Certified Artificial Intelligence (AI) Practitioner (CAIP™)
Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, follow a methodical workflow to develop sound solutions, use open source, off-the-shelf tools to develop, test, and deploy those solutions, and ensure that they protect the privacy of users. This course includes hands on activities for each topic area.
This course includes an exam voucher.
- Price: $3,475.00
- Duration: 5 Days
- Delivery Methods: Virtual
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Why choose TOPTALENT?
- Get assistance every step of the way from our Texas-based team, ensuring your training experience is hassle-free and aligned with your goals.
- Access an expansive range of over 3,000 training courses with a strong focus on Information Technology, Business Applications, and Leadership Development.
- Have confidence in an exceptional 95% approval rating from our students, reflecting outstanding satisfaction with our course content, program support, and overall customer service.
- Benefit from being taught by Professionally Certified Instructors with expertise in their fields and a strong commitment to making sure you learn and succeed.
1 – Solving Business Problems Using AI and ML
- Identify AI and ML Solutions for Business Problems
- Follow a Machine Learning Workflow
- Formulate a Machine Learning Problem
- Select Appropriate Tools
2 – Collecting and Refining the Dataset
- Collect the Dataset
- Analyze the Dataset to Gain Insights
- Use Visualizations to Analyze Data
- Prepare Data
3 – Setting up and Training a Model
- Set Up a Machine Learning Model
- Train the Model
4 – Finalizing a Model
- Translate Results into Business Actions
- Incorporate a Model into a Long-Term Business Solution
5 – Building Linear Regression Models
- Build Regression Models Using Linear Algebra
- Build Regularized Regression Models Using Linear Algebra
- Build Iterative Linear Regression Models
6 – Building Classification Models
- Train Binary Classification Models
- Train Multi-Class Classification Models
- Evaluate Classification Models
- Tune Classification Models
7 – Building Clustering Models
- Build k-Means Clustering Models
- Build Hierarchical Clustering Models
8 – Building Decision Trees and Random Forests
- Build Decision Tree Models
- Build Random Forest Models
9 – Building Support-Vector Machines
- Build SVM Models for Classification
- Build SVM Models for Regression
10 – Building Artificial Neural Networks
- Build Multi-Layer Perceptrons (MLP)
- Build Convolutional Neural Networks (CNN)
- Build Recurrent Neural Networks (RNN)
11 – Promoting Data Privacy and Ethical Practices
- Protect Data Privacy
- Promote Ethical Practices
- Establish Data Privacy and Ethics Policies
Question: What if I have to reschedule my class due to conflict?
Answer: Ten (10) business days’ notice is required to reschedule a class with no additional fees. Notify TOPTALENT LEARNING as soon as possible at 469-721-6100 or by written notification to info@toptalentlearning.com to avoid rescheduling penalties.
Question: How do I enroll for this class?
Answer: Please contact our team at 469-721-6100; we will gladly guide you through the online purchasing process.
Question: What happens once I purchase a class?
Answer: You will receive a receipt and an enrollment confirmation sent to the email you submitted at purchase. Your enrollment email will have instructions on how to access the class. Any additional questions our team is here to support you. Please call us at 469-721-6100.
Question: What is your late policy?
Answer: If a student is 15 minutes late, they risk losing their seat to a standby student. If a student is 30 minutes late or more, they will need to reschedule. A no-show fee will apply. Retakes are enrolled on a stand-by basis. The student must supply previously issued courseware. Additional fees may apply.
Question: What happens when I finish my class?
Answer: You will receive a ‘Certificate of Completion’ once you complete the class. If you purchased an exam voucher for the class, a team member from TOPTALENT LEARNING will reach out to discuss your readiness for the voucher and make arrangements to send it.
