How I Would Learn Data Science (If I Had to Start Over)
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- Опубликовано: 16 июн 2024
- In this video, I talk about how I would learn data science if I had to start again from scratch. Learning data science and machine learning is a little bit different for everyone, but hopefully this video will help you to build the necessary foundation to tackle these fields.
1) Learn programming in python or R
- Advice for college students: • Data Science Advice fo...
2) Learn basic statistics for data science
- Free courses: • The Best Free Data Sci...
3) Start projects as soon as you can
- Use www.kaggle.com/ to review code and work on basic projects
- Beginner projects video: • 3 Proven Data Science ...
4) Take notes on what algorithms and packages others use
5) Learn the source code for the algorithms and try to implement them from scratch
6) Work on more advanced projects where you collect your own data or use advanced concepts like deep learning, nlp, or computer vision.
- Data science project playlist: • Data Science Project F...
Additional tips:
1) Make studying data science a habit
- Ultralearning video: • How to ULTRALEARN Data...
2) Hold yourself accountable
#DataScience #KenJee
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Check These Videos Out Next!
My Leaderboard Project: • I Built the FIRST EVER...
66 Days of Data: • What is the #66DaysOfD...
How I Would Learn Data Science in 2021: • How I Would Learn Data...
My Playlists
Data Science Beginners: • Data Science Beginners
Project From Scratch: • Data Science Project f...
Kaggle Projects: • Kaggle Projects
Thanks for watching everyone! Please leave some of your data science goals below so you can be held accountable by the community on this channel. Also, feel free to like and subscribe to help this channel grow! Watch this video on why I am starting data science over again next: ruclips.net/video/uXLnbdHMf8w/видео.html&ab_channel=KenJee ! Video on my #66DaysOfData Challenge: ruclips.net/video/qV_AlRwhI3I/видео.html&ab_channel=KenJee. Written version of this article: towardsdatascience.com/how-i-would-learn-data-science-if-i-had-to-start-over-f3bf0d27ca87
A few more links:
My Favorite Free Data Science Courses: ruclips.net/video/Ip50cXvpWY4/видео.html&ab_channel=KenJee
365 Data Science - Courses ( 57% Annual Discount): 365datascience.pxf.io/P0jbBY (Affiliate Link)
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Hi Ken! Thanks for this. I wonder what you think about the 365 data science program. Do they consider real life data and projects?
01:20 - 1) Learn programming in python or R
01:40 - 2) Learn basic statistics for data science
01:58 - 3) Start projects as soon as you can (Kaggle)
03:28 - 4) Take notes on what algorithms and packages others use
03:46 - 5) Learn the source code for the algorithms and try to implement them from scratch
04:48 - 6) Work on more advanced projects where you collect your own data or use advanced concepts like deep learning, nlp, or computer vision.
Thanks for summarizing. I took this note and pasted on my wall 😃
Thank you
darling !!!
Thanks for the summary!
I don't know how to start a project. I've been reading, looking at others projects, but I'm still in the same place... I hate this feeling
Best advice from a data scientist: 1) nothing is what it seems. If you have yet to enter the data science and analyst field (still in school or studying), what you think a data scientist is day to day is wrong. So keep an open mind. We’re not writing algorithms on the windows of dorm rooms. Hint: 90% of our work is research and data preparation/cleaning. If you want to be a kick ass data scientist, learn how to interview data users. Coding is the easy part.
2) did I say be open minded? Good. Now tell yourself over and over and over, “almost no companies know what data science is”. And neither do you. So let me tell you what data science is: it’s the ability to understand and manipulate data and/or information. That’s it. Data science is not Python. If I give you an excel sheet of data and ask you to create a pivot that shows me counts and sums of those counts and you do that; you are being a data scientist. Your ability to code in a certain language does not = data science. I’m telling you this, cause being and looking this internet conceived data scientist part/person is a misconception and can kill your dream of ever growing into a great data scientist. Give yourself credit for what you know. And be confident that because you can analyze data in excel, you can also learn object oriented programming.
3) nothing is what it seems. Just cause a job title doesn’t say data scientist doesn’t mean your not going to do data science work. I’m a business intelligence developer. I manage data from Oracle, SQL Server and Cloud data lakes. When I sit down at my desk, I open Dbeaver, SQL Server, Visual Studio and Jupyter Notebook. All these IDE’s get used daily. That means I coding in 3 languages at a minimum daily. ONLY ONE of those languages is Python.
My job title is NOT data scientist.
My point in all my rubbish talk is that data science is a lot like the cloud. Over 10 years ago, the cloud concept became the rage. And yet most companies are still struggling to implement or even leverage the cloud. Data science is sadly going down that path too. Most companies and their managers are posting jobs to hire data scientists and as long as the job posting has a requirement of “must know Python”, it’s a data scientist job posting. However, 99% of the managers hiring data scientist don’t know what a data scientist is themselves. And those managers couldn’t tell you what a Jupyter notebook is. Or how to write/print “hello world” in Python. Yet they’re interviewing candidates for Python development. 😁
If and when you enter the so called data scientist career path, be open minded. This is a journey not a goal. Enjoy the trip. Be flexible. Knowledge trumps job titles. If you want to get paid the big bucks, be the most valuable player. That means work on everything sent your way. And show off your skills.
Good luck!
Great points! Being open minded and flexible are integral for success in this field!
Thank you so much, it's really helpful
Great comment. Very insightful.
this is a bit weird comment... you say your job is "90% of our work is research and data preparation/cleaning [...] That means I coding in 3 languages at a minimum daily. ONLY ONE of those languages is Python", and then "I’m a business intelligence developer [...] My job title is NOT data scientist".
I think you are indeed not a data scientist, and your job is not a data scientist job. This sounds a lot more like a data engineering job, or as you said, business intelligence developer. I'm sure it is related to data science, but I feel it's not quite the same.
@@dhidhi1000 I’m actually a Lead Data Scientist now. This is a bit of an old post. I think where we get lost in translation, is that I don’t work for one of the FANG companies. My company doesn’t blow money on a team of 5, all developing in one language out of VS Code. I have a team of 3. We support one department effort. And that means we not only own the data, we build the data, we run all analytics on the data. If the department we support needs to know the impact of a business decision, we perform the data science analyses, produce findings and reports, and build out the automation/bots. And not bragging, just being truthful; pure data scientist and certificate data scientist don’t last on our team. They usually tap out, because they are looking for a assembly line like work environment. They want to do one thing. For instance, they want me to “data engineer” and then hand them perfect data they can apply analytics to. We don’t do that. We are ninjas on my team. So 3 languages at minimum. SQL, Python, Java. And you also need to have a robust understanding of business operations. Spending time with the VP is not unusual. We make data scientist Managers and Director’s in short order. Because we bring our data scientists into all aspects of the business. I love our setting. Never a dull moment.
This is the first video I've been able to sit through engaged in a genuinely interested and joyful way on the topic of data science. You're not gimmicky or salesy. Thank you so much!
Thanks for the kind words! Glad you found it helpful!
Thanks Ken for a great video on the roadmap of learning data science! The intro animation graphics looks awesome!
Well said, accountability indeed helps to keep us motivated and pushing it to meet the goals we set. Being accountable for one another in this comment community is surely a great way to move forward in learning data science together. 😀
Thank you for the kind words! I am definitely loving the videos on your channel as well!
This guy replyin to each comment no cap. What a real G.
Doing my best! I get so many good questions, how could I not 😃
@@KenJee_ds sir I m MATH HONOURS GRADUATE should I do MSC IN DATASCIENCE.. I love coding but is it good for me
Love the new intro Ken !!
Definitely agree with staring projects as soon as you can. I spent too much time learning about functions and things I could do but constantly forgot them because I was never doing projects and applying them. Alot of my time was spent learning things but I never knew when or how to apply them because I never did projects at first!
Thanks for watching! Very true about the projects!
Just beginning to explore a career change into data science. Thanks for the great video. I'll be sure to watch some more!
Thanks for watching! I hope it was helpful!!
Awesome advice. I have just begun my DS journey and this gave a roadmap. Thank you Ken
Glad to hear this gave a solid roadmap!
I didn’t know about Kaggle micro courses. That will come in handy :) I have found that many people on Kaggle could have tough me a lot if they had documented their notebooks better. I learn a great amount by doing as much as possible from scratch at least once. Thanks for another good video :)
Thanks for watching! Yep, sometimes docs on kaggle can be rough. What I do is find people who document their code well and look at most of their workbooks. This saves me time on browsing!
That new intro of yours does look really cool, I have to say! :D
I agree to the statement that DS has really changed over the past few years.
Because it is such a young field I think that the landscape will change dramatically even for the next 5-10 years.
My personal goal as a (now) first year university student is to stand out amongst my peers,
more than 50% of every CS student seems to be interested in ML, but only a very small percentage of those really
commit to the entire journey, which I really want to do.
Have a nice weekend :)
Thanks for watching and great goal! I would definitely focus on some concrete steps to do that. For example: having a portfolio with 5 projects in it, or competing in 3 kaggle competitions, etc.
Thanks for the advice, I definitely agree with that! Currently I have about 3 ML-related projects in my portfolio and a few awards on my back which I mentioned on my personal website, so the next step for me at the moment is to expand my network and to get to know the people in this field a bit better!
Kaggle is really great as well, I'll see if I can integrate that into my portfolio in the near future.
Great! How are you doing now?
Liking your new intro and B-roll!! Thank you so much for the advice.
Thanks! I think it was definitely worth it to up the production value!
Thank you for providing your insights its always good to have some guidance from the people already in the domain.
Thank you for watching!
The thing I really like about your video is the stress on getting stuck into projects. I am a few months into learning about Machine Learning, but it is only since I started focusing on actually doing projects that I actually feel like I am beginning to understand what is going on. Before, I was focusing on programming, algebra, statistics, and I felt like I was just going through the motions, but now that I started trying to do the projects its like I am waking up and finally learning. Wish I had gotten stuck into projects much sooner.
Glad to hear that this method worked for you! I think it is definitely a paradigm shift, but after you do it you really reap the benefits!
I was very interested in Machine learning and data Science.
I would like to see all your videos. They may help me to achieve my goal. Please do many videos that encourage and guide the beginners.
Thanks 😊
I will! Thank you for watching!
Thank you so much for coming up with this video! This is definitely impactful! My first video of this channel and hi from your subscriber!
Thanks for watching and for the sub! Hopefully I will have more impactful ones coming soon!
So glad I came across your channel, this was a super helpful video !
Thanks for watching!
I'm very young and I've been learning a lot of programming for many months. I had already started when I was 13, but nowadays I feel more enthusiastic than before. This kind of videos are really helpful and motivating. Thanks!
Glad to hear you are finding the videos motivating! It is awesome that you started so young!
This is an amazing channel. Glad I found it !!. I’m planning on majoring in data science this fall, thank you for all the videos .
I'm glad you found it too! Thank you for watching!
Oh my god my school (a pretty renowned one) doesnt offer that!
Thanks, you really did cover all the topics that I've been looking for. Great work :)
Thanks for watching Nimish! Glad the video was useful!
Thank you for sharing your wisdom Ken!
Keep sharing.
Thank you for watching!
Congrats for 1M views! Many more to come, discovering your channel has been a blessing for me:)
Thanks Anubhav!
@@KenJee_ds 🍻
Heyy brother it was such a relief to have found the deep wisdom you poured in through this video. I'm extremely grateful to you.
Thanks for the kind words about the video!
Great advice, and I think this video is great because it talks about the many different paths you could end up taking on a road into DS. The tip to do some real-world projects is key for understanding.
Thanks for watching Sean!
Thanks for all the tips!
Thanks for watching Jenny!
Finally RUclips algorithm got me to the right channel. I found the videos to be informative and thanks for sharing all these valuable links man! Kuddos!
Glad the algorithm is working! Thank you for watching and for the kind words!
I literally was searching for this kinda advice a few days back and so happy I found this video! Thanks for the advice and insights :)
Glad you found it! Thank you for watching!
Thanks and please don't stop posting such nice video. Helping me a lot.
Glad to hear! I will definitely keep making them!
Thank you, Ken, this is very helpful!
You seem very driven to self-improvement as well, so will check out those vids as well!
Thanks for watching! Yep, one of the things that I am most fascinated with is personal growth. I have been thinking about starting another channel regarding that, but I don't think I really have any authority to give people advice there haha
@@KenJee_ds If you do decide to share some insights - whether personal or something you've read, I'd love to know them.
Currently in a phase of my life where I'm figuring a lot of things out, so would be very appreciated.
No pressure though, haha
It’s great to be able to watch and listen to someone who’s gone through what you’re currently trying to get through! I’m also going to do a 2nd masters (in Business Analytics) starting in the Fall and I’ve been trying to get a lot of practical experience via personal projects and some really good online resources from Coursera and Dataquest. It’s pretty cool to get reminded of the big picture like this and I look forward to watching the rest of your videos and new releases! Thanks for the awesome content and for providing clarity to those in pursuit of their dreams!
Thanks for watching and for the kind words! I am glad that others are able to learn from my experience. Good luck on the rest of your degree!
Can I ask why you’re getting a master in business analysis? Are a business analyst now?
If not, what is your job and how long have you been in the analytics career path?
Love this! As a pragmatist I find it appalling how intimidating this field appears before you start diving in and getting your hands dirty. Hopefully people can start to understand that DS is human intuition applying math and computing as a tool but not a concept separate from real word problem solving.
Definitely agree that it is just one advanced way of solving problems! Thanks for watching Matthew!
Hi Ken, great video sharing your advice!
I've started learning Python for some time now, but there is still so much more to learn.
Thanks for watching! The learning never ends haha. You just have to get to the point where it is useful and keep going!
Thank you so much for your videos. I am about to start my journey :) This is such a great channel. I love your mindset and the way you explain things.
Thank you for watching! I recommend checking out my data science beginners playlist. I think that is a really solid springboard! ruclips.net/p/PL2zq7klxX5ATMsmyRazei7ZXkP1GHt-vs
Love the way he describes getting into this field!
I appreciate it!
Ken Jee I just started my masters in data science and I noticed that a lot of folks in this industry struggle to articulate the details. It’s not a mystical art, it’s science! Haha. Anyway, thanks again!
am soo glad i found this when i was beginning my data science journey.. i am a physics major trying to venture into data science.. Thanks @Ken Jee
Glad you found it helpful! Thank you for watching!
Great video Bud. I really appreciate it !!!
Thanks for watching Shakti!
I liked how you outlined your goals! You crushed your subscriber goal for 2020! congrats!
I'm very grateful for all the support this year! Just shows what consistency on the platform can do!
A lot of content over the internet about DS was uploaded more than 2 years ago. So sometimes I think that I lost my opportunity to begin DS career.
So the thing that you upload your videos right now is the new light to me.
Thank you
Glad to hear! Thank you for watching!!
Thanks for making this video Ken! It was really informative especially for a non STEM background student like me.
Thank you for watching Shagorika!
Ken, I really liked this video. This is my first visit to the channel. I've been setting data science learning goals and I've been doing it at an intense pace for about 6 months now. This video was very important to me as I was able to review my goals and check if I'm going the right way. It seems that I need to get my hands on real projects and show what I can and can't do. Always learning. Thanks.
Thanks for watching! It sounds like you are well on your way! Good luck with your journey, and feel free to ask any questions as you go along.
Very good summary of what should assist those on this path. Well done Ken.
Thanks for watching!
I am currently on the verge of graduating with my bachelor's degree in computer engineering, and starting my masters degree in data science in the near future, this video really helped me out!!! Accept my endless gratitude ☺️
Thanks for the tips Ken, especially on studying 30 min to 3 hours blocks. I started using Data Camp to learn about data science and have no idea what to do for beginner projects. Then I saw you had a video on this for kaggle. Definitely am going to check it out.
Excellent! I also have a video on how to choose projects that may help! ruclips.net/video/yUrrf3Pm33s/видео.html&ab_channel=KenJee
Is datacamp a good platform?
This is very inspirational man. And I like the background elevator music too!
Thanks for watching!!
Thank you for sharing your experiences, and recommendations if you did it all over. I just started my journey to Data Science, and have been studying from the ground up to prepare me for a pricey Data Science bootcamp this summer. I'll definitely be all over Kaggle, and try my own projects!
I think it will really help you to get ahead and learn some python like you had mentioned in your other comment. Most bootcamps are very intensive, and you want to do your best to prepare
@@KenJee_ds Yeah, that’s the plan. Thank you!
You man give some hope, because learning is really never ending and unless you hear it from an expert, it can be really discouraging. Thanks man.
Thanks for watching Tariq! It truly is a never ending process, but if you take it a day at a time I think things will work out!
Here's a course
Face Mask Detection Using Deep Learning . It's paid but it's worth it.
khadymschool.thinkific.com/courses/data-science-hands-on-covid-19-face-mask-detection-cnn-open-cv
My goal this week is to finish a project on EDA for a FIFA dataset and learn about Ensemble Technique.
Great goal!
Hey great goal George, could you please share your study plan ?
i am learning Ensembling !!
@@anushrikadam5694 get in touch with me to know how
Thanks for this video Ken. I almost gave up on data science but that's because I understood how bad my approach was after watching this video. Will try it your way and I'm sure I'll make progress. Thanks!
Really glad to hear you're improving on your approach! Excited to hear about your progress!
Thank you for the informative content!!! Helped a lot
Thanks for watching!
This is such a cool guide. I'm studying data science and psychology at a university and this video is a great overview of what I can do over the summer or during down time in order to increase my knowledge and skill set. Looking forward to future videos!
Glad the video was useful to you! Thank you for watching it!
Thanks for the advice man, I'm leaving a like
I appreciate it! Thanks for watching!
Subscribed! I really like how informative your channel is without being preachy. A lot of tech youtubers big themselves up to a point where you feel you're too late or too shit. Your channel provides useful resources and info. Thanks
Thanks for watching! Honestly, I was late to the game and still made it into the field. I don't see why other people can't do it too!
Love this! Thank you for sharing.
Thanks for watching James!
Hi, I'm about to start a masters in data science in September, this has been really useful!
Glad this has been useful to you! Thank you for watching!
What's your bachelor in
@@bodybuilding_updates i want to master in data science next year and im currently doing a BS in economics
Doing a complete career change from social services to data analyst with no experience or degree. This video has been very helpful. Thanks!
Awesome! Thank you for watching!
This was ver useful for someone new to the field! Thanks man!
Glad you found it useful. Thank you for watching!
Great video as usual , Thanks Ken
Thanks for watching!
Hello Ken, I am a doctor involved in clinical research and i stumbled upon your channel while trying to understand how to handle large clinical datasets. You are doing a great job of guiding us through data science
Thank you!
Hi everyone. I am graduating from college this year with an economics degree. I have about a year of experience working as a data analyst (MySQL, Stata, R, Python proficient). Since startup recruiting has been a bit tricky because of the virus, I want to use the next few months while I am unemployed and living at home to become more proficient in higher ML techniques.
Thanks for watching and good luck!
Thank you for the quality content! Recommended your channel to my friends as well :)
I'm glad you enjoyed it! Thank you for sharing!
I apply the concept of exciting accountability in my life, it involves making yourself accountable by telling people/the internet that youre embarking in a project, hopefully with a timeline, this pushes me to keep through. I did this by telling my friends and family I was learning how to code and that I was starting a YT channel and it has worked so far. I love learning skills so I will definitely check your Ultralearning video!
Great stuff! I'll check it out!
Thank you so much for recommending Kaggle. I had never heard of that site before. You may have just saved me a lot of money. lol
Glad it was helpful!!!
Great video Ken!
My goal: I want to pivot out of career in finance/advertising and into a career where I can answer questions in business or society via using numbers. My intellectual curiosity is not being scratched anymore in my current career. I want to dive headfirst into a field where not only is that intellectual curiosity being scratched but where I am also encouraged to explore, learn, and take risks.
Great goal!!
Would be interested to hear if you achieved this goal, and if so, how you are finding it?
I paused the video and read your wall posts and it was amazing. Your channel looks pretty amazing too. I was wondering what capstone projects to work on and I think I'll find an answer within your material. Great job!
Thanks for watching! Good luck on your capstone!
Great. Liked the clean chart about 'Plan of Action'. Good.
Thanks for watching Venkat!
Very well laid down.
Thank you Ken ☺️🙏🏽
Thank you for watching!
You're literally describing what exactly I am doing to be a data scientist. Many thanks for confirming it.
This is what I love to hear! Thank you for watching Zahraa!
Nice. Thanks for the information brother.
Thanks for watching Carlos!
Man this is just a fantastic video. Thank you so much. Take care :)
Glad to hear you enjoyed it! Thank you for watching!
I've learning data science for about 3 months now. My biggest problem was one those you mentioned in the beginner mistakes video : studying too much theory, trying out too many different courses . Your videos are great , man. Really helpful. Thanks. It made me more confident about making mistakes and trying out new projects . Not just kaggle , other more difficult platforms too.
This comment really made me happy. Thank you and I'm glad the videos have been helpful!
Bro plese reply me i am also think to start data science Mr farhan give me your ig so conect you and you help me
Hey Ken, just wanted to show some support to you. All your videos are super helpful and fun to watch. Keep up the good work! :)
Thank you for the support! I am glad they have been helpful and fun. This kind of feedback always gets me excited to produce more stuff!
Excellent video, I hope could followe your advice and the track you propose. BTW, great desk...
Thanks for watching! Haha my desk definitely needs an upgrade. I am living in a kinda temporary situation now, so I am planning to get a new one once I move again
I 120% agree with the part "you go practice first and see if theory fits it". This is exactly how I would advise to other jr. data scientists that I train.
Glad you agree! I learned this later in my journey and definitely wish I had heard it from some where in the beginning.
The problem here would just be if you don't go back to the theory. I mean this applies to multiple fields, but especially in data science it's important to understand why a Model behaves in a certain way. So try out everything, but make that by the end of it all you also understand what you are doing
@@frederikwitte9406 Completely agree here as well. That is why I recommend coding the algorithms from scratch. If you do this it is my belief that you have to understand the theory behind them.
@@KenJee_ds exactly :-)
120%
That sounds like
Over fitting 🤨
So cool to see someone with the same background as me (eerily so). Although you’re a few years ahead
Thanks for watching! Feel free to reach out if you have any questions. It seems like I can speak from experience haha
@Ken Jee how to reach out ?
What background is that?
Will software replace data scientists? Being able to do things with 3 clicks?
That's good information. Thank you so much!
Thanks for watching!
@@KenJee_ds Wow!! Thank you for replying!!!!! Made my day.
Truly helpful mate, thanks 👍🏽
Thanks for watching!
My Goal for the weekend : Understand existing 3 Power BI Reports.
Learn 10 Excel functions and try it.
Complete one micro course of Python on Kaggle over the weekend.
Thank you it was a great piece of guidance.
Nice!
I'm transitioning from a med student to data scientist. Currently applying to masters programs. Your videos have been really informative! Thanks!
Glad to hear they have been helpful! Thank you for watching them!
How is it going so far? I am a Mechanical Engineering student transitioning and I am looking to apply for a Masters programme.
Thanks for your video, I've learned a lot
Thanks for watching!
thank you for the video and all of the information! i’m completely new to this field and done with my second year doing a different degree and hope to specialise in data science so this was a great starting point to get a grasp on the seemingly vast information out there! can’t wait to check out more videos and gain more knowledge! as for my goal this summer: relearn python coding from my high school years!
Thanks for watching! I hope you enjoy the other videos I've made!
My goal for this week: finish the SQL datacamp course, do one Cornell course of ML each day. Hope I can make it!
Great stuff! I believe in you!
Subscribed 7 minutes into. Really insightful. :D
Thank you for watching and for the sub! I am glad you found it insightful!
Thank you so much bro, it’s very informative especially for someone who doesn’t any background on Data Analyst/ Science. Most likely I m receiving a lot of negative feedback that it’s too late for me to learn programming since I m too old. Gosh I’m turning 30 in few more months, time it’s ticking need to start soon. Wish me luck, hopefully I could start my journey and will work out finely then soon become successful in entirety.
I honestly don't think it is ever too late to start. There are plenty of people that learn how to code even into their 40's. I would focus more on the process of learning something new than worrying about the time it takes. I hope this helps!
Thank you for sharing your advice!!
Thanks for watching!
Your channel is like gold needle inside of haystack
Thank you for the kind words!
I completely agree
Good Job, Harold!
Thanks for the video! You speak clearly!
I worked in the Financial world for 10 years. Last year, I signed up for a course of Data Analyst and I loved it so much i decided to change my career and starting from zero. In my own experience, this thing of stablishing goals helped me a lot! I started with an online course of statistics, now i'm learning Python and starting a business project with a friend. Videos like this reenforces the steps we are taking and the path i choosed. Its great help! I will continue watching your videos!
Thanks!
Thanks or the kind words and for watching the video!
Thanks for the initiative.
Thanks for watching Purvi!
Data science is a very vast field. Everyday I feel I know nothing and have a lots to learn. Thanks for the video. It is really helpful.
I couldn't agree more. Constant learning is the key. Thanks for watching!
@@KenJee_ds :) yes data science is definately a good way to curb an over active ego!
I've been learning data science for 3 months and I've been clearing my stats and r concepts and learning ml algos and after than I wanna jump into dl, nlp , ai though I'm from commerce background but I personally like it 😊
That is awesome!! Thanks for watching Rohan
you're doing it by your own rohan?
Thanks for this video Ken. Really impactful. Wish i saw this earlier, would have achieved a lot. But i believe it's not too late.
Definitely not too late!
Great advice ken! Ill be going for bachelor of data science in the following month and this have been very useful as i wanna prepare before jumping into bachelors . Thanks for the video
Thanks for watching!
What should my career path be to attain a job on sports analytics after completing msba program?
I have heard msba is less programming intensive as compared to ms in data science. How much does that impact in getting a job in sports analytics??
Depends what type of sports analytics role you would like to have. Without heavy programming, you will likely be focusing on reporting tools. I recommend getting very familiar with tableau and power bi!
I wish I had access to this sort of video when I was starting my career.
I wish I started making them earlier haha! Thanks for watching!
This is such a helpful video, you are great!! I have subscribed
Thanks for subscribing! I am glad it was helpful to you!
I just came across your channel - you are awesome for sharing this information! Hopefully I can get to this one day :)
Thanks for watching!! Really glad you found the video useful!
my goal now is to learn DATA SCIENCE in the course of next 6 months
Great goal! Thanks for watching!
where do you plan on starting ? i am also in the same phase but just not know where to start
@@Peaceiscoming669 start with learning python or R
@@parvjain3419 having learnt both, i feel Python is easier to learn than R.. but R feels more powerful.. not to mention u can use Python on Google's Collab and Notebook_ai when online.. saves you time maintaining your system.. just my opinion
@@parvjain3419 Both are just tools. Each have their own advantages. Personally I find both easy to learn. But python is very common. Just keep in the back of your mind to be program language agnostic..
After 20 years in IT mostly support, I am starting to learn data science and it’s my new goal, started learning sql, python and power BI.
Great stuff!
How many months you reckon it will take to become a data scientist if you do a full time study from University?
This was quite helpful, thanks for posting.
Glad I could help!
Ken Jee There is so much fear-mongering and contradicting messages in most videos like this. Please keep up the good work.
Thanks Ken for this video, it inspired me a lot and I think I got some motivation from your goals that you pasted on wall written in big words : )
Haha glad you liked the goals! Most of the girls I've dated thought I was a psycho because of it, but it really helps me to stay motivated!
@@KenJee_ds agreed with it😃