
@fuckooo
@fuckooo 3 года назад
Sorry guys but it's not possible to learn ML well in three months.
@intuitivej9327
@intuitivej9327 3 года назад
Yes.. i agree. intuition and being sensible to the world surrounding which is full of data and.. critical thinking and the constant curiosity is the key.
@fuckooo
@fuckooo 3 года назад
@@intuitivej9327 Yes people seem to misunderstand frameworks for a discipline. Anyone with a bit of coding background can pick up Sklearn, PyTorch, MLlib etc in a couple of months but to understand the mathematical detail, be able to understand cutting edge papers in the field, even just implement some of this stuff from scratch really takes several years of learning.
@lokeshpathak780
@lokeshpathak780 3 года назад
@@fuckooo are you from technical or cs background??
@poojabarui0201
@poojabarui0201 9 месяцев назад
Is Master's of Computer Application students eligible for machine learning engineer role?
@gulistanibadat4565
@gulistanibadat4565 5 лет назад
Excellent vedio!
@nothingspecial9370
@nothingspecial9370 2 года назад
Huh. 😏 Nobody can... you guys yourself deny your long hardwork for the shake of just one video.... I can't do that injustice with my own life
@eviltamerx
@eviltamerx 3 года назад
great video, practice is the key. BTW there is hidden semi colon in your name.
@eviltamerx
@eviltamerx 3 года назад
@• 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
@naveenrs7460
@naveenrs7460 3 года назад
I want to create startup related to environment!
@aakashjaiswal2003
@aakashjaiswal2003 2 года назад
I have just started to look into ML and learn more about it and this video is an absolute motivator! Thanks! Subscribed!
@almostdied399
@almostdied399 3 года назад
I started to do a machine learning project for my final year project. And finally i got inspired by you my love 😍
@Lina-77777
@Lina-77777 3 года назад
hi! Did you make a video about Data preparation? I couldn’t find it.
@ganeshgunjal4220
@ganeshgunjal4220 3 года назад
nice video mam... u r from india or from abroad? u should start teaching machine learning coz ur way of teaching is very good.
@AIgovVideos
@AIgovVideos 2 года назад
woww u just solved my all the problems thank you so much for all the steps u have mentioned it truly helped me
@surajshinde6831
@surajshinde6831 2 года назад
nice content . really helpful for freshers like me . and one thing you are so beutiful , i had crush one you at first site
@ahmarhussain8720
@ahmarhussain8720 Год назад
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
@adityakushsolan
@adityakushsolan 3 года назад
all i got out of the video is U R Beautiful. And also keep up the good work
@walelignwondye8917
@walelignwondye8917 3 года назад
Love your vids 💜💜
@sitthway247
@sitthway247 3 года назад
Can I get a job as a machine learning engineer without CS degree?
@kumaraayush7948
@kumaraayush7948 3 года назад
She is Beautiful 😅
@Tej517
@Tej517 3 года назад
Concentrate on studies 😂
@kumaraayush7948
@kumaraayush7948 3 года назад
@@Tej517 🤣🤣🤣 yo
@jofdisonjoson1584
@jofdisonjoson1584 3 года назад
@@Tej517 😂
@prasannakukade300
@prasannakukade300 3 года назад
Very sound explanation...thanks for making video
@xyzaex
@xyzaex 3 года назад
There is no way you can "learn" machine learning in 3 months. But you can learn to "develop" machine learning models in 3 months.
@sharan9993
@sharan9993 3 года назад
She does not know shit about ml she is just telling things that commonly adviced on internet.
@xyzaex
@xyzaex 3 года назад
@@sharan9993 Just the math alone linear algebra, calculus, etc. It's really important to practice humility and not humility's sake but by being aware of how little one truly knows.
@sharan9993
@sharan9993 3 года назад
@@xyzaex how long does it actually take to learn fron scratch?
@sahllsaharn4664
@sahllsaharn4664 Год назад
I know its unusual but i want a wife like you i know i know but
@jofdisonjoson1584
@jofdisonjoson1584 3 года назад
Ur so beautiful 🖤
@dylanroman7738
@dylanroman7738 2 месяца назад
It's 9 July, I'm gonna start.
@hitblank2320
@hitblank2320 3 года назад
Quality content
@hi_lary.atutorials4726
@hi_lary.atutorials4726 3 года назад
Great video... Must you have a CS degree to get a job in ML
@intuitivej9327
@intuitivej9327 3 года назад
After having basic skills, jump to the personal project! It makes you grow so fast. Debugging and debugging!
@monigupta7959
@monigupta7959 2 года назад
Nice video. I just need to follow this path 👍
@krishna_raj9331
@krishna_raj9331 2 года назад
Best kind of knowledge and information in this video. Thanks.
@kqizj0
@kqizj0 Год назад
امثالنا عايزه ال يواسيها مش ال يحب الحب خيبه 🍂
@theeternalgus9119
@theeternalgus9119 3 года назад
What math do I need to learn? All of it?
@kagisomarvinmolekwa3933
@kagisomarvinmolekwa3933 2 года назад
Linear algebra, calculus and statistics
@raidensingh6113
@raidensingh6113 2 года назад
when you mean math. what type of math?
@mfcxris9143
@mfcxris9143 Год назад
I want to learn from you, thnx
@stunchbox7564
@stunchbox7564 3 года назад
Another big u tuber in d making....
@nnaamehn
@nnaamehn 2 года назад
you're so beautiful
@saminamehrin1411
@saminamehrin1411 5 лет назад
Very useful video. Well done 👍
@thetricirck5288
@thetricirck5288 3 года назад
Fake:you do not need have to learn math in machine learning because there is library like tenserflow Truth:you have to learn math for machine learning because to understand library like tenserflow without any logic is much difficult to digest and it's also not provide flexibility.
@lobiliba9088
@lobiliba9088 2 года назад
Wow ur beautiful 😍
@larrydarrell7299
@larrydarrell7299 3 года назад
You are wrong. Most machine learning is supervised. No need to learn math, if you are not in research. Just learn Python and SQL.
@МаирбекЦховребов-и7и
Must say... I love you
@rikishi555
@rikishi555 Год назад
brown beauty! 😍
@chaitanyasaibeesabathuni928
@chaitanyasaibeesabathuni928 2 года назад
I like your videoes because not only based on the concept but also about your motivation to the younger ones to learn ml
@shubhamsinghal4725
@shubhamsinghal4725 4 года назад
In math, where should i start from
@SmithaKolan
@SmithaKolan 4 года назад
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
@shubhamsinghal4725 4 года назад
Thanks
@jeremygilbert3099
@jeremygilbert3099 2 года назад
Does that say learnt
@Viralvlogvideos
@Viralvlogvideos 4 года назад
is there any scope in INDIA?
@RandomPerson494-12c
@RandomPerson494-12c 3 года назад
I don't think so , Indian Education System is trash. Yhaan keval Carryminati jaise logo ke fans milenge , ML me interested km
@lokeshpathak780
@lokeshpathak780 3 года назад
@@RandomPerson494-12c right
@amaymankad121
@amaymankad121 2 года назад
I am confused, you put up a video reasons why you shouldn't learn machine learning and now you put up a video on the 6 steps to learn it.
@bellpepper3235
@bellpepper3235 2 года назад
Just focus on two things in 45 days to get a job.. Python Tensorflow
@MuhammadTahir-ek2gu
@MuhammadTahir-ek2gu 3 года назад
I like your face expressions and your describe method. I'm from Pakistan and impressed from you.
@michaelrobinson8382
@michaelrobinson8382 3 года назад
Currently taking the stanford course. Did you complete the assignments or you just got the intuition behing the algos
@amardeepagrawal6188
@amardeepagrawal6188 3 года назад
I have look the course in coursera. Could you please confirm if that is the one course whose icon have robot holding degree
@Amb3rjack
@Amb3rjack 2 года назад
In three months . . . . . . Wow . . . . . I am so very, very far out of my depth here . . . .
@abdelrhmanshokr7546
@abdelrhmanshokr7546 3 года назад
so after Andrew's course is there an advanced machine learning course or what to do then ?
@abdelrhmanshokr7546
@abdelrhmanshokr7546 3 года назад
So as I understood Andrew's course teaches you the basics of machine learning algorithms so I googled a bit and out of no where freecodecamp uploaded a 10 hour machine learning course with projects within it so I guess that's the next step for me so let's hope that's the right step
@abhivarma1756
@abhivarma1756 Год назад
Bro give me an update ! Did u find that video useful ? Please reply
@itssaj7329
@itssaj7329 3 года назад
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
@avgaming7317 3 года назад
Hey saj, doing same bro🤩
@ibrahemnjr9924
@ibrahemnjr9924 2 года назад
why bro ?
@nishanahmed5318
@nishanahmed5318 2 года назад
Do I need to be a specialist on competitive programming to start with machine learning or can I just land to learn it with basic programming concepts.
@shakthidharga9967
@shakthidharga9967 3 года назад
I am tester in angular , I want to switch to ML can anyone guide me.
@fatimadarbandsari1870
@fatimadarbandsari1870 Год назад
Thank you
@aniakaleta101
@aniakaleta101 2 года назад
hey. why not Java? why Python?
@SmithaKolan
@SmithaKolan 2 года назад
Python had the most support for machine learning simply because there are of the many libraries like PyTorch, tensorflow, pandas, matplotlib etc. You can technically use any language for machine learning. But it’s hard to find such integrative frameworks in Java.
@karpagavalli2629
@karpagavalli2629 2 года назад
I have a doubt. In coursera each course it asks about 1 month, 3 months or 6 months . what is the difference between these?
@moroccanguy1957
@moroccanguy1957 2 года назад
Hy, what's the hardest part in ML for you?
@chandansagar212
@chandansagar212 2 года назад
damn !
@sajithk9650
@sajithk9650 3 года назад
Without mathematical intuition, you are not going to enjoy machine learning.
@knosmichail75
@knosmichail75 3 года назад
She learn ML in 3 months...I highly doubt it ....
@patrickbateman7665
@patrickbateman7665 4 года назад
Welcome back to my channel ?? I visited your channel for First Time 😁😁
@sarosoyuwono7286
@sarosoyuwono7286 3 года назад
that isnt for you
@VinceLeong91
@VinceLeong91 3 года назад
Do you have a computer science background before you learn ML? I just wonder how you manage to learn ML in such a short period of time.
@SmithaKolan
@SmithaKolan 3 года назад
Yes my CSE background is a huge advantage
3 года назад
@@SmithaKolan so It won't be applicable to all who don't belong to CSE background I guess. I am an ME is it applicable to me?
@lokeshpathak780
@lokeshpathak780 3 года назад
@ this is my question also .
@duleepwijetunga5025
@duleepwijetunga5025 3 года назад
3 months are just enough for you to make a list of concepts to learn in ML. The most important set of skills comes from statistics and computational mathematics background.
@Shreeganesha23
@Shreeganesha23 4 года назад
Superb video
@nahian-binrahman
@nahian-binrahman 2 года назад
She missed the deployment part..
@Real_Nature_shorts222
@Real_Nature_shorts222 3 года назад
i am a beginner data scientist help me and tell how i will master in deepening algorithms???
@makedredd299
@makedredd299 2 года назад
Where is the video on data preparation?
@andrewcecce
@andrewcecce Год назад
😍😍
@rudrakpatra6579
@rudrakpatra6579 2 года назад
" I Learnt" => "I Started Learning"
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