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1- Online Training...with international accreditation. The value of participation per person is €1,450
2-Requirement : specifying the course, number of participants
implementation date, and joint coordination.
Group contracting ... 20% Discount For Each Participant In Any Group Of Five Person Or More
Other Places To Hold The Course :
KualaLumpur.. Istanbul.. Dubai.. Cairo.. Riyadh.. Jeddah.. Abu Dhabi.. Doha.. Muscat.. Sharm El Sheikh.. Kuwait.. Tripoli.. Amman.. Beirut.. Damascus.. Tunisia.. Casablanca.. London.. Paris.. Barcelona.. Amsterdam.. Brussels
Principles and Practices of Artificial Intelligence
Introduction :
In this dynamic and cutting-edge training course, we embark on a journey to explore the fundamental principles and innovative practices that underpin the realm of artificial intelligence (AI). As AI continues to revolutionize industries and redefine the way we interact with technology, it’s essential to grasp the foundational concepts that drive its development and deployment. Throughout this training course, we will delve into the core principles of machine learning, neural networks, natural language processing, computer vision, and more. By combining theoretical understanding with hands-on application, you will gain the knowledge and skills necessary to navigate the intricate landscape of AI confidently. Whether you’re a seasoned professional looking to expand your expertise or an aspiring enthusiast eager to delve into the world of AI, this training course offers a comprehensive exploration that will empower you to harness the potential of artificial intelligence effectively.
Course Objectives :
At the end of this course, the participants will be able to :
- Understand Fundamental Concepts
- Master Practical Skills
- Apply AI Techniques
- Explore Advanced Topics
- Ethical and Responsible AI
- Collaborate and Communicate
- Critical Thinking and Problem-Solving
- Prepare for Career Advancement
Targeted Audience :
- Software Engineers and Developers
- Data Scientists and Analysts
- Business Leaders and Managers
- Researchers and Academics
- Entrepreneurs and Start-up Founders
- Professionals in Non-Technical Roles
- Anyone with a Curiosity for AI
Course Outlines :
DAY 1 : Introduction to AI Fundamentals
- Definition of AI
- Historical overview
- AI applications across industries
- Basic concepts of machine learning
- Supervised, unsupervised, and reinforcement learning
- Examples of machine learning applications
- Basics of Python programming language
- Introduction to libraries such as NumPy, Pandas, and Matplotlib for data manipulation and visualization
DAY 2 : Machine Learning Algorithms
- Theory behind linear regression
- Implementation of linear regression for prediction tasks
- Logistic regression for classification tasks
- Introduction to decision trees
- Ensemble methods: Random Forests
- Practical examples and applications
- Hands-on exercises implementing linear regression, logistic regression, decision trees, and random forests using Python libraries
DAY 3 : Neural Networks and Deep Learning
- Basics of neural networks architecture
- Activation functions, layers, and optimization algorithms
- Feedforward and backpropagation algorithms
- Convolutional Neural Networks (CNNs) for image recognition
- Recurrent Neural Networks (RNNs) for sequential data
- Transfer learning and pre-trained models
- Building and training neural networks for image classification and sequence prediction tasks using TensorFlow or PyTorch
DAY 4 : Advanced Topics in AI
- Introduction to reinforcement learning concepts
- Q-learning, policy gradients, and deep reinforcement learning
- Applications of reinforcement learning in robotics, gaming, and autonomous systems
- Basics of NLP techniques
- Text preprocessing, tokenization, and feature extraction
- Applications of NLP in sentiment analysis, language translation, and chatbots
- Implementing reinforcement learning algorithms and NLP techniques on practical examples
DAY 5 : Ethical Considerations and Practical Applications
- Bias and fairness in AI
- Ethical guidelines and frameworks
- Responsible AI practices
- Case studies and examples of AI implementation in various industries
- Challenges and opportunities in deploying AI solutions
- Participants present their capstone projects, showcasing their understanding and application of AI principles and techniques
- Open discussion and feedback session
European Business Center Training Methodology :
Our training work is presented in a professional and attractive manner.. Interspersed with interceptive information to renew attention throughout the training period… We aim with this method to train the listener and interact… In addition to practical applications that target the direct skills and knowledge required to be achieved.. It is presented to the trainees in more than one way.. Practical exercises and applications.. Surveys and questions.. A training strategy has been adopted based on pairing between the theoretical and the professional and between the local and the global.
What Does The Participant Get From The Course?
Each participant obtains an internationally accredited training certificate from the European Business Center for Training and Development … which has the ISO certificate in quality No. 900/2015 from the English international company UCAS .. and receives a training bag containing the scientific material via an electronic flash … in addition to an enjoyable and useful training that is reflected Positive and developmental for individuals and the institution
Note :
We can implement the training course in any of the cities referred to in this course..at the appropriate and required time for the trainees..through joint coordination with the training department at the center..the training is implemented in a distinctive manner according to the best quality standards so that we meet all training requirements and needs.
International Accreditations
European Business Center for Training and Development has obtained international and official accreditations with the highest and best international levels scientifically and technically, which reflect the level of outstanding performance in our training work.. so that it achieves what each participant aspires to by obtaining the best certificates with officially approved scientific and technical standards.
