Advanced Artificial Intelligence and Big Data
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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
Advanced Artificial Intelligence and Big Data
Introduction :
The Advanced Artificial Intelligence and Big Data training program delves into cutting-edge techniques in AI and big data analytics. Participants explore advanced topics like machine learning algorithms and big data processing frameworks. Through theory and hands-on exercises, individuals develop expertise to derive insights and innovate across domains.
Course Objectives :
At the end of this course, the participants will be able to :
- Develop a deeper understanding of what big data means to your organization.
- Understand how to plan and analyze using logic to design Machine Learning-based applications.
- Explain how to imitate human in clustering and classification for AI applications.
- Identify the key products in the big data platforms and describe their functional role.
- Describe the role of Hadoop and its use in the Big Data platform, along with the concepts of big data.
- Walk away with more knowledge about the role of the platform and its components, including NoSQL Database, Hadoop Distributed File System, Data Mining, and Big Data Connectors.
Targeted Audience :
- Database management system.
- Data structures, Systems architects, and Marketing managers.
- Chief Information Officer (CIO) / Chief Technology Officer (CTO).
- Finance, budget planners, decision-makers, and policymakers.
- Quality, safety, reliability, and security officers.
- Application-based programming with Python.
- Object-oriented programming using Java.
- Project managers and executive managers.
- Instrumentation, process, systems, electrical, and mechanical engineers.
- Programming for problem-solving.
Course Outlines :
Unit 1 : An Overview of Artificial Intelligence:
- Introduction to AI and Success Stories.
- Human Intelligence vs Artificial Intelligence.
- History of AI, Intelligent Agents and Their Roles.
- Limits of Artificial Intelligence.
- Intelligent Decision Making .
Unit 2 : Intelligent Agents:
- Introduction to Agents.
- Different Types of Agents.
- Knowledge-base and Database.
- Logic Reasoning.
- Unification.
- Deduction Processes.
Unit 3 : Machine Learning:
- Supervised and Unsupervised Learning.
- Classification and Clustering.
- Artificial Neural Networks.
- Learn by Examples.
- Object Recognition.
- Features and Classes.
Unit 4 : Fuzzy Logic:
- Introduction to Fuzzy Thinking.
- Fuzziness vs Probability.
- Fuzzy set and Fuzzy Rules.
- Importance of Fuzzy logic and A real example of Fuzzy Controllers.
- Building a Tiny Machine Learning Application.
Unit 5 : Genetic Algorithm:
- Overview of Genetic Algorithms.
- The Need for Optimization, Maximization, and Minimization.
- How GA Work and Evolve.
- Genetic Algorithm Chromosomes, Genes, Selection, Mutation, and Crossover.
- Dimension to Use Genetic Algorithm.
- Real Genetic Algorithm Examples to Optimize Business Processes.
Unit 6 : Big Data at Work:
- What is Big Data?
- Business Challenges and Getting Fast Answers to New Questions.
- Industry Examples.
- Building Your Big Data Strategy.
Unit 7 : Building a Big Data System:
- A General Look at Big Data Systems.
- Big Data Solution.
- NoSQL Database Hadoop.
- Distributed File System.
- In-Database Analytics Platform.
Unit 8 : Building a Big Data System Using NoSQL Database:
- What is a Key-Value Store?
- Why Would I Need a NoSQL Database?
- Using NoSQL Database to Run a Website.
Unit 9 : Using Hadoop and Hive to Store and Transform Data:
- What is Hadoop?
- Interacting with HDFS.
- MapReduce.
- Using Hive to Transform Data.
Unit 10 : Integrating Hadoop Data into:
- Big Data Connectors.
- Data Integrator Working on Hadoop Data and Transforming Data in ODI.
- Using Advanced Analytics to my Data.
- Mining Database Data with R Enterprise and Mining Hadoop Data with R Connector for Hadoop Creating.
- Real-Time Similarity Scores with Data Mining.
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. 9001/2015 from the English international company UKAS .. 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.
