Strategic Business, IT, Planning, Deployment, & Management Courses


Artificial Intelligence (AI) and Machine Learning (ML)

Introduction:

This Artificial Intelligence (AI) and Machine Learning (ML) training course delves into advanced concepts, techniques, and applications, providing participants with a comprehensive understanding. Participants will gain insights into the benefits of AI and machine learning and how these technologies can be applied to solve real-world problems.

Designed for experienced professionals in the field, it will cover state-of-the-art developments, research trends, and practical implementations in AI and ML. The Artificial Intelligence (AI) and Machine Learning (ML) course will equip participants with the artificial intelligence and machine learning skills needed to become specialists in the current market.

This Artificial Intelligence (AI) and Machine Learning (ML) training provides participants with knowledge of the AI and ML tools to design sophisticated predictive models. They will learn artificial intelligence and machine learning in the context of processing and understanding human language, leveraging the latest advancements in NLP.

This course introduces the fundamentals of artificial intelligence and machine learning in accounting and finance, outlining current applications and future trends. Participants will explore the various artificial intelligence and machine learning solutions designed for deploying models in a production environment.

Discusses the ethical considerations and legal aspects integral to AI and ML and projects the future trends in artificial intelligence and machine learning that specialists should anticipate. For those interested, there are internships and further information on obtaining a certificate course in artificial intelligence and machine learning master's.

Targeted Groups:

  • Data Scientists.
  • AI and ML Engineers.
  • Researchers in AI and ML.
  • IT Professionals are seeking advanced knowledge in AI and ML.
  • Advanced Computer Science Students.
  • Industry Professionals are aiming to implement AI/ML solutions.

Course Objectives:

At the end of this Artificial Intelligence (AI) and Machine Learning (ML) course, the participants will be able to:

  • Understand and apply advanced AI and ML algorithms.
  • Implement and optimize complex models and architectures.
  • Analyze and interpret large datasets using AI and ML techniques.
  • Integrate AI and ML solutions into existing systems.
  • Stay updated with the latest trends and research in AI and ML.

Targeted Competencies:

Participants' competencies in this Artificial Intelligence (AI) and Machine Learning (ML) training will:

  • Advanced algorithm design and implementation.
  • Data analysis and visualization.
  • Model optimization and performance tuning.
  • AI/ML integration and deployment.
  • Research and development in AI/ML.

Course Content:

Unit 1: Advanced Machine Learning Algorithms:

  • Deep Learning Architectures.
  • Convolutional Neural Networks (CNNs).
  • Recurrent Neural Networks (RNNs).
  • Generative Adversarial Networks (GANs).
  • Ensemble Methods.
  • Bagging and Boosting.
  • Random Forests.
  • Gradient Boosting Machines.
  • Reinforcement Learning.
  • Q-Learning.
  • Policy Gradients.
  • Deep Reinforcement Learning.

Unit 2: Natural Language Processing (NLP):

  • Text Preprocessing Techniques.
  • Tokenization.
  • Lemmatization and Stemming.
  • Advanced NLP Models.
  • Transformers (e.g., BERT, GPT).
  • Seq2Seq Models.
  • Applications of NLP.
  • Sentiment Analysis.
  • Machine Translation.
  • Text Summarization.

Unit 3: AI in Accounting and Finance:

  • Overview of AI and its evolution in accounting and finance.
  • Key concepts and terminologies in AI.
  • Importance of AI in modern financial practices.
  • Benefits and challenges of AI adoption in finance.
  • Current trends and future outlook of AI in the industry.

Unit 4: Model Deployment and Production:

  • Model Serving and Monitoring.
  • Deploying Models with TensorFlow Serving.
  • Monitoring Model Performance.
  • Scalability and Performance.
  • Distributed Computing with Spark.
  • Parallel Processing Techniques.
  • AI/ML in the Cloud.
  • AWS SageMaker.
  • Google AI Platform.

Unit 5: Ethics and Future Trends in AI/ML:

  • Ethical AI and Bias Mitigation.
  • Fairness in AI.
  • Bias Detection and Correction.
  • Legal and Societal Impacts.
  • AI Regulations.
  • Societal Implications of AI.
  • Future Directions and Research.
  • Quantum Computing in AI.
  • Neuromorphic Computing.

Dubai (UAE)
09 - 13 Feb 2025
4900 Euro
Sharm El-Sheikh (Egypt)
16 - 20 Feb 2025
5500 Euro
Istanbul (Turkey)
16 - 20 Feb 2025
5500 Euro
Manama (Bahrain)
16 - 20 Feb 2025
5500 Euro
Barcelona (Spain)
17 - 21 Feb 2025
5900 Euro
Kuala Lumpur (Malaysia)
23 - 27 Feb 2025
4900 Euro
Madrid (Spain)
24 - 28 Feb 2025
5900 Euro
Amman (Jordan)
02 - 06 Mar 2025
4000 Euro
London (UK)
03 - 07 Mar 2025
5800 Euro
Madrid (Spain)
03 - 07 Mar 2025
5900 Euro
Barcelona (Spain)
10 - 14 Mar 2025
5900 Euro
Rome (Italy)
10 - 14 Mar 2025
6900 Euro
Online
16 - 20 Mar 2025
2900 Euro
London (UK)
17 - 21 Mar 2025
5800 Euro
Kuala Lumpur (Malaysia)
30 Mar - 03 Apr 2025
4900 Euro
Istanbul (Turkey)
30 Mar - 03 Apr 2025
5500 Euro
Online
30 Mar - 03 Apr 2025
2900 Euro
London (UK)
31 Mar - 04 Apr 2025
5800 Euro
Istanbul (Turkey)
06 - 10 Apr 2025
5500 Euro
Dubai (UAE)
13 - 17 Apr 2025
4900 Euro
Amman (Jordan)
13 - 17 Apr 2025
4000 Euro
London (UK)
14 - 18 Apr 2025
5800 Euro
Cairo (Egypt)
20 - 24 Apr 2025
4000 Euro
Istanbul (Turkey)
20 - 24 Apr 2025
5500 Euro
Paris (France)
21 - 25 Apr 2025
5900 Euro
Barcelona (Spain)
28 Apr - 02 May 2025
5900 Euro
London (UK)
05 - 09 May 2025
5800 Euro
Paris (France)
05 - 09 May 2025
5900 Euro
Amsterdam (Netherlands)
05 - 09 May 2025
5900 Euro
Cairo (Egypt)
11 - 15 May 2025
4000 Euro
Dubai (UAE)
18 - 22 May 2025
4900 Euro
Cairo (Egypt)
18 - 22 May 2025
4000 Euro
London (UK)
19 - 23 May 2025
5800 Euro
Barcelona (Spain)
19 - 23 May 2025
5900 Euro
Rome (Italy)
19 - 23 May 2025
6900 Euro
Madrid (Spain)
19 - 23 May 2025
5900 Euro
Online
25 - 29 May 2025
2900 Euro
Amsterdam (Netherlands)
26 - 30 May 2025
5900 Euro
Kuala Lumpur (Malaysia)
01 - 05 Jun 2025
4900 Euro
Dubai (UAE)
08 - 12 Jun 2025
4900 Euro
Amman (Jordan)
08 - 12 Jun 2025
4000 Euro
Barcelona (Spain)
09 - 13 Jun 2025
5900 Euro
Sharm El-Sheikh (Egypt)
15 - 19 Jun 2025
5500 Euro
Online
15 - 19 Jun 2025
2900 Euro
Kuala Lumpur (Malaysia)
22 - 26 Jun 2025
4900 Euro
Paris (France)
23 - 27 Jun 2025
5900 Euro
Amsterdam (Netherlands)
23 - 27 Jun 2025
5900 Euro
Manama (Bahrain)
06 - 10 Jul 2025
5500 Euro
Sharm El-Sheikh (Egypt)
13 - 17 Jul 2025
5500 Euro
Kuala Lumpur (Malaysia)
20 - 24 Jul 2025
4900 Euro

Strategic Business, IT, Planning, Deployment, & Management Courses
Artificial Intelligence (AI) and Machine Learning (ML) (B)

 

Mercury dynamic schedule is constantly reviewed and updated to ensure that every category is being addressed at least once a month, if not once every week. Please check the training courses listed below and if you do not find the subject you are interested in, email us or give us a call and we will do our best to assist.