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Marrakech

Principles and Practices of Artificial Intelligence

ID  947

Artificial Intelligence ,Data Analysis and Digital Transformation Training Course

 Principles and Practices of Artificial Intelligence

Marrakech

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Hotel Meeting Room

06 Apr 2025 : 10 Apr  2025

25 Hours

3950 USD

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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. Join us as we unlock the secrets of AI and pave the way for a future shaped by innovation and intelligence.

This Principles and Practices of Artificial Intelligence training course will highlight:

  • Foundational Principles
  • Machine Learning Algorithms
  • Neural Networks and Deep Learning
  • Ethical Considerations
  • Practical Applications
  • Future Trends and Innovations
  • Interdisciplinary Perspectives

Course Objectives

At the end of this training course, you will learn 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

Course Outline

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

Day 1 - Asset Cost Management Introduction

Maintenance & Reliability Best Practices are critical for every successful individual and company. This workshop delivers many practical and new Maintenance and Reliability Best Practices concepts and tools. You will discuss these concepts and practice using practical tools in case studies and discussion groups. The costs associated with equipment downtime and reduced production can be significant. Learning how to effectively manage all aspects of your industrial facility is a must.This workshop is a combination of instructor lead topic areas and class discussions. Interactive discussions will allow you to hear and learn best in class applications relating to maintenance planning and cost management strategies. You will have the opportunity to ask lots of questions in order to consider how best to apply these tools and techniques in your organization.

Day 2 - Laying the Groundwork

Maintenance & Reliability Best Practices are critical for every successful individual and company. This workshop delivers many practical and new Maintenance and Reliability Best Practices concepts and tools. You will discuss these concepts and practice using practical tools in case studies and discussion groups. The costs associated with equipment downtime and reduced production can be significant. Learning how to effectively manage all aspects of your industrial facility is a must.This workshop is a combination of instructor lead topic areas and class discussions. Interactive discussions will allow you to hear and learn best in class applications relating to maintenance planning and cost management strategies. You will have the opportunity to ask lots of questions in order to consider how best to apply these tools and techniques in your organization.

Day 3 - Applying the Value based Process

Maintenance & Reliability Best Practices are critical for every successful individual and company. This workshop delivers many practical and new Maintenance and Reliability Best Practices concepts and tools. You will discuss these concepts and practice using practical tools in case studies and discussion groups. The costs associated with equipment downtime and reduced production can be significant. Learning how to effectively manage all aspects of your industrial facility is a must.This workshop is a combination of instructor lead topic areas and class discussions. Interactive discussions will allow you to hear and learn best in class applications relating to maintenance planning and cost management strategies. You will have the opportunity to ask lots of questions in order to consider how best to apply these tools and techniques in your organization.

Day 4 - Ensuring the Continuity of the Value-based Process

Maintenance & Reliability Best Practices are critical for every successful individual and company. This workshop delivers many practical and new Maintenance and Reliability Best Practices concepts and tools. You will discuss these concepts and practice using practical tools in case studies and discussion groups. The costs associated with equipment downtime and reduced production can be significant. Learning how to effectively manage all aspects of your industrial facility is a must.This workshop is a combination of instructor lead topic areas and class discussions. Interactive discussions will allow you to hear and learn best in class applications relating to maintenance planning and cost management strategies. You will have the opportunity to ask lots of questions in order to consider how best to apply these tools and techniques in your organization.

The European Quality of Training and Management Consulting relies on advanced methodology in developing skills and enhancing the effectiveness of human resources. The company adopts modern methods to achieve these goals. In order to achieve its objectives, European Quality follows the following steps in a precise and professional manner:

  • Lectures and Visual Presentations:
    • Theoretical lectures are presented through PowerPoint presentations, videos, and short films, providing a comprehensive and enjoyable learning experience.
  • Scientific Assessment:
    • Trainees are thoroughly assessed before and after the training program to ensure the desired objectives are achieved and to provide necessary guidance.
  • Brainstorming and Role-playing:
    • Innovation and problem-solving are encouraged through brainstorming sessions and role playing experiences.
  • Practical Cases:
    • Practical learning is emphasized through cases relevant to the subject matter and the nature of work for the trainees, contributing to the development of practical skills.
  • Final Evaluation and Certificates:
    • A comprehensive assessment is conducted at the end of the program. Trainees are awarded attendance and participation certificates recognized by the European Quality Training and Management Consultancy , provided they have completed at least 80% of the program days.
  • Training Materials:
    • Professional trainers and experts in various fields create scientific and practical training materials, which are printed and retained, and distributed on CD or flash drives to ensure easy access to the content.
  • Post-Training Follow-up:
    • European Quality Training and Management Consultancy provides continuous support after the training program. This support includes additional consultancy sessions or workshops to ensure the continuity of learning and the application of acquired skills in the working environment.
  • Customized Training Programs:
    • Training programs are designed to meet the needs of individual companies and institutions. Client needs are carefully analyzed to ensure that the training content aligns with their specific objectives and achieves the desired impact.
  • Utilizing Technology:
    • Training incorporates modern techniques such as online platforms and distance learning to provide flexible and effective learning experiences. Participants can access educational resources online and engage in discussions and online workshops.
  • Specialized Trainers:
    • Trainers and lecturers are carefully selected to ensure they have high expertise in their fields. Experience and professionalism are added to the training to ensure the delivery of high-quality content and effective learning experiences.
  • Encouraging Participation:
    • European Quality Training and Management Consultancy encourages active participation and interaction during training sessions. Interactive activities such as group discussions and collective exercises are organized to stimulate effective participation in the learning process.
  • Focus on Personal Transformation:
    • Participants are encouraged to think critically and develop problem-solving skills and decision making abilities. They are guided towards achieving personal and professional transformation, leading to improved performance in their work areas.
  • Continuous Assessment:
    • Continuous assessments are provided to evaluate participants performance and their understanding of the training materials. This assessment is used to modify the training program if necessary and ensure the desired results are achieved.
  • Terms and Conditions:
    • Terms and conditions apply to all training programs. It is assumed that registering for any training program implies the participants agreement to these terms, including registration, payment, and cancellation policies.
  • Prices and Discounts:
    • It is noted that the prices displayed on the website do not include a 5% value added tax. All prices are subject to discounts according to the companys policies.

European Quality Training and Management Consultancy of Training and Management Consulting reserves the right to change the location of the training program, change the accredited lecturers for program delivery, hold, or cancel the program in line with the companys vision and program conditions and our quality policy.

European Quality Training and Management Consultancy is certified

ISO 9001-2015

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