About Certified Data Science Developer (CDSD) DS2020
Most people just look at data; a developer actually makes it work. This course is about getting your hands on the code that powers smart recommendations and automated tools. We focus on building systems that solve real problems using live, messy information rather than just talking about abstract theories. Sprintzeal’s data scientist course takes you from basic scripts to building full-scale machine learning models. You’ll learn to handle the same technical hurdles that top-tier dev teams face every day. This IABAC-backed training is your path to becoming a creator in the world of AI, moving you from an observer to a builder.
Certified Data Science Developer (CDSD) DS2020 Key Features
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Sydney NSW
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Course Agenda
Company Brochure
This IABAC-backed data scientist certification online is a deep look into the world of making machines think. Forget just staring at formulas; we get straight to the part where you write the code that actually performs. You'll learn how to take a heap of confusing, unorganized data and polish it until a machine can look at it and start making smart decisions on its own. This program covers the full journey, from cleaning up bad data to training a model that can predict trends with incredible accuracy.
We focus heavily on the "Developer" side of the coin. This will help you learn how to structure your code that is fast, reliable, and ready. At the end of your data scientist classes, you’ll be ready to build systems that get smarter everyday. It’s a perfect mix of coding logic and data intuition that turns you into a specialized developer who can build the future of software.
Data Science Developer Course Description
Our certifications for data scientists provide a complete view of how a machine learning project actually works from start to finish. In this training, we show you how to build professional-grade systems that don't break. You’ll learn to work with massive datasets to test your models with the right algorithms. This makes sure of what you build actually works in the real world when real users start hitting them.
The curriculum covers the shift from local code on your laptop to the high-power world of cloud computing. You’ll learn how to launch your models from a test environment, ready to be used by thousands of people at once without slowing down. By the end, you will test and launch AI-driven features from scratch.
This data scientist certification program is built around these six practical goals to make sure you are ready for the job:
- Coding Intelligence:
Learn to write Python code that is specifically built for heavy data science and machine learning tasks. - Algorithm Mastery:
Understand the "why" behind different models, from simple math predictions to complex decision trees. - Data Wrangling:
Master the art of cleaning and preparing messy data so it’s ready for the machine learning process. - Visual Storytelling:
Learn to create charts and graphs that explain your findings to people who aren't tech-savvy. - Model Evaluation:
Develop the skills to test your systems and prove that they are actually accurate and reliable. - Deployment Skills:
Learn how to move your projects from your laptop to the cloud where they can live in real apps.
When you finish this training, you’re walking away with a toolkit that is in massive demand globally. You’ll be able to:
- Build and train your own machine learning models using industry-standard libraries like Scikit-Learn.
- Clean and "wrangle" massive amounts of data that would crash a normal spreadsheet program.
- Create automated systems that find hidden patterns that humans would never see on their own.
- Test and tune your models until they reach peak performance and accuracy.
- Present your findings in a way that helps business leaders make the right choices for the company.
The market for developers who understand data is absolutely exploding right now. Companies in finance, retail, and tech are all fighting for people who can build the brains behind their software. A professional who has gone through a rigorous data scientist training program is often the most valued person in a dev team because they bring a unique mix of coding skill and statistical logic.
After this course, you’ll be ready for high-impact roles like:
- Machine Learning Developer:
Building the brains that power the world's smartest apps. - Data Science Engineer:
Creating the systems that help other data experts work faster and better. - Predictive Analyst:
Using code to forecast sales, trends, and user behavior before they happen. - AI Specialist:
Integrating smart, automated features into existing company software to save time and money.
Exam Pattern and Structure
- Exam Name: Certified Data Science Developer (CDSD)
- Exam Code: DS2020
- Format: Multiple-choice questions focused on real-world coding logic.
- Question Count: 25 focused questions.
- Time: You have 60 Minutes to finish.
- To Pass: You need a score of 60% (15 correct answers).
- Skill Level: Balanced between basic concepts and situational problem-solving.
- No Penalty: No marks are taken away for wrong answers or guesses.
Complete Course Syllabus Breakdown
- Part 1: Understanding the World of Data Science Development
- Part 2: Mastering Python specifically for Data Science tasks
- Part 3: Statistics and Probability for Modern Developers
- Part 4: Data Cleaning and Preparation (The Art of Wrangling)
- Part 5: Finding the Story: Exploratory Data Analysis (EDA)
- Part 6: Machine Learning Algorithms (Teaching the Machine)
- Part 7: Model Selection and Making Things Run Faster
- Part 8: Data Visualization and Explaining Your Results
- Part 9: Working with Big Data and Cloud Systems
- Part 10: Moving Models from Development to the Real World
Certification Validity and Renewal
Your CDSD badge stays active for three years. This helps prove to employers that you are keeping your skills fresh in the fast-moving world of AI. You can renew it by staying active in the tech world or by taking a quick update assessment when your current certificate is nearing its end.
Prerequisites for Enrollment
You don’t need to be a math professor to start. If you have some basic coding experience (like knowing what a variable is in Python) and a curious mind, you are ready. We’ll handle the heavy lifting, but those basic coding skills will help you move through the advanced modules much faster.
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Participant Reviews
Your career is our goal. We care for your professional empowerment. Don’t take it from us. Find out what our participants say about our service!
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Kimmie Edwards 5
Apr 30th, 25
Chief Executive Officer
It's really helpful training. I did learn a lot regarding the Lean Six Sigma Black Belt . I believe I am able to pass the exam and get certification after the training.
Krishna Sripada 5
Feb 14th, 25
Tech Lead
I have taken the AWS Solution Architect Associate Certification training course. Toshal Kahawale was the trainer. Toshal had covered all the important topics required for a Solution Architect in a detailed manner. He had provided real-world application examples while explaining the topics. That was really helpful. Toshal has plenty of experience in designing & architecting cloud applications
Jens Engstfeld 5
Mar 8th, 25
Senior Project Manager
It is really very nice experience for me to learn ITIL®V4 Foundation practices. Everything is defined in very well way. I strongly thankful to the trainer who has very good knowledge in this field. I recommend this course who want to learn more about ITIL.
Edward Lee 5
Mar 21st, 25
Senior Manager
Lean Six Sigma Black Belt
Informative and practical approach of training session. Emphasizing more on the relevant tools that can be use depending on the project that you are working on.
Tim Heverin 5
Feb 13th, 25
Systems Engineer
Taking the CISSP class has helped to prepare me for the exam. Munavwar is an excellent trainer and has helped me to expand my knowledge in this area. Having the class recorded was very helpful so that I can go back and review material. This was much better than just reviewing slides. The thing that I most enjoyed was really expanding upon my own experience and applying it to the learning material. I highly recommend Munavwar when training for the CISSP exam.
Nicole Gentz 5
Aug 5th, 25
Development Team Manager at Stoneridge Software
Tarun was honestly the best trainer/coach that I've had in 20 years in the IT profession. He covered the EA/TOGAF material and had real life examples to make everything completely understandable. He listened to my professional concerns and questions and offered advice/suggestions from his years of experience. He genuinely cared about my understanding and was truly a mentor in so many areas related to EA and beyond enterprise architecture. His willingness to share his experiences and his passion to help others grow was very evident and so appreciated. Thank you so very much for the awesome week!
Ken LeBlanc 4
Mar 26th, 25
Manager of Systems Development at Canada Council for the Arts
ITIL Foundation 4.0
Class, course and instructor were all first rate. Any issues that were raised were addressed immediately by Sprintzeal.
Aijaz Shaikh 5
Jan 28th, 25
Agile Project Manager experienced in Information Exchange, Digital Transformation, Cyber Security & Cloud Computing
Indeed, A Great Learning Experience !!! I am very thankful for choosing Sprintzeal as my training medium for PMP. All the team members from Sprintzeal spent a whole lot of time with me right from the start of my application until my application was accepted by PMI. I am personally thankful to David Johnson and Alex Wood for all their assistance along the way. The training part from Sprintzeal has the class of its own. It has been such a good learning experience. I am jazzed to admit that Tammy (the instructor) made the entire journey of understanding PMP terminology and concepts a great experience. She is crystal clear about all of the mathematical concepts associated with PMP. This is really helpful in understanding the project management concepts She got the whole training properly structured and easy to follow Sprintzeal course material to meet the course learning objectives. She got right to the point and helped me understand all the important bits in a timely manner.. Tammy is very patient to answer our question and covered all materials within 4 days. Moreover, she shares her past real PM experience with us and make this class more "practical" and assist us to combine work experience with theory. I learned a great deal of knowledge as well as exam-passing-tips in this intensive/productive class. With Sprintzeal came Tammy, both of them are awesome. Thank you both.
David Smith 4
May 14th, 25
Telecommunications Administrator
Paul did a great job explaining AWS in great detail. He was informative in recommending test strategies. The only thing I would request is that the course documentation be updated a bit. Paul informed us that the lag time between class and test is significant, but it would be nice if we can improve this area.
Anetra Doherty 5
Feb 17th, 25
SFL Career Counselor at Inverness Technologies
Kevin Davis Phenomenal instructor that provided actual conceptual scenarios that focused on the overall PMP concept that I could relate to in the corporate culture. He was very patient and determined to ensure we stayed on track w/ the focus of understanding the fundamentals of PMP.
Once you finish your training with Sprintzeal, you'll be eligible to take the CDSD exam through the IABAC portal. We provide you with mock tests and all the resources needed to feel confident. Once you pass, you'll receive your digital certificate which is recognized by tech companies worldwide.
Think of it like the difference between an architect and a master builder. A Data Scientist spends a lot of time in the research phase, exploring theories and testing mathematical models to see what’s possible. A Data Science Developer is the one who takes those ideas and actually makes them work in a live app. They bridge the gap between a research paper and a functioning piece of software. If you're someone who gets a thrill from seeing your code solve real-world problems for actual users, this data scientist certification program is built for you.
The CDSD is "vendor-neutral," meaning we teach you the universal rules of data science that work on any platform. While we use Python (the industry standard), the logic you learn can be applied to any tool or cloud provider a company might use, from AWS to Google Cloud.
Frequently Asked Questions
We believe in results, not just fancy titles. Our instructors are actual pros who build AI systems for a living. Because we have a 99.6% success rate, you can trust that our methods are designed to help you master the material quickly and effectively, making this the best data scientist course for anyone serious about their career.
That is exactly who we designed this for. Our data scien tist training isn't a boot camp that forces you to quit your job. With sessions on the weekends and live evening meetups, you can build your future without letting go of your current paycheck. It’s about fitting growth into the gaps of your week, not letting it take over your life.
Getting a code error late at night is frustrating, but you aren't on your own. Our cloud labs come with 24/7 help. If an algorithm is playing hard to get or a script is being stubborn, our mentors are a quick message away. They’ll help you spot the bug and explain the logic so you actually learn from the mistake. That support is a big reason why people call this the best data scientist course for hands-on learners.
The tech world changed overnight with the rise of tools like ChatGPT, and we don't ignore that. You will learn the neural logic behind the AI breakthroughs. By understanding the core logic used in 2026, you’ll be building the foundations that make them strong and functional.
Once you wrap up your training sessions, we’ll get your course completion certificate over to you right away. This will act as a key to unlock the IABAC assessment. As you pass the exam, you’ll officially hold a data scientist certification that Top Tech Companies across the globe are looking for in your resume.
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