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.
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:
Download Brochure Pricing & Registration- 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
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 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
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
Australia & Asia Pacific
Dates: 19 - 21 Jun 2024
Venue: Online Executive Program (via Zoom)
Time: 11:00am - 6:30pm Australian Eastern Standard Time (AEST)
9:00am - 4:30pm Singapore Time (SGT)
| Early Bird Packages | Regular Pricing | |
|---|---|---|
| By 28 May 2024 | After 28 May 2024 | |
| Australia Delegates | AUD 2,795 | AUD 2,895 |
| Singapore and Other Countries Delegates | SGD 2,795 | SGD 2,895 |
Group Discount: 2nd participant get 10%, or register 3 participants and 4th participant get a complimentary seat (1 discount scheme applies). Note: GST is applicable to participants from Singapore registered companies
Register NowDownload 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
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
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.
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Certified Predictive Modeling Specialist (CPMS™)
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