Data Science Roadmap for Beginners (Free Resources + Career Path)
Published August 16, 2025
At a glance
Views
1,105
Likes
47
Comments
15
Performance vs. channel
All-time outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
ant to start your career in Data Science but don’t know where to begin? 🤔 In this video, I’ll guide you through the Complete Data Science Roadmap 2025 – covering everything from basic math & Python to Machine Learning, Deep Learning, and AI applications. I’ll also share free resources, practical tips, and the right l…
- Published
- August 16, 2025
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How Data Science Roadmap for Beginners (Free Resources + Career Path) is doing
It has 1.10K views in total. It ranks #14,024,220 among tracked YouTube videos by views.
Key facts about Data Science Roadmap for Beginners (Free Resources + Career Path)
- Total views
- 1.10K
- Total likes
- 47
- Total comments
- 15
- Published
- August 16, 2025
- Global rank by views
- #14,024,220
Frequently asked questions
How many views does Data Science Roadmap for Beginners (Free Resources + Career Path) have?
Data Science Roadmap for Beginners (Free Resources + Career Path) has 1,105 views, 47 likes and 15 comments, ranking #14,024,220 among tracked YouTube videos by views.
How accurate are these YouTube video analytics?
View, like, and comment counts come from YouTube's public API and refresh regularly. Growth and revenue figures are estimates built from tracked historical data, so they can differ slightly from what the creator sees privately in YouTube Studio.
What is the outlier score?
How this video's views compare to the channel's usual Shorts or long-form video. A 2x score means double the usual views for that channel, 0.5x means half.
What is engagement rate and how is it calculated?
Likes and comments per view, compared to this channel's typical engagement rate — shown as above or below what's usual for the channel.
How is the revenue estimate calculated?
It's a rough public estimate based on a $0.7–$2.0 CPM (revenue per 1,000 views) applied to view count — not actual creator earnings, which depend on ad rates, audience geography, and monetization settings YouTube doesn't expose publicly.
Is this YouTube video analytics checker free?
Yes. You get 10 free channel and video analytics lookups per 24 hours without an account — logging in, which is also free, removes that limit entirely.