Become a Data Scientist: Roadmap with Free Resources

Want to become a Data Scientist? ????

This video is your ultimate step-by-step roadmap with free resources to guide you on your journey to becoming a data scientist!

Here's what you'll learn:
Module 1: Foundations – Python, Probability, Statistics, and how to build a solid base.
Module 2: Visualization & EDA – Master Data Visualization and Exploratory Data Analysis.
Module 3: Machine Learning – Dive into supervised and unsupervised learning.
Module 4: Deep Learning – Learn about neural networks and their applications.
Module 5: Recommendation Systems – Build personalized systems used in top platforms.
Capstone Projects – Create portfolio-worthy projects using real-world data.
BONUS: ChatGPT prompts to inspire creative project ideas!
???? Whether you’re a beginner or transitioning into data science, this roadmap will help you unlock new opportunities in 2025.

???? Download the Full Roadmap PDF:
https://www.exaltitude.io/job-seekers?utm_source=youtube

#DataScience #Python #MachineLearning


⏱️Timestamp:
==============
0:00 MIT roadmap
01:39 Module 1
03:27 2 Approaches
03:55 Module 2
04:52 Module 3
05:59 Module 4
06:21 Module 5
06:36 Projects
07:30 ChatGPT prompts


???? Resources:
==============
✅ FREE AI ML Roadmap Self Study Plan (15-page PDF Guide)
https://www.exaltitude.io/job-seekers?utm_source=youtube
✅ The FREE Ultimate ATS-Friendly Resume Checklist
https://www.exaltitude.io/job-seekers?utm_source=youtube
✅ Download the FREE Job Search Keyword Toolkit in a PDF file
https://www.exaltitude.io/resume-handbook?utm_source=youtube
✅ The Ultimate Resume Handbook
https://www.exaltitude.io/resume-handbook?utm_source=youtube
✅ FREE Interview Prep Resources
https://www.exaltitude.io/job-seekers?utm_source=youtube
✅ FREE ATS-Friendly Resume Template
https://www.exaltitude.io/job-seekers?utm_source=youtube


????️Other videos you might be interested in
========================
????How To Make 2025 The Best Year: Effective Goal Setting for Engineers
https://youtu.be/rYIe0aUbe14
????Developer Resume with ChatGPT for ATS Success
https://youtu.be/kArOk8tudoM
????What Skills You ACTUALLY Need for ML Engineering
https://youtu.be/t2fk26KA-30
????AI Career Opportunities: Picking the Perfect Path for You
https://youtu.be/b57KapzhVzs
????AI Machine Learning Roadmap: Self Study AI!
https://youtu.be/nznFtfgP2ks
????Tech Salaries: Exposed! Is your job SAFE?
https://youtu.be/NVRxfRVu9yM


????️ My SETUP
========================
Standing Desk: https://amzn.to/3T4dmxc
LED USB Lights: https://amzn.to/3sEZf76
Comica Vimo S MI Wireless Microphone: https://amzn.to/3T6wXMs
Amazon Basic Tripod: https://amzn.to/3MrbTfY
The full list: https://www.amazon.com/shop/exaltitude/list/3NBYWPBJ39LA7?ref_=cm_sw_r_cp_ud_aipsflist_aipsfexaltitude_9BS9RJSNJNBXTT94GBYW_f


????✨Connect with me
========================
???? LinkedIn: https://www.linkedin.com/in/jeanklee/
✉️ NEWSLETTE: https://www.exaltitude.io/newsletter
???? Email for business inquiries: exaltitude.info@gmail.com
???? Website: https://www.exaltitude.io/?utm_source=youtube
I give advice for navigating your engineering career journey successfully.


⭐️About me
========================
Hi, I'm Jean, Founder of Exaltitude. I've been working in tech for the past 20 years as an engineer, an engineering manager, and a team builder. I was the 19th engineer at WhatsApp and worked with Facebook as an Engineering Manager for six years after the $19B acquisition. I'm excited to share the ins and outs of a Software Engineering career based on my experience as a hiring manager for top tech companies.


Credits
========================
????️ All images, graphics, and b-roll videos used in this video were sourced from Canva.

* I may earn a small commission for purchases made through affiliate links on this website. This commission comes at no additional cost to you. Your support helps me continue creating content for you.