All data scientists I met have also a master degree and I think it’s very difficult to get a job in a good company without that, unless you want to build your own product

Step 1: Learn programming language Python or R AND SQL Step 2: understand numpy pandas matplotlib Step 3: CRY 🥲 learn maths (Statistics linear algebra and calculus) Step 4: Machine Learning Step 5: Gets hands on A.I. Step 6: Read research papers and new articles on hypothesis Congratulations you made it 🤠😊❤️

I just realized I'm following this roadmap subconsciously, and my passion is data science! Thanks!

Math is always more fun with a purpose. If you think you hate math, but want to program, you’ll enjoy it a lot more when it’s applying to your programs.

Thank you man seriously you speak in simple terms that anyone can understand and lay everything out so it’s digestible all in a span of a minute 🤯 keep it up bro killing it ❤️

Tysm for this!! It'll help a lot in the future...

Data Analysis next please 😁 And thanks for the great content, all your videos are very helpful and insightful 😀

Videogame development roadmap please

Amazing content man

I like the whoaa sound 😂😂😂

Great video! Very informative and straightforward!

Man your content is the best, these shorts are time saver. Keep up❤️

Make a road map of C# developer PLEAAASSSEEEEE !!!!

Can u please do a roadmap for becoming an independent app/website developer?

Plz do more roadmap videos like this. This data science roadmap 1 min video explains the whole field in simple words. Thanks

Amazing thanks 👌🏻

This is what i need, many thanks!

Exactly well said

More roadmap vids pls!! :^ )

I start learn math from arithmetic because i wasn't able to sum up 2 fraction. With courses now i'm Jump from integral calculus, differential, gradient vectors and every kind of Matrix/vectors calculation and the most importante thing Is that i found math very funny now, because i apply It in a field that i really love,Data Science.

Amazing Thanks

I'd love to see a developer roadmap

thank you for this sir. i have been contemplating on what subject or course should be tackled first

Trust me, you don’t need math to go into ML. Even neural network roles. The only math you need is applied statistics (imputation, etc) and a bit of linear algebra doesn’t hurt (just the fundamentals though, dot product, matrices, tensors etc.) You only need serious math skills if you plan to work on the underlying algorithms of libraries like TensorFlow, PyTorch, etc. The only way to learn in this field is by working with real world, messy data. Writing SQL queries to load data, preprocess and clean it using Python (NumPy, Pandas, scikit-learn, etc), feature engineer, build a model or ensemble (XGBoost, neural network libraries, scikit-learn) and finally deploying the model to production. That is the machine learning pipeline. There is more to this like data pipelines, etc that you will learn on your journey. Good luck.

Game development roadmap next please Thanks for the useful content in your videos bro :)

Please can you do Web Development next please also I really love ur vids I have used the JavaScript tips and tricks and they really help me bring my HTML and CSS to life

Thanks for the amazing content ☺️ I'll like to see roadmap for web content Accessibility Engineer.

This is very helpful

I really liked this video😍

you are amazing 👏 thank you

Tysm for this . Plz can u make cybersecurity expert

Hello Lewis, could you please make a detailed video about tools to learn to become AI-ML engineer. Thanks

Next roadmap block chain developer

Awesome video

Full stack developer's roadmap please

Please do cybersecurity next

Tysm

The roadmap I'm currently on. Data analyst to data scientist / stastician

Full stack developer!

Full stack developer please! :)

Hey man, do a DATA ANALYST road map

More roadmap videos.

All that, and companies still expect you to have 4-5 years of analytics, data engineering work experience, and a masters or PhD. Despite all this, their interview process is terribly complex and they themselves have no clue what a Data Scientist can do for their company. It was good during the hype, but now everyone is getting screwed over

Nah I will stick to html and css like a good little web dev.

Military/ aircraft development

Digital marketing and Quality assurance/Software Tester roadmap please

Next want cloud computing roadmap or network engineer 🙂🙂🙂🙂

Thank you for all you videos. Please can you recommend some beneficial online courses for each step Thank you in advance ❤

Cloud architecture

Algebra oh have Mercy it's so creative and fun even tho i use to get D's in math but that's the only part of maths i used to love idk why it's so good but idk if I'll be loving it yet now

That's a unique pronunciation of SQL

Can I get roadmaps for robotic and kernel development, Thank.

Can you do one for machine learning and AI ?

Cloud computing road map

I learnt this in industrial engineer student, not fun. Use spss for statistic

Data analyst road map plz❤

Please make road map for enolopes engineer (machine learning engineer)

can u make a road map for cyber security plz thank you

Roadmap for Ethical Hacker/Penetration tester please?

Sir plz tell us the roadmap to become ai engineer

Data engineer

cyber security next

Data Engineer

I’m 21 and I’m thinking about getting in the field. Do you think it’s gonna be saturated any time soon.? I know in my state there are a lot of job opportunities. But I’m competing with thousands of other people. I’m interested in statistics as a major to get into data science.

Blockchain roadmap please

Cyber Security

I have done all the steps basically in order(got distracted by calculas when learning math) when do I get the degree?

Cybersecurity roadmap next

What are fun environments for learning the math/statistics?

Blockchain plss😃

Web Dev pathway

Can you please tell me a roadmap for cyber security

Road map for competitive programmers :)

Any resources to guide on the maths part?

Imo python isnt a great first language, i thing somthing like c# is a good middle ground of abstraction for beginners

internet of things plzz 💙

Is postgres is good for sql????

Cyber security

Single most important for programmer is not math. Its logic. Period.

Cloud engineer roadmap

Computer Vision

I've always had an interest in this area and pick up things pretty quickly. I was thinking about getting into cybersecurity. Any thoughts on the path to take?

Banking app and their security systems

do you need Linux or windows for data science?

Your videos are really helpful!

cloud Developer plz

Sickel or ES-KE-EL

ML road map pleaae

R is actually easier to start

Finished every step, now where the hell do I find a job

Do data engineering

Mathematics? Fine... But where do I study it from? A source which is interesting and can make even Maths fun!

Web Dev roadmap next

Ahh. I wanna be a data scientist but I can't take math as a subject..... I am just worried

I was waiting for this. Xie xie

What about a roadmap for game developers

How CLI can help us to become good programmer????

Why is there a crypto chart of the second shot though?

What the. So one of the jobs available for data scientist are making of trading charts?

AI/ML roadmap