About Certified Data Scientist (CDS) DS1050
Becoming a Certified Data Scientist (CDS) is all about mastering data for a project. Instead of using spreadsheets, you will learn to build actual logic that finds patterns and predicts what’s coming next. We focus on those high-level skills you will need to manage everything from basic stats to advanced machine learning models. Sprintzeal’s certified data science developer training takes you through the real tools the pros use every day, including Python, SQL, and specialized AI frameworks. We bridge the gap between classroom theory and the actual hurdles you’ll face in a modern tech team. This IABAC-backed path ensures you’re ready to lead data projects with total confidence.
Certified Data Scientist (CDS) DS1050 Key Features
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Phoenix AZ
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Course Agenda
Company Brochure
This IABAC-backed program is a deep look into how data actually lives and breathes in a business setting. Forget just staring at formulas; we get straight to the part where you write the code that performs. You will learn to organize data and polish it until a machine understands, to help it make smart decisions on its own.
We focus heavily on making you a versatile expert. You’ll learn to structure your projects to make it ready for actual use in the real world. By the time you finish, you’ll be comfortable building systems that handle time-series forecasting and complex neural networks. It’s a perfect mix of statistical logic and technical intuition that turns you into a specialized professional who can build the future of data-driven software.
Our certified data science developer training provides a complete view of how a data project actually works from start to finish. We move beyond simple academic scripts and show you how to build professional-grade systems that don't break. You’ll learn how to work with massive datasets using SQL, choose the right machine learning algorithms for the job, and deploy your models so they can live in real-world applications.
The curriculum covers the shift from local code on your laptop to the high-power world of visual analytics and deep learning. You’ll learn how to launch your models using APIs so they can be accessed by websites or apps without slowing down. By the end, you’ll be a versatile expert who can build, test, and launch AI-driven features from scratch.
This program is built around these six practical goals to make sure you are ready for the job:
- Breaking Down the Basics:
First, we clear up the confusion between big data and analytics, helping you see where data science actually fits in the real business world. - Getting Practical with Python:
You’ll learn to use Python not just for writing code, but as a tool to clean up messy data and make it usable for serious work. - Separating Fact from Fluke:
We dive into the math that matters, showing you how to use statistics to make sure your findings are solid and not just a lucky guess. - Digging into Databases:
Master the art of using SQL to reach into massive databases and pull out exactly what you need without getting lost in the noise. - Scaling Your Models:
Move past simple predictions into the "expert" zone, working with complex systems like Random Forests and Neural Networks to solve bigger problems. - Going Live:
Learn how to use Flask and APIs to move your work off your laptop and into a live app where people can actually interact with what you’ve built.
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 both supervised and unsupervised learning.
- Manage time-series data to predict sales or stock movements with high accuracy.
- Create visual dashboards that help others understand what the data is saying.
- Use Deep Learning and CNNs to handle complex tasks like image classification.
- Present your findings in a way that helps business leaders make the right choices for the company’s future.
The tech world is currently scrambling to find people who actually understand how to bridge the gap between raw data and practical software. Whether it’s a bank trying to spot fraud or a hospital predicting patient needs, every industry is looking for that rare mix of coding grit and mathematical intuition. Holding a data science developer certification puts you in that small group of people who don't just talk about data—they build with it.
Once you’ve mastered these skills, you’ll be ready to step into roles that actually shape how companies operate:
- Senior Data Scientist:
You’ll be the one guiding teams to untangle massive problems and turn them into clear, predictive solutions. - Machine Learning Engineer:
Instead of just using AI, you’ll be designing the very systems that allow machines to learn and get better on their own. - Data Architect:
Think of this as the master planner role, where you build the foundational structures for how a company handles every bit of its info. - Business Intelligence Developer:
You’ll create the tools that turn raw data into strategic insights for leadership.
Exam Pattern and Structure
- Exam Name: Certified Data Scientist (CDS)
- Exam Code: DS1050
- Format: Project Submission (Practical assessment of your skills).
- Duration: The assessment period is 8 hours.
- Exam Mode: Open book (You can refer to your notes and materials).
- To Pass: Grades range from A+ to C. An 'F' is the only failing grade.
- Grading Focus: Summary recommendations, model performance, and data analysis quality.
- Results: Preliminary results in 9 days; official results within 15 days.
Complete Course Syllabus Breakdown
- Part 1: Data Science Foundation and Project Workflow
- Part 2: Python for Data Science (Numpy, Pandas, Matplotlib)
- Part 3: Statistics, Distributions, and Hypothesis Testing
- Part 4: Visual Analytics and Charting Basics
- Part 5: SQL for Data Science and Database Joining
- Part 6: Machine Learning Associate (KNN, Logic, Regression)
- Part 7: Machine Learning Expert (Random Forest, SVM, NLP)
- Part 8: Time Series Foundation and ARIMA Modeling
- Part 9: Model Deployment using Flask and APIs
- Part 10: Deep Learning Foundation (ANN, CNN, TensorFlow)
Certification Validity and Renewal
Your CDS badge is a lifetime achievement, but staying relevant is key. IABAC recommends staying active in the community to keep your skills sharp. Your digital certificate is easily verifiable online and can be shared directly to your professional profiles to show the world you are up to date with 2026 standards.
Prerequisites for Enrollment
To get the most out of this course, you should ideally have a handle on basic Machine Learning (at a CMLE level). A bit of background in math—specifically things like calculus and linear algebra—will help the advanced coding parts click much faster.
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Participant Reviews
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Dhuha Qazwini 5
Mar 5th, 25
Logistics and procurement Analyst
I'm glad I discovered SprintZeal on my journey to getting the PMP Certification and Lean Six Sigma Green Belt Certification. Their PMP Certification Exam Prep course and resources (videos, practice exams) are very effective and helpful. The teachers and support staff are top-of-the-line. When I have questions, I get almost instantaneous replies from the support focal (even during the holidays). The Lean Six Sigma Green Belt Certification on-line course is easy to comprehend. The on-line course gives me flexibility as I can take it anytime, on my own schedule. I look forward to taking the exams and getting my certification!
Archana Kalwani 4
Mar 10th, 25
Business Operations Manager at Concentrix
Great experience with six sigma green belt
I have completed my six sigma green belt training. The admin staff, support team and the trainer were very helpful and flexible. The trainer was very good and helped understand the concepts well. Thank you for all the support.
Darrin Lunsford 5
Feb 24th, 25
Senior Information Systems Professional at Federal IT Consulting (FEDITC)
Sprintzeal PMP Boot Camp The boot camp gave me a comprehensive look at the PMP material. The instructor was very knowledgeable and offered many real-world applications of the principles. Further, I was able to ask questions which went otherwise unanswered in the previous video study course I purchased. I was able to connect the different aspects and highlight areas needing more attention. The instructor-led class was a tremendous benefit.
Zaid AlBanna 5
Jan 22nd, 25
Technical Program Manager
I have taken my AWS training with Sprintzeal, the trainer was very knowledgeable and looking forward for project assistance.
Thank you Sprint zeal team for the discount provided I am glad I completed the training I hope this certification helps me changing my career in AWS field. Message to users, Sprintzeal gives quality training and very prompt in responding when you email
them for any questions. I strongly recommend Sprintzeal for training courses.
Glenn Monroe 5
May 20th, 25
Project Development Officer at New Jersey Casino Reinvestment Development Authority
I highly recommend this course. The content is very challenging and extensive but well organized. The instructor - Biswal knows the material very well and moves at a very comfortable pace with lots of opportunity for questions. The Sprintzeal team is very helpful and now I feel confident in taking the PMP exam.
Christi Sifri 4
Jun 14th, 25
CHIEF NURSE EXECUTIVE | GLOBAL CLINICAL PROGRAM DIR ORG & STAFF LEADERSHIP | CLINICAL RESEARCH| REGULATORY COMPLIANCE
Dani is a very knowledgeable project manager, with real-life experiences and stories. He was able to take the slides provided by Sprintzeal and know if they were from PMBOK 5 or PMBOK 6, what was enhanced, what was deleted, and apply an example that made sense to the topic. Dani's biggest challenge was the GoToMeeting process and landing back on the slide deck after providing additional information to teach a particular point. It is challenging to teach people on different coasts, but he was able to and respect the time difference.
Review of Sprintzeal: Alex reached out to me and walked me through the entire registration process, answering all of my questions and there were many. I was supposed to have a live class, but because I ended up being the only person that did not cancel they transferred me into an on-line class and have offered an additional class to make up for that. I received my PMBOX 6 book ahead of class and found everything very straight forward. I hope that the three mock tests and assistance in completing my application are as clear and efficient as the rest of this has been.
I have 4 stars for the slide reading and technical challenges to date.
Thank you - Christi
Aboje Shedrack Arome 5
Apr 10th, 25
IT Support Engineer
My overall experience taking the CompTIA A+ with sprintzeal was great ! this is my first online training experience and they made it as easy as possible for me. The materials they provided is very rich in content and easy to understand no matter your educational background. I want to commend my Trainer Vidyasagar Chaudhary who is very patient and also very detailed in his teachings . I will recommend sprintzeal anyday to anyone who is looking to get a CompTIA A+ certification and I can assure you will be well grounded by the quality of training you will get .
Osvaldo Rodrigues Batista 5
Feb 13th, 25
US Army
Hi, my name is Osvaldo Batista. I took the Network+ certification training with Sprintzeal. I love it. The trainer did a great job explaining the contents. Sprintzeal provided all the material to study e prepare for the exam. Also, did a great job scheduling the training session to fit into my busy schedule.
Thank you.
Lynne Colley 5
Jul 24th, 25
Clarity | Action = Corporate Real Estate and FM Consulting Coach
Best training ever. Muhammad Faisal was just the best tutor. By the end of 4 days training from zero start I was already achieving over 60 percent and then just had to follow up with the study plan and go ahead with the momentum. Nothing was too much trouble. Extremely supportive tutor who also coached me with the application process and heaps of tips for the exam. I know I am ready and I will come back and let you know when I pass in the next month. for sure.
Shaikh Rahman 5
Jan 6th, 25
Senior Cloud Network Security Engineer
It was an excellent live online training session. The Trainer ‘Munawar Ahmed Shaikh’ is an interactive person, and he has lots of industrial experience. He used to explain the project reference that he did on the industry that helped to understand the different CISSP domains.The training session was through GoToMeeting, and it interrupted the session. The trainer spent time troubleshooting the GoToMeeting, and why the drawing board was not displayed on the screen, voice breaks during the sessions. Sprintzeal should change GoToMeeting for better live online training sessions. I highly recommend ‘Munawar Ahmed Shaikh’ for CISSP training.
Unlike standard tests that just ask you to memorize facts, the CDS exam is a 100% practical project. You are given a real-world scenario and 8 hours to build a solution. This proves to employers that you can actually do the work, not just talk about it.
Not an expert, but you should know your way around a script. We cover Python specifically for data science, so if you have the basics down, we’ll show you how to use it for heavy data lifting.
It means your skills aren't tied to just one brand like Amazon or Google. You learn the universal principles of data science that work on any platform. This makes you a much more flexible hire for any company, regardless of the tech they use.
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 focus on the skills you actually use on the job, you can trust that our methods are designed to help you master the material quickly and effectively.
That is exactly who we designed this for. Our 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.
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 to help you troubleshoot until everything clicks.
Yes. We make sure our curriculum includes the core tech that powers modern breakthroughs. You’ll dive into how the 'brains' behind AI—like Neural Networks and CNNs—are actually put together and used in the real world.
As soon as you wrap up your training sessions, we’ll get your course completion certificate over to you. Think of this as the key you need to unlock the IABAC project exam. Once you clear that final step, you’ll hold a globally recognized certification.
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