Fully Accredited Program Certified Predictive Modeling Specialist (CPMS™)

Predictive modeling is crucial as it leverages statistical algorithms and machine learning techniques to predict future outcomes based on historical and current data, enabling organizations to forecast trends, anticipate customer behavior, optimize operations, and mitigate potential risks. A recent study by McKinsey highlighted that organizations with predictive modeling capabilities are 23 times more likely to acquire customers, 6 times as likely to retain customers, and 19 times as likely to be profitable, underlining the necessity for proficient predictive modeling to ensure sustainable growth and success.

This Certified Predictive Modeling Specialist (CPMS™) program is devised to help you thrive in the dynamic field of predictive modeling. By merging statistical knowledge with real-world applications, this program will equip you with the sophisticated skills and knowledge needed to confidently handle complex predictive modeling tasks using R. You will explore and learn a diverse range of critical topics including predictive modeling fundamentals, data cleaning and preparation, data manipulation, classification algorithms, model evaluation, exploratory data analysis, regression modeling, tree-based models, clustering algorithms, time series analysis, ensemble techniques, and model deployment and interpretation.

Throughout the course, participants will gain a solid understanding of statistical concepts and techniques, learn to manipulate and transform data using R, implement and evaluate diverse predictive models, understand the intricacies of regression modeling, and explore the applications of clustering and time series analysis. This program will also delve into advanced topics like ensemble techniques for model improvement and provides insights into model deployment and interpretation.

Upon successful completion of this program and passing the Chartered exam, you will earn the prestigious designation of Certified Predictive Modeling Specialist (CPMS™). This globally recognized credential will demonstrate your expertise in developing, evaluating, and deploying predictive models using R. Not only will this CPMS™ designation distinguish you as a highly skilled and knowledgeable predictive modeling expert, but it may also open up new career advancement opportunities and enhance your overall credibility and reputation within the industry.

4.6 (936 Professional Learners) 1

1 Chartered Institute of Professional Certifications' reviews and ratings are a comprehensive collection of participants feedback we have gathered over the last decade. To view authentic and personal testimonials that are handwritten by our participants, please download our participants' written reviews here.

This program will entitle you:

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  • Experience 3 days of instructor-led live program and in-depth learning on predictive modeling, including statistical concepts, data cleaning and preparation, data manipulation, various modeling techniques, model evaluation, and deployment.
  • By the end of the program, you will earn the CPMS™ designation which will open doors to new career opportunities. As a CPMS™ certificate holder, you will be recognized for your advanced skills and knowledge in predictive modeling, which is highly sought after in various industries.
  • For inquiries, chat with our Program Advisors at [email protected] or call us at
    • Singapore and Asia Pacific: +65 6716 9980
    • Australia and New Zealand: +61 3 9909 7310
    • UK, Europe and Middle East: +44 (020) 335 57898
    • USA: +1 888 745 887

Accreditations

4.8 

This Certified Predictive Modeling Specialist (CPMS™) is a mark of excellence and distinction that signifies a fully qualified expert in data modeling especially in predictive modeling using R language. It is accredited by the Chartered Institute of Professional Certifications, which maintains the governing standards for all members. The CPMS™ charter is a trademarked charter available only to professionals who have completed and passed this program. The certification is governed and maintained by the Chartered Institute of Professional Certifications with over 90,000 members around the world. It is also endorsed by prominent associations and organizations worldwide.

The content of this program has been fully certified and accredited by CPD as adhering to Continuing Professional Principles.

What Can You Expect

Predictive modeling plays a vital role in the decision-making process across various industries, providing data-driven insights that enable organizations to make informed decisions and optimize outcomes. With the advent of advanced statistical tools like R, predictive modeling has become even more efficient and effective, serving as a cornerstone of contemporary data analysis. As highlighted by a report from IBM, organizations with powerful data modeling techniques are more likely to acquire, retain customers, and achieve profitability, thereby underlining the indispensability of robust predictive modeling in ensuring sustainable success.

Led by Thanos Petsakos, an award-winning data scientist and machine learning expert, this comprehensive program is specifically designed to equip you with the most effective strategies and latest trends necessary to gain hands-on expertise in predictive modeling using R. You will gain unparalleled insights into linear and logistic regression models enabling businesses to make informed decisions, plan strategies, and anticipate future trends. You will learn the skill of identification of intricate patterns and capturing nonlinear relationships between variables through decision trees. You will gain a clear understanding of random forests which enables you to capture complex relationships and interactions among features, improving the overall predictive performance.

In addition, this program will deep dive into neural networks which is a fundamental tool in predictive modeling that offers exceptional capabilities in feature extraction, achieving high accuracy, scalability, and adaptability enabling breakthroughs in various domains and driving advancements in artificial intelligence and machine learning. You will also learn time series analysis helping you to identify trends, seasonality, and cyclical patterns. By the end of the program, you will delve into advanced topics like ensemble techniques for model improvement and provides insights into model deployment and interpretation.

Upon completion of the program, participants will attain the Certified Predictive Modeling Specialist (CPMS™) designation and acquire a comprehensive understanding of predictive modeling using R. The CPMS™ designation, recognized globally, will not only enhance your credibility and reputation within the field of predictive modeling but also open doors to new career advancement opportunities. As a CPMS™ certificate holder, you will be ideally positioned to leverage predictive modeling for data-driven decision-making, paving the way for organizational success and personal career growth.

Key Skills You Will Gain

  • R Programming
  • Data Analysis
  • Regression Model
  • Exploratory Data Analysis
  • Analytical Thinking
  • Deep Learning
  • Data Modeling
  • Artificial Intelligence
  • Statistical Inference
  • Data Science
  • Data Visualization
  • Predictive Modeling
  • Random Forests
  • Clustering Algorithms
  • Bias-Variance Tradeoff
  • Cross-Validation
  • Supporting Vector Machines
  • Naïve Bayes Modeling
  • Decision Tree Modeling
  • Linear Regression Modeling
  • Time Series Analysis
  • Model Selection and Evaluation Strategies
  • Text Mining Techniques
  • Natural Language Processing Fundamentals
  • Neural Networks
  • Hyperparameter Optimization
  • Model Explainability
  • Data Ethics and Interpretability
  • Data Scaling
  • Data Normalization

Your Faculty Director

Thanos Petsakos
Thanos Petsakos
Award-Winning Data Science & Machine Learning Expert

Thanos Petsakos is an award-winning presenter, renowned for his expertise in the fields of data science and machine learning. With a rich background as a data scientist in prominent Fortune 500 companies such as Ernst & Young, Thanos has honed his skills and acquired extensive experience in delivering impactful data-driven solutions. His profound knowledge and ability to effectively present complex concepts have made him a sought-after guest speaker at prestigious seminars and conferences around the globe. Notably, he was bestowed with the Best Presenter title at the DSIT 2021 conference in Shanghai, China, solidifying his reputation as an exceptional presenter.

In addition, Thanos shares his expertise as a distinguished instructor in influential universities across Europe and renowned institutions worldwide. He has also contributed significantly to the field through his authorship of numerous articles and co-authorship of books dedicated to advancing the field of data science. Thanos Petsakos's impressive career trajectory, profound expertise, and remarkable contributions continue to shape and inspire the field, solidifying his status as a leading expert in the industry.

Certified Predictive Modeling Specialist (CPMS™) Program Agenda

Module 1 - Introduction To Predictive Modeling
Module 2 - Data Preparation For Predictive Modeling
Module 3 - Linear Regression
Module 4 - Logistic Regression
Module 5 - Decision Trees
Module 6 - Random Forests
Module 7 - Support Vector Machines
Module 8 - Neural Networks
Module 9 - Time Series Analysis
Module 10 - Case Studies And Analysis
Module 11 - Ethics And Interpretability In Predictive Modeling
Examination

Chartered Exam

At the end of the program, there will be a Chartered exam comprised of 50 multiple choice questions. Upon passing the exam, you will be accredited with your Certified Predictive Modeling Specialist (CPMS™) designation.

  • 98% of students who have taken this exam have passed the exam successfully. Almost all professionals who have taken our courses have passed this exam and attain their Certified Predictive Modeling Specialist (CPMS™) designation
  • The exam has 50 multiple choice questions and you need to answer 25 out of 50 questions correctly to pass the exam
  • You can re-take the exam online as many times as you want, with no additional charges for retaking of exams
  • The program cost already includes the exam fees, so there are no additional charges for taking the exam

If you have challenges passing the exam, you can secure assistance from our team and faculty leader to help you pass the exam.

Certified Predictive Modeling Specialist (CPMS™) Designation

Upon completing the program and passing the exam, you will receive the prestigious Certified Predictive Modeling Specialist (CPMS™) designation. Developed by the esteemed Chartered Institute of Professional Certifications, a leading authority in professional certifications, this industry-recognized trademarked charter distinguishes your expertise in predictive modeling using R techniques to scale your business to greater heights through data-driven decisions. The program's content has been independently accredited and certified by CPD, ensuring that it meets the highest standards in continuing professional development. This distinguished designation will not only elevate your credibility but also enhance your marketability to potential employers or clients, making you stand out as a highly skilled and knowledgeable marketing professional.

Pricing & Registration

Download Brochure

You can download our program brochure below. If you have any inquiries on this program, please contact our Program Advisor at [email protected] or call us at:

  • Singapore and Asia Pacific: +65 6716 9980
  • Australia and New Zealand: +61 3 9909 7310
  • UK, Europe and Middle East: +44 (020) 335 57898
  • USA: +1 888 745 8875

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On Demand Learning

If you are unable to make it to this program due to the dates, you can also enroll into our program through our on-demand learning. Click on the link below to go to our on demand learning to discover how you can enroll into the program and earn your Charter or certificate through our on demand learning platform.

Go to Our On Demand Learning Here

Certified Predictive Modeling Specialist (CPMS™) Reviews and Testimonials

The Certified Predictive Modeling Specialist (CPMS) program was an incredibly informative and eye-opening experience. The trainer's expertise and engaging teaching style made complex concepts easy to understand. I now feel confident in my ability to apply predictive modeling techniques to real-world scenarios
The CPMS program exceeded my expectations. The trainer's ability to simplify complex mathematical concepts and explain them in practical terms was impressive. I feel equipped to leverage predictive modeling techniques in my work, thanks to the comprehensive and well-structured curriculum.
The CPMS program was a game-changer for me. The trainer's expertise and passion for the subject were evident throughout the course. I appreciated the hands-on exercises and real-world case studies, which allowed me to apply what I learned. This program has expanded my horizons and given me a competitive edge in the field of predictive modeling.
Enrolling in the Certified Predictive Modeling Specialist (CPMS) program was a fantastic investment in my professional development. The trainer's ability to demystify complex algorithms and explain their practical applications made the course both enjoyable and enriching. I feel empowered to tackle predictive modeling projects confidently.

Chartered Institute of Professional Certifications' reviews and ratings are a comprehensive collection of participants feedback we have gathered over the last decade. To view authentic and personal testimonials that are handwritten by our participants, please download our participants' written reviews here.

Convincing Your Boss To Attend This Program

Securing approval from your boss to attend this program can be difficult if you don’t know what to say. So we’ve prepared a template for you! All you need to do is to download this template, copy and paste in email and send it to your boss!

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Certified Predictive Modeling Specialist (CPMS™)

4.6 (936 ratings)