How to Learn DATA SCIENCE Ridiculously FAST
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- Опубліковано 24 лип 2024
- Want to learn data science?
But not too sure where to start?
I hear you
When I first started on my journey to becoming a data scientist it was an absolute nightmare. There was so much conflicting information out there.
Learn Python.
No Learn R.
Learn Deep Learning.
No focus on regression.
The jargon was hard enough, let alone having to try to navigate competing courses and tasks. Well for this reason I decided to share how I went about learning data science. This is the exact same process I used to go from being an accountant to becoming a data scientist at a large scale tech company.
I go through all of the core concepts you need to get your head around in order to learn Data Science FAST. I focus only on the stuff that’s most important, to help keep you on track!
In this video, you'll learn how to:
1. The 8 key steps to focus on when learning data science
2. The main programming language you should learn for data science...hint its Python
3. How to improving your chances of landing a job as a data scientist
You’ll also get access to a cheat sheet summary of everything shown in the video, which you can access here: github.com/nicknochnack/DataS...
Chapters:
0:00 - Start
0:53 - Learn to Code in Python
1:56 - Identifying Data Science Tasks
3:15 - Understanding Different Types of Data
5:13 - Analyzing and Visualizaing Data
6:44 - Preprocessing and Feature Engineering
7:39 - Modelling + Algorithms and Evaluation
10:24 - Deployment and Integration
11:37 - Domain Expertise and Soft Skills
Oh, and don't forget to connect with me!
LinkedIn: / nicholasrenotte
Facebook: / nickrenotte
GitHub: github.com/nicknochnack
Patreon: / nicholasrenotte
Join the Discussion on Discord: / discord
Happy coding!
Nick
P.s. Let me know how you go and drop a comment if you need a hand! - Наука та технологія
I do not see any reason why this channel should not have millions of subscribers. Respect.
Ayyy, thanks @ege621!
He will if he continues, I agree with you, amazing content. I am subscribed to a lot of similar channels but by far this is my favourite
@@khwlel thanks sooo much! Glad you're enjoying it!
@@NicholasRenotte I just subscribed and I can confirm @ege621 is right
because audience looks for temporary entertainments instead of enrichment knowledges like these 😭
Thank you so much! Your videos are to-the-point and comprehensive at the same time - keep up the great work!!!
Thanks so much @Jose!
Thank you for your enormous help Nicholas! You’re amazing!
Wow, just found your channel and your videos are just amazing and clearly explained. Late find but a gem indeed! Please keep making such great informative videos and inspiring others in the field of data science! Thanks a bunch!!
Thanks Nicholas, I am just starting out my journey as a data scientist and this content came in handy.
WoW! I am still watching the video, but so far, I am sold! thank you so much for this video!
Thanks soo much @Bharadwaj 🙏!
Nick, this was a great explanation and summary. Thanks!
Nice video and cheat sheet. Keeps be inspired to keep on learning math, stats, and python programming ... then finally data science.
Yeahhh go get em @Oscar!
Awesome Video! Thank you for sharing your brilliant tips and ideas!
Anytime @Jhurng! Glad you enjoyed it!
Such a high quality video here in both production and content! Just wanted to make that comment lol... I like the video and find it very inspiring, Thanks! 👍🏽
Very informative! Thank you for sharing 🙏
Thanks so much @Julian! Glad you enjoyed it!
Thanks. Your videos are helping me to get into IT 🎉❤
You are great leader, bro...have been following you to master the art of DS.
Another great vid, thanks man :)
Thanks so much @telander1!
I’m just finding Nicholas, and he’s awesome! He’s very good at organizing and explaining his thoughts clearly and concisely.
Thanks for the great video!
Thanks so much @Geo George!
Excellent explanation, Nicholas!
can you please make a video on (8th point) i.e., presentation of findings in depth
Great video Nic!
Thanks so much @Level Up with the Lees!
highly appreciated brother. i hope the journey will be worthwhile. GREAT CONTENT
Thanks so much @Washington Mugo!
@@NicholasRenotte you're welcome sir
thank you so much for the content its truly remarkable the information i get from you ! i just wanted to know like before learning deployment and stuff do we need to know big data technologies as a fresher data scientist i seem to be getting a little confused in this aspect
Hey Nick. You are such a natural at teaching. Thank you so much for all the tips presented in this video and for the cheat sheet!!
One quick q: Is there anyway we can find the Jupiter Notebooks you've showcased in the video please?
Would make a great asset to refer to when we're getting stuck & reinforce learning.
Thank you so much!
Im pretty sure they are taken from his other vids
Thank you very very much)
Plz, make more content)
I LITERALLY LOVE YOU MAN! You're the only person on youtube who makes me understand machine learning, a real hero!!! I have a question.. Can you help us with a video on how to actually write down (on console maybe) what sign we show to the camera? I'm talking about sign language, more exactly about tensorflow python tutorial :). Thank you so much!!
RIGHT BACK AT YA 👉😄👉 , yep, check this out: ua-cam.com/video/UPS54i7Km30/v-deo.html
@@NicholasRenotte as I said, you re a truly hero! Thank you!!
@@Dana130699 anytime!!!
Excellent explanation nick
Thanks Nick. You're awesome.
Thanks a bunch @Bisola!!
Glad I found this video....Helped me a lot 🤩
Glad you found it too 🤗
this is my favorite channel to learn as a data scientist.
Love the energy ma guy. Subscribed!
Thanks sooo much man, back at ya! Got your Transformers vid on my to do list to watch 🖖
@@NicholasRenotte ayeee :)
@@CodeEmporium (☞ ͡° ͜ʖ ͡°)☞
Haha, you're my idol.
Context: I've been watching your videos for the last couple of days, and suddenly decided I want to do data science (I'm a Full Stack engineer). And voila... there's a video on the fastest path :)
Keep up the good work, my friend!
PS: Not sure if you've noticed, but this video fits into your classical "15 minute" deadline :)
Best video on the internet related to data science
Wow am encourage be this. Thanks.
Excellent job!!!
Thanks @Sean!!
very nice explanations, thank you good sir 🙏
Thanks so much, so glad you enjoyed it!
Really an awesome cheatsheet I would suggest it to my students!
AWESOME!! Thanks so much @chakree!
Hey Nick,
What do you think about the google and IBM courses on coursera? The IBM Data Science professional certificate and the Google Data Analyst Certificate
Yeah boi! Love the cheat sheet idea!! 🤘🔥
Thanks @Vik, thought it was something different right?!
@@NicholasRenotte Yes! Nice video though man, really helps with the donkey syndrome effect I'd say 😂😂
@@vikashchand. 😂😂😂
Hello Nicholas, I enjoy your content. One small suggestion could you reduce the background music a little bit for future videos. Sometimes it gets distracting.
THANK YOU!!!
Data science tasks to master: churn prediction, sales forecasting, sentiment analysis, image classification, and object detection.
Thanks for your tips!
Anytime @SnowyCocoon, hopefully found them useful! Thoughts on the cheat sheet?
@@NicholasRenotte I'm not a "cheat sheet" guy, but it looks solid :). I prefer to take my own notes from your vids.
@@SnowyCocoon ah all good! Thanks so much!
Great video, man! What tool do you use to put your face in the video? It looks so seamless
Heya, it's called OBS!
Genuine Question after having a job is it a good idea to dive more into deep like research papers , advanced maths, unsupervised learning and reinforcement learning. Liked this a lot and it is really very helpful. Any suggestions would be very helpful
This is ultimate man 🔥🔥🔥🔥
Yeahya, thanks @Nakul!
Great video! Do you encourage project based learning, right? Thanks
Definitely do, this gives you an idea of some of the stuff you should get across while running through projects! Everything should be tied back to your task or use case!
You're the 🐐!
Great overview Nick.
Thanks so much @datapro007 🙏, what did you think of the cheat sheet?
@@NicholasRenotte I like the cheat sheet. It spared me the effort of taking notes, which I do while watching most of your videos, along with following the examples of course. I'm getting a toe hold in the ML world because of your outstanding videos. Many thanks Nick.
@@datapro007 awesome! Got a few more cheat sheet style videos planned then!!
Can you please give a complete data science course ?
Excellent 👍👍👍👍👍👍👍
# Shazia's Vlog
it be nice if could recommend courses that fullfill those steps. how about ztm academy?
You are awesome
Can You Make video on Data Visualization?
Do you think is better learning Pyton instead os Excel?
Wow cheatsheet is great..now i can minimize my worries towards this profession
Awesome @yunsz!
I'am student master computer sience : Deep learning agriculture image classification, and object detection, you are advice to me?
Best ever explanation just i did before some days and now its same as mine well brother ....from LinkedIn connection
🙏🙏 thanks so much @Ameer!
@@NicholasRenotte My pleaser sir
Hello buddy!! Really thanks to share this valuable information.....it's really helpfull to all whom willing to learn data science.
Awesome, are you studying any field in particular?
@@NicholasRenotte Yes......I am learning data science course.........looking for career change .... currently working in IT operation team
Can u guide me to chage career from operation to data science?
@@saivin2411 awesome stuff!!
@@saivin2411 definitely, check this out: ua-cam.com/video/xSElsMUqFqI/v-deo.html
How much math and statistics would you say is needed? I'm pretty okay with stats but math is a bit of a hard thing for me. It's only been a few days of self-learning Linear Algebra and I still can't quite wrap my head around it.
For data analysis it's pretty low. Once you start getting into Deep Learning the math definitely ramps up, you can kinda avoid it if you use pre-trained models though. It does help being okayish at it but definitely not top in terms of most important skillsets. I'd say it's Coding, Stats then Math!
Hey can you make a video on Typecast AI ( and if it possible how can we create own ??? )
Can you shoot me a link to Typecast AI? I can take a look?
I used hugging face t5 transformer in my model, but I don't know how to deploy it on the server, can you help me with it??
@@NicholasRenotte I made flask api in which i used t5 transformer for converting text into summary kind of thing,now it works on flask server but i wanted to deploy it on heroku for that i need to make model of it that i use in deployment, that part i don't know of creating a model out of it.
To cover and master all the parts you've mentioned, gonna be a long way😂
That cheat sheet 👌👌
Yeaaahhyaaa, thanks @Ashley!
But I heard some of data scientist also need to learn how to operate SQL which basically it's a task for data engineer. It's required in some companies. Because they don't separate the data engineer and data scientist task.
Depends on the company, doesn't hurt to learn SQL once you're good with the basics. TBH, once you've nailed Python, SQL will be a breeze.
cool video man, i am going to study - yeah actually study - data science in europe!
Niceee, go get em!
You should’ve mentioned the resources that you studied from !
Fucking Suscribed! Great channel, excellent videos.
Deploying with sagemaker is an expensive mistake
Hi! Just curious. What made you switch careers from an accountant to a data scientist?
Waaaayy more fun being in data science. Honestly though I looked at the career paths available to an accountant and the best it got was one of two things, become a CFO or go into public practice and work your way up to being a Partner. That being said it's so difficult to excel at being an Accountant whereas you can truly set yourself apart when it comes to Data Science!
@@NicholasRenotte thanks for the reply, much appreciated 😁
🔥🔥🔥
haha love the intro
Yo! Thanks so much @Andy🙏!
Start learning guys, you got what our instructor said
🙏 thanks so much, did you like the cheat sheet?
@@NicholasRenotte very helpful 🙏👍😎
@@zoroXgamings yesssss! Glad you enjoyed it!
Where can we get the jupyter notebook from the beginning? (Basics)
Like Data Science from basics?
@@NicholasRenotte Yes, the one at 1:32. "Python basics for data science"
@@NicholasRenotte Yes, the one at 1:32. "Python basics for data science"
@@LuizFernandodaSilvaBorges ohhh, I haven't released it yet, didn't know if anyone actually wanted a vid on it.
@@NicholasRenotte I am a Python programer for 4 years now and, believe me, I was amazed with the idea of summarizing the main Python concepts on Jupyter. I had never thought of this before. By the way, all in you channel is awesome.
I got clear information about data science......even I am learning data science.
So glad you found it useful @Sai Vin!
Hi Nick, which language would you recommend to learn in addition to Python? Thanks!
HUGEEEE
🙏🙏🙏 thanks so much @João!
Chatgpt bro
lol
I think you can fill a data scientist role without actually being a scientist.
Definitely, plus what a data scientist does varies greatly between organizations!
unable to download ur deathsheet.pdf/