An Interactive 5-Day Training Course
Artificial Intelligence and Machine Learning
Unlocking the Potential: Artificial Intelligence and Machine Learning Essentials
Course Overview
Artificial intelligence (AI) and machine learning (ML) have become pivotal in today's rapidly evolving digital landscape, reshaping industries, businesses, and daily routines. This training course aims to provide a comprehensive understanding of the core concepts, principles, and applications of AI and ML. Whether you're an experienced professional looking to deepen your expertise or a novice eager to explore these technologies, this training offers the foundational knowledge and practical skills necessary to navigate the dynamic realm of AI and ML. Prepare to embark on a journey of discovery and innovation as we delve into the intricacies of these technologies and uncover their potential to drive innovation, boost productivity, and shape the future. Let's dive in together and unleash the power of AI and ML!
This GLOMACS Artificial Intelligence and Machine Learning training course will highlight:
- Essential Concepts of AI and ML
- Core Principles and Algorithms
- Data Preprocessing and Feature Engineering
- Model Evaluation and Validation
- Real-world Applications of AI and ML
- Ethical Considerations in AI
- Future Trends and Innovations
- Challenges and Opportunities
Training Objectives
The objectives of the "Artificial Intelligence and Machine Learning" training course are designed to provide participants with a comprehensive understanding of AI and ML concepts, techniques, and applications.
At the end of this training course, you will learn to:
- Understanding the Fundamentals of AI and ML
- Exploring Core Concepts and Algorithms
- Mastering Data Preprocessing and Feature Engineering Techniques
- Evaluating and Optimizing Models
- Applying AI and ML in Real-World Scenarios
- Addressing Ethical Concerns in AI
- Exploring Future Trends and Innovations
- Identifying Challenges and Opportunities
Who should Attend?
The "Artificial Intelligence and Machine Learning" training course is designed for professionals across various roles and industries who are eager to deepen their understanding of AI and ML and harness their transformative potential.
This GLOMACS Artificial Intelligence and Machine Learning training course is suitable to a wide range of professionals but will greatly benefit:
- Data Scientists and Analysts
- Software Developers and Engineers
- Business Analysts and Consultants
- Product Managers and Innovators
- Executives and Decision-Makers
- Entrepreneurs and Start-up Founders.
- Academic Researchers and Students
- Professionals Seeking Career Advancement
About Saudi Glomacs
At Saudi GLOMACS, we specialize in delivering world-class training courses in Saudi Arabia and across various international locations. Our training courses are tailored to meet the unique demands of Saudi Vision 2030 and the Human Capability Development Program, focusing on empowering Saudi citizens and enhancing workforce skills. We offer diverse courses spanning leadership, management, engineering, and technical disciplines to cultivate expertise and drive professional growth. Our flexible learning options—whether in-person, online, or in-house—ensure accessibility and convenience for individuals and organizations alike.
With over 30+ years of experience through the GLOMACS global network, we are committed to delivering innovative, results-driven training solutions. Our expert instructors combine industry knowledge with dynamic teaching methods, fostering practical skill development and long-term career success. By choosing Saudi GLOMACS, you're investing in personal excellence and contributing to the Kingdom’s sustainable economic growth and vision-driven transformation.
Training Outline
DAY 1: AI and ML Introduction
- Defining AI and Its Scope
- Historical Background and Key Achievements
- Foundational Concepts and Terminologies
- Varieties of Machine Learning: Supervised, Unsupervised, Reinforcement
- Fundamentals of Python Programming
- Getting Started with NumPy and Pandas Libraries
- Preparing and Refining Data
- Conducting Exploratory Data Analysis (EDA)
DAY 2: Supervised Learning
- Comprehending Linear Regression
- Training and Assessing Models
- Introduction to Classification Techniques
- Exploring the Logistic Regression Algorithm
- Understanding Decision Trees
- Delving into Random Forest and Gradient Boosting Algorithms
DAY 3: Unsupervised Learning
- Exploring K-Means Clustering
- Understanding Hierarchical Clustering
- Techniques for Dimensionality Reduction
- Introduction to Principal Component Analysis (PCA)
- Exploring t-Distributed Stochastic Neighbor Embedding (t-SNE)
DAY 4: Advanced Topics in Machine Learning
- Fundamentals of Artificial Neural Networks (ANN)
- Activation Functions and Backpropagation Techniques
- Introduction to Convolutional Neural Networks (CNN)
- Understanding Recurrent Neural Networks (RNN)
- Preprocessing of Text Data
- Performing Sentiment Analysis and Text Classification
DAY 5: Practical Applications and Future Trends
- Getting Started with Reinforcement Learning
- Exploring Q-Learning and Deep Q-Networks (DQN)
- Applications in Healthcare, Finance, Marketing, Autonomous Vehicles, etc.
- Analyzing Case Studies and Success Stories
- Addressing Ethical Concerns in AI and ML
- Exploring Emerging Trends and Future Directions
Certificates
- On successful completion of this training course, GLOMACS Certificate will be awarded to the delegates
- Continuing Professional Education credits (CPE) : In accordance with the standards of the National Registry of CPE Sponsor, one CPE credit is granted per 50 minutes of attendance
Accreditation
GLOMACS is registered with NASBA as a sponsor of Continuing Professional Education (CPE) on the National Registry of CPE Sponsors. NASBA have final authority on the acceptance of individual courses for CPE credit. Complaints regarding registered sponsors may be submitted to the National Registry of CPE Sponsors through its website: www.learningmarket.org.
All Training Seminars delivered by GLOMACS by default are eligible for CPE Credit.
Providers and Associations
Sessions in Saudi Arabia locations
Sessions in international locations
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