An Interactive 5-Day Training Course
Artificial Intelligence (AI) 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 Saudi GLOMACS Artificial Intelligence (AI) 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 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
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.
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