How I Learned Data Science | My Data Science Journey
In this video I discuss my journey of learning data science through self study. I will discuss some tips that can be useful if you are pursuing the same journey of building a career in the field of data science and machine learning.
Andrew Eng’s machine learning course: • Playlist
Khan academy: www.khanacademy.org/
Statquest: / joshstarmer
3b1b channel: / @3blue1brown
www.mathsisfun.com/
Twitter handle for machine learning updates: omarsar0?s=21
HBR article: hbr.org/2018/08/what-data-sci...
Death by powerpoint: • How to avoid death By ...
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❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.
Пікірлер: 290
Do you want to learn technology from me? Check codebasics.io/ for my affordable video courses.
I have benefited so so much from your tutorials and just want to appreciate the good work. Thanks for your dedication and commitment.
@codebasics
3 жыл бұрын
Thanks :)
You and your Content have Been a true inspiration in my journey to become a data analyst. Thanks a ton.
@codebasics
3 жыл бұрын
Glad it was helpful!
Excellent videos my friend. Keep up the good work. It’s amazing how technology (like KZread) has enabled our ability to learn more technical skills.
@codebasics
3 жыл бұрын
Glad it was helpful!
Simply awesome ! Keep teaching us new things .
I´m starting my studies on Data Science and I´m using your channel as one of my best refenrece to get useful tips, suggestions and of course learning a lot ! Thank you so much to help me with your videos/explanations, it´s very important for me! A Big Thank you !
@codebasics
3 жыл бұрын
Best of luck! I am happy this was helpful to you.
When my friends ask me where to start Data Science from, I always refer them to your channel because you explain complex topics in the simplest way possible. Thank You for creating these awesome videos.
@codebasics
3 жыл бұрын
I appreciate you leaving a comment of appreciation
Very informative !! Thanks for the valuable insights :)
@codebasics
3 жыл бұрын
Glad it was helpful!
I just started learning the new things in software testing and other business available in . I got motivated by wur words , think u for motivation keep rocking my frd
Thank you a lot :). I got a clear direction to be a Data Scientist, I was struggling to find this path. Thanks again.
@codebasics
3 жыл бұрын
Glad it helped!
Yes, it is damn useful. Thank you so so much. Honestly, i wandered on you tube for the right path suddenly i found you i don't know how, but i just found you and since last 3 months i followed you. Every week i tried to learn new things i move my path from software engineer to Data Analyst then Data Scientist.
@codebasics
3 жыл бұрын
Wish you all the best dharmi
your gem student man hope u keep helping us in data science
@codebasics
3 жыл бұрын
🙂👍
Excellent video and great links which your referred..!!
Very useful informations have been shared by you as usual. Leaning is indeed a never ending process..
@codebasics
3 жыл бұрын
Glad it was helpful!
So full of tips, thanks so much! I also love StatQuest and this channel. I also don't upgrade my gadget unless it dies, ha ha ha. I also don't like Facebook and news that much. So much in common! Still thinking about joining Twitter.
Awesome as usual..Thanks👍
@codebasics
3 жыл бұрын
Thanks
Thankyou so much sir for such a nice content 👌 Keep shining!
@codebasics
3 жыл бұрын
Glad it was helpful!
Inspiring bro and thanks for video
Thank you so much, Sir! For the efforts, I have seen your videos and and following it Helps me a lot :)
@codebasics
3 жыл бұрын
Glad to hear Karan
Very honest explanation...loved it.👏👏👏
@codebasics
3 жыл бұрын
Glad you liked it
Thank you !
This channel proved to be more significant than my university
@codebasics
3 жыл бұрын
I am happy this was helpful to you.
Thanks. Very informative
@codebasics
3 жыл бұрын
Glad it was helpful!
Very useful video. Thanks.
@codebasics
3 жыл бұрын
Glad it was helpful!
It was really Informative. Many Many Thanks for your guidance.
@codebasics
3 жыл бұрын
Glad it was helpful!
you are the motivation for me nice to meet you and i always follow you because before this video i stuck myself towards maths and stat only i think that before programing i need these skills but after 6 months when you are going to deploy it in your skills may be its mix
When you say "presentation and story telling" skills was a very important skills in data science, it's like a mind blowing cause it's been a long time since I focusing on learning about machine learning model and didn't pay too much attention to this kind of thing :(
Thank you sir 😊
Absolutely love this video! Thank you for sharing your experience, now I have more clarity. How about data science ethical hacking?
Great Video sir..learnt so much from your vidoes
@codebasics
3 жыл бұрын
🙂👍
Awesome Bro, thanks
@codebasics
3 жыл бұрын
Glad it was helpful!
@sadiqali3593
3 жыл бұрын
@@codebasics Love and Respect from Bhopal, INDIA. Jai_Hind :)
I am a 17 years old boy and , I have a basic background of programming Python language and I like creating graphs,well I just wants to say that I'm interested in ( data analyst ) so if I took courses about visualizing data and using SQl language etc.. (data analyst tools) will I be able then to work in my current age or should I have an old man experience about business and other things.??
@rishikeshmankar7695
3 жыл бұрын
dude u are still 17 lmao , enjoy ur lfie bro
@codebasics
3 жыл бұрын
Why do you worry about working in this age? You should focus on sports, improving communication skills and have fun. In terms of study make your math and statistics fundamentals strong. that will go the long way.
@307rino1545
3 жыл бұрын
good that at this young age, you are having such thoughts. But worried as well such thoughts should not be there at this age, there is a beautiful WORLD outside please enjoy it.. (edited)* please wait till PANDEMIC to slow down
@reygajilomo6058
3 жыл бұрын
I'm 18 and I am new to programming and data science. I am learning python and stats right now. I want to work part-time at the age of 19 to fund my education. Yeah it's sad that I can't enjoy my teenage life because of financial issues but I am somewhat greatful knowing I don't waste my time in life :>
@swapnil9239
3 жыл бұрын
U r going to rock at very youn age🙏🏽🙏🏽🙏🏽👍🏾
Most useful video 🔥🔥
Indeed helpful Sir.🙏
@codebasics
3 жыл бұрын
thanks
Hi , Thanks a lot for sharing this, amazing to see your videos. Request you if we could have analytics leaders on your show ( Discussing Analytics being applied in their enterprise) , would be great
@codebasics
3 жыл бұрын
Yes I am going to invite few leading voices in th field of AI to the channel
well i found your channel just a month ago.. well the videos you upload keep me motivated , Kudoos to you for uploading a video daily n let us keep a pace
@codebasics
3 жыл бұрын
Happy to hear that! Thanks for your appreciation and feedback.
Even I believe that learning and then putting it into teaching helps ones to learn more. I follow the same concept the only difference is that your teaching platform is your channel members and my teaching platform are my two sons. 😊
@codebasics
3 жыл бұрын
👍🙂
Your videos are amazing , now only I came to know your channel , greatly disappointed why I can't know about channel earlier . I am following your channel day by day . It is very useful for me . Thank you for making awesome videos
@codebasics
2 жыл бұрын
Dakshna I wish you all the best 👍😊
Wow great journey you had which motivates us a lot and I am expecting that you will make a video soon about presentation and story telling too thank you
@codebasics
3 жыл бұрын
I am happy this was helpful to you.
A.o.a Bhai Life transition is most difficult decision before corona pendamic.You did this. I am also trying. Hope so , i will do something in Summer vacation.
Me and My friends also started a small webinar for Improve our presentation skills , communication skills and explanation skills. Really it is helping me a lot and those who are joining. Thankyou a lot for good explanation!
@codebasics
3 жыл бұрын
Glad it was helpful!
Thanks sir...
Love the vid
@codebasics
3 жыл бұрын
Thanks Malik :)
The great Roadmap
Usefull super sir meeru. Love you video. I don't have money please share a video how to become data scientists
There is one quote from RJ Karthik, "Kuch Kar Dikhao Aisa Ki Duniya Karna Chahe Aapke Jaisa" translate into English "Work in such a way that world would want to work like you". Dhaval you are a living example of that quote. You inspire many people like me who want to follow your process.
Hey man just came to know about your Channel and I'm stuck here daily after office you have a complete channel for all sort of things which pop in my mind .🌻 I'm new to data science and financial services please make a video specifically for finance .🙏
my interesting story had started when I had started to refer ur channel
Can you make video on evolution of machine learning algorithms like from simple least squre approximation to Generative pre-trained transformers?
can't wait to see 1m subscribers to this channel and uploading videos(in future).
@codebasics
3 жыл бұрын
Thanks for your kind wishes Punna
@poornamln1688
2 жыл бұрын
Really correct
Inspiration Journey Dhaval Sir ,Thank You For Sharing Video on Your Channel ,i Daily Learn More From Watching Your Channel Sir ,i m Data analyst And Want to Switch My Carrier Profile To Be a Data Scientist ,Thank u Sir
@codebasics
3 жыл бұрын
wish you all the best Ankit
@ankitpandya2476
3 жыл бұрын
@@codebasics Thank you so much sir, have a nice time sir
Too energetic 😀
It was great.
@codebasics
3 жыл бұрын
thanks
Hello sir, thanks for the informative video. Can you please suggest some good channel for tableau.
Hlo sir, Sir can you pls make video on how to import excel file into MySQL using python I cannot find any video related to it on KZread, if it is unclear.
Sir i want to learn data science, pls provide videos regarding that, and also provide information data science fresher future...
Can you please start tutorial on mlops so that your channel will be a care of address to machine learning?
@codebasics
3 жыл бұрын
yes that is in my todo list. It is only a matter of time before best quality tutorials on mlops arrive!
@punnarahul4068
3 жыл бұрын
@@codebasics Thank you
Sir i have a que....i am a 2 year student of computer science. I want to became data scientist and currently following your 6 months data science roadmap and enrolled in google analytical course but in our college data scientist company not come for placement. So how i will get my offcompus placement?.
I think that Panda is a key point here.
@fuelyourself
3 жыл бұрын
haha true
This is very good information. Really liked it. You mentioned you started almost 7 years ago. So, how long did it take for you to fetch a data science job offer? Also, could you please give some details on how to join conferences. It will be of great help.
@codebasics
3 жыл бұрын
just google it for conferences. eventbrite is another website to keep track of them. Websites for individual conferences such as pydata have a mailing list if you register on that you will get notification on upcoming competition. I started 7 years ago and I was working at bloomberg already as a software engineer and I am still with the same company so I dont have to find a job actually.
Kindly suggest a approach to build a customized CONVERSATION CHATBOT. I have tried it with RASA but there is a lots of manual efforts in preparing data for training. I have knowledge about LSTM, Seq models etc.
@codebasics
3 жыл бұрын
Using one of the ready made platforms like RASA or google dialogflow is still a popular way of building chatbot. For data preparation crowdsourcing can be utilized however I understand it comes at some cost. You can use pretrained language models such as BERT for language understanding and create your chatbot that way. Here is an article that has a section on building chatbot. I will try to create video tutorials on this topic: topflightapps.com/ideas/how-to-build-a-chatbot/
I can also suggest do all coursera IBM Applied courses
Sir right now for statistics I am reading book named naked statistics by Charles Wheelan so should I continue with that book or I should switch to the book that you suggested by O' Reilly what should I do???
Hello sir. I am a computer science graduate (fresher). I love to do summarization of data and analysis of data. I know excel, tableau and r programming. Should I go for data analyst? Please suggest me some advice?
Sir I am started studying for data analytics and data science last 2 months,I know python,pandas,bumpy and studying SQL,know tableau, started trying kaggle projects parallel trying for internship so that I can study by practically applying...,....my campus placement is coming in 5 months can you provide me guidance to do placements better
@kshitijverma9864
3 жыл бұрын
+1
Sir, I want to improve my conversation skills as well as Power Point presentation so could you please suggest some good resources to learn it ? Also advise whether power BI and power point presentation would be same ? or different? I would like to hear more about it from you. Thank you Sir
@codebasics
3 жыл бұрын
power bi and power point presentations are different things manish. To improve presentation skills watch this video "death by powerpoint" search for this in youtube and you will find a video with few millions views. just follow tips in that video when you do a presentation
Hello Sir, how to choose relevant projects to build a good portifolio? I've been studying DP, ML, etc for months and now i'm really struggling to get projects ideas to work on.
@codebasics
3 жыл бұрын
If you google 'data science project ideas' you will find many suggestions. My channel has two projects one for banglore property price prediction, may be you can tweak that to predict property prices for a different city, or take sports celebrity classification project and tweak it for movie heros image classification etc.
Sir, I'm currently pursuing B.E CSE 1st year.. Can you guide me on what skills should I learn to become a data scientist..???
What's the difference between data scientist and technical engineer?
sir could you post link for khan academy for statistics learning
Plz reply Sir if you can ! i m watching your deep learning YOLO V4 tuturials . to install YOLO v4 do we need GPU or we can install it on CPU too.
@codebasics
3 жыл бұрын
GPU not needed
I learned powe bi and SQL from your video. But I want to know about job. No one hire without industry experience. So could u please give any idea. How can I get into the data analyst or data science job
i am also making clean notes just for pandas before this i never do any work so clean
What are your thoughts on fastai course?
Please bring live projects sir
@codebasics
3 жыл бұрын
Yes I am working on a project for resume parser using NLP. IT will come up in few weeks
U said mechanical engineer data science pls explain more about @14:10
Is it a good idea to take data science with 5 yes experience in mechanical engineering.
Sir, can you teach Auc Roc please and thank you for other tutorial
@codebasics
3 жыл бұрын
yes that will come up in my math/stats video playlist
@bhavnahar7309
3 жыл бұрын
@@codebasics much appreciated sir!!
I am litteraly doing my last coursera deep learning specalization assignment while watching this and stuck
@codebasics
3 жыл бұрын
I like that deep learning specialization course.
@sayantanmazumdar9371
3 жыл бұрын
@@codebasics me too however finished it and got my specalization certificate
@sharmakartikeya
3 жыл бұрын
Can I take up that course if I am familiar with the basics of ML like Linear Regression, Logistic Regression, KNN, somewhat SVM, and somewhat Neural Nets from the Andrew Ng's course?
@sayantanmazumdar9371
3 жыл бұрын
@@sharmakartikeya yeah it will be fine make sure you know keras,tensorflow and numpy
@sharmakartikeya
3 жыл бұрын
@@sayantanmazumdar9371 Ohk thank you buddy 😁
Hi sir! I'm a Biotechnology undergrad in India. Last year, I got my interest into data science, i have learnt python by that time. I'm still learning it. I wanted to ask how tough will be for me to get a job here having Biotechnology background? Do you have any colleagues there who are from bio background? Thanks! 😅😅 Besides that I do front-end development also :)
@kunalsingh4584
Жыл бұрын
Try merging bio with data science there is huge demand for that
Where do we find data science projects not the routine ones but those problems involved where companies are dealing with which could later help in getting placed
@codebasics
3 жыл бұрын
couple of ideas here (1) opensource contribution. when you contribute to opensource projects for free it will give you exposure of working on a codebase that is used by many people in the world (2) Study how big companies use AI for example product recommendation by Amazon. Now read some tech blogs on how amazon is doing it and try to replicate that in your project, to give it a unique flavor you can target specific product segment such as just cloths.. or may be grocery recommendations. I did this image classification project for sports personality and I always say you can customize it by making it movie heros classification or may be classification of photos of your family members.
@kishoredubbasi9780
3 жыл бұрын
@@codebasics how and whom to appreciate for open source contributing i like to contribute my knowledge
we have issues to get datasets. How can we solve this.
Hey, can a diploma engineer get a job in Data Science after completing the course? Please help, after lots of research i could not find the answer.
@codebasics
3 жыл бұрын
yes you can
Sir, in terms of learning python/pandas, is there any good way to practice what I learned? The reasons I ask this are that these key points in python is just too much.... I tried to use online practicing sites, but I found that though these questions are labeled by different topics, most of them are actually involved in multiple topics, and the difficulty level are not categorized, this made it so hard to conquer the problems one by one
@codebasics
3 жыл бұрын
You can go to kaggle.com and look at exploratory data analysis notebooks and challenges. Then you can practice those problems on your own
@fy8331
3 жыл бұрын
@@codebasics 😲, thank u for your reply!
I got two masters one in maths and one in applied statistics...seriously i didnt much from the degress as compared what i learnt online and going through you tube videos.
@codebasics
3 жыл бұрын
Thanks. This comment means a lot to me.
i want to learn bioinformatics . i am a biology student. can you suggest me where shall i start?
@parthachakraborty48
3 жыл бұрын
Hi Kshitiz, There are lots of opportunities in bio informatics and it's one of the core field in healthcare and medical research. You can go for SAS .. Apart from that you can learn modelling , genetic modelling , sequencing .. There are doff softwares.
I am very interested Sir
@codebasics
3 жыл бұрын
Glad to know. Please post if you have any questions for me
@mdmehedihasansiam5210
3 жыл бұрын
@@codebasics where I have to post sir. I have followed your both channel and those channels also whom you suggest. I have joined Discord also. You are great sir. Take respect from Bangladesh sir.
Hi sir am currently working as an intern ,how can i my transform my career into a data scientist while in my free time.
Please could we invite you to present presentation on importance of programming in particular statistics and data science to IT Students through Zoom, Abrar University, Mogadishu, Somalia?
@codebasics
3 жыл бұрын
Yes send me an email at learnpythonlanguage@gmail.com
Sir how much knowledge of django or flask is needed , Some say it very much needed(to implement your projects) and some say it's not needed , should I learn it , then how much should I learn to be a DS
@codebasics
3 жыл бұрын
It is not needed
Sir I know how to implement regression and classification models, But it is necessary to learn statistics behind them
@codebasics
3 жыл бұрын
Having some basic knowledge is good. its ok if you dont know those things in depth.
@harishgehlot__
3 жыл бұрын
@@codebasics I am just confused about p value,chi test ,and hypothesis testing
Sir should I learn DSA before diving into ML,DL? I am literally confused. I made a roadmap which involves DSA ->DBMS->DS. I am feeling low int the early phase i.e studying DSA. What should be the ultimate roadmap for becoming a efficient DATA Scientist?
@codebasics
3 жыл бұрын
Nope. DSA is not that much needed for a data scientist
I follow khan academy for mathematics of AI
Sir when you will be continuing the math for ML classes
@codebasics
3 жыл бұрын
I will... again I have so many things in my plate and less time so please give me some time.
@suryaphani6385
3 жыл бұрын
@@codebasics ok sir
Do we need to have Master's Degree in Data Science or Business Analytics to excel in the field?
@codebasics
3 жыл бұрын
nope.
Mota bhai Big fan 😄
@codebasics
3 жыл бұрын
thank you chhote bhaiya :)
Hi I am Dnyan I am interested to learn DATA SCINCE but I am not program background so will I learn DS? plzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzz answer me sir...
Hi I am a housewife with 2 kids.and also Mtech in EEE.so many years I sit ideal.now I start with learning data science with zero knowledge.do u know I start with 3 rd standard cbse computer text book.
How to attend conferences? How to know about them?
@codebasics
3 жыл бұрын
Just google it. eventbrite is a good website. you can register for mailing list in individual conference list for example go to pydata website and subscribe to their newsletter.
How can I attend a conference ?