The Complete Data Science Roadmap [2024]

Go from zero to a data scientist in 12 months. This step-by-step roadmap covers the essential skills you must learn to become a data scientist in 2024.

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📚 Tutorials

📖 Chapters

00:00 - Introduction
00:24 - Programming Languages
00:45 - Version Control
01:05 - Data Structures & Algorithms
01:25 - SQL
02:08 - Mathematics & Statistics
02:30 - Data Handling and Visualization
03:19 - Machine Learning
04:01 - Deep Learning
04:35 - Specialization
05:24 - Big Data

#datascience #machinelearning #ai #coding #programming

[technosite]

Dude!!! You gotta start a Data Science course.

- Universities are sh*t in these areas. and not only do we have to spend massive money on Tuition but also another massive money on online courses to cover for what university is doing.

- I also rely on you so much because you give the course in such fun way to love coding Plus to make it entertaining to watch unlike Collage. You also make us do exercises and then you make step by step solutions on what we missed. Honestly with your courses Universities doesn't stand a chance.

- You will find a lot of students here or even graduates apply to your courses if you make a Data Science course. I know it's tough to make. but Honestly I think No one like you make coding that much fun.

I hope you consider making these courses. <3

[ashaduzzamansunny]

that's what I was looking for, thank u Mosh for this awesome informative video 🤗

[SuffyanAsad]

Many companies consider processing big data and data wrangling as part of data scientist's job, so big data should be learnt earlier in the roadmap, perhaps after getting familiar with numpy and Pandas. Second, getting familiar with a public cloud is not mentioned here, which is also an essential skill in many jobs.

The specifics often depends on the role, and the job expectations vary widely, some focusing more on the Data Science side, and other roles like ML Engineer focus somewhat more on data engineering and product building side.

So use this well put together roadmap as a framework, and tweak it according to your career goals.

[prince-charlestoby]

I’m currently taking your SQL course. Hoping to take PowerBI, then projects, then Python next. A data analyst track with tutorials on these other parts will be helpful (especially PowerBI)

[sandyT]

who wants complete data science course on python by Mosh ?? like here

[Mashpotatoceo]

Then why I'm wasting 4 years in college 🤓

[renurenu]

Plz make a full course for data science...🙏👍👍

[Abdelaziz-Bashir]

It was a pretty good and easy explanation thank you ❤

[justsoonenough]

I am studying right now to become a ML Engineer and are soon going to apply for internships. I've felt like I don't know enough (Impostor syndrome) but seeing this video made me feel better. As I have knowledge in every step but deep learning which is a course I will have soon. Thank you so much!

[aspilmichel]

Thank you for the energy, time, and effort you put into this video you are an amazing researcher. Why does anyone never make a road map for cybersecurity? Please, we need a road map for Cybersecurity, thanks in advance 🙏🙏

[Scott.Vantas]

Interesting roadmap. I'm currently making a carreer change from accounting to data science and this roadmap helps a lot.

[Reem-jq]

please, if you can, make a Cyber Security roadmap.
I need it so much

[lejen]

MASTERING Linear Algebra, Probability, Calculus and Statistic in only 2 to 3 months?! I'm afraid that wouldn't be possible. It takes a whole semester if you take these courses in a university and you'd still have to pass calculus 2.

[eternal]

make a video on cybersecurity and ethical hacking skills to be learnt.

[MostafaNaser-szmc]

Can you do game development roadmap?
Love you from the UK ❤❤❤

[grazvy]

The math part is just delusional or exaggerated to sound easy.
I studied computer science at TUM. All those math modules combined would be 30 university credits, each representing 30 HOURS, resulting with 900 in total.
On average, this is enough to barely pass the exams.
He's talking about self study in a non-professional environment and "mastering" it in 2-3 months, this is crazy.
It would take 22 full-time weeks to get 900 hours with good resources at hand, but "mastering" would only be possible for the 3%, optimistically speaking.

[sinan_islam]

This is why alot of people quit Data Science. You need to learn everything in the world.

[RaiyanRafizAnoy]

Dear Mosh Sir,
Which is better to learn Web dev or Data science?
You know about AI
So which development is the safest job in the upcoming years?
I am the final year student.
So plz plz...
Reply me as soon as possible
Thank you!
Or anyone can tell me which is better and safe and why?

[venkyv]

Mosh, Do you have a course that a complete Data Science course? I want to see if there is course that covers all the aspects

[كوكتيلضحك-طج]

Can You make a roadmap for CyberSecurity