Data Science Roadmap For Your First Data Science Job
Feeling Overwhelmed by Learning Data Science?
You may be struggling to figure out where to start or what to focus on next?
I completely understand how challenging it can be.
I’ve been in your shoes—some days I was diving into Python, the next day I was brushing up on math, and before I knew it, I was lost in the complexities of machine learning algorithms.
It’s easy to feel lost when you’re unsure of what you should be learning and in what order.
The sheer volume of topics and skills to master left me wondering, “What should I learn first?” or “Am I even on the right track?”
But here’s the good news: it doesn’t have to be this way.
To help you on your journey, I’ve spent weeks crafting a comprehensive Data Science Roadmap designed to guide you step by step.
I’ve also curated a list of 30+ practice problems along with carefully selected study resources to help you build the skills you need to land your first Data Science job.
You don’t have to figure it all out on your own—let’s make your learning journey structured, manageable, and successful.
What's included?
Here’s what you’ll find inside:
- Complete roadmap with study resources
- 20+ practice problems for each week
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A resources hub that contains:
- Free-to-read books
- YouTube channels for data scientists
- Free courses
- Top GitHub repositories
- Free APIs
- List of data science communities to join
- Project ideas
- And much more…
If that’s not enough, I’ve also added:
- A Discord community to help our to be data scientist get access to study resources, projects, and job referrals.
- You’ll also have one-on-one access to me, where you can ask questions and receive support for any product-related issues.
Is This Roadmap Worth It?
To answer that, let me take you back to where it all began.
I still remember that afternoon at the office, feeling utterly disheartened. I was spending 9 hours a day doing repetitive, monotonous work that left me feeling unfulfilled.
At the time, I was working at an AI agency that specialises in integrating AI solutions for startups.
While my colleagues were building incredible things—recommender systems, text-to-SQL solutions, and other cutting-edge projects—I felt stuck, watching from the sidelines.
That’s when I made a decision: I was going to learn data science.
I dedicated myself to studying for hours every day, immersing myself in the field.
As I progressed, I began to refine and update this roadmap, tailoring it to reflect the most effective path forward.
Months later, all that effort paid off—I landed my first Data Science job.
This roadmap isn’t just a guide; it’s the culmination of my journey, the lessons I learned, and the resources that helped me succeed.
In this resource package, I’ve included the complete roadmap I followed, along with all the tools, practice problems, and study materials that helped me grow into a confident Data Scientist.
I’m sharing everything I wish I had when I started—so you can take the shortest, most effective path to landing your first Data Science job.
Is This Roadmap For You?
This learning path is ideal if:
- You're a beginner: Just starting your Data Science journey.
- Career Changer: Transitioning to Data Science from a non-tech background.
- Student Leveling Up: A student wanting to boost your data skills.
How Does It Works?
1. Start Where You're Comfortable: Begin with the week that best matches your current knowledge.
2. Learn from the Resources: Dive into the provided learning materials for that week.
3. Practice Religiously: Solidify your understanding by solving the week's practice problems.
4. Keep Learning You've mastered another key topic on your Data Science roadmap; keep learning until you’ve your first job offer.
Frequently Asked Questions (FAQs)
1. Does it provide lifetime access?
Yes, absolutely! You’ll get lifetime access to all the resources, including any new materials we share in the Discord community.
2. What if I don’t get what was promised? Can I get a refund?
Your satisfaction is our priority. If you feel the product doesn’t meet your expectations, we offer a no-questions-asked refund policy—guaranteed.
3. What are the prerequisites to follow this roadmap?
No prior experience is required! I’ve designed this roadmap with complete beginners in mind. We’ll start by building a strong foundation in Python and other essential topics, ensuring you’re fully prepared before diving into Machine Learning.
4. Do I get 1-on-1 support?
If you have doubts related to any of the resources then you can contact me at whyamit404@gmail.com, Discord or at X.
5. What happens after I make the payment?
Once your payment is complete, you’ll be redirected to your purchases, and you’ll also receive an email with access to all the materials. The product includes:
- A 144-page Google Document detailing the roadmap, study resources, and practice problems for each topic.
- A spreadsheet containing all the curated resources for easy reference.
6. Do you offer refunds?
Yes! We offer a 7-day satisfaction guarantee. If you feel this product isn’t the right fit for you, you can request a full refund within 7 days of your purchase.
7. What topics are covered in the roadmap?
The roadmap is comprehensive and covers everything you need to succeed in Data Science, including:
- Coding: Python fundamentals
- Data Visualization: Tools and techniques
- Important Libraries: Numpy, Pandas, Seaborn, Matplotlib, and more
- Mathematics: Foundational concepts for Data Science
- Algorithms: Key algorithms for problem-solving
- CI/CD Pipelines: Basics of continuous integration and deployment
- Machine Learning: Supervised and Unsupervised Learning
- ML Ops: Essentials of Machine Learning Operations
Like what you’re seeing?
Get access now.
If you need my help with anything, feel free to email me at: whyamit404@gmail.com.