Artificial Intelligence is the ability to rationally act and think. Applied AI is achieved when one can think and act/react in daily business. Artificial Intelligence has invaded everywhere both in personal and business life. It achieves pleasing results without costing excess effort or money. It is a must now to know how wisely to manage business operations, and be able to deliver them in the most optimized and efficient fashion. In this course, the essential concepts of artificial intelligence are being demonstrated as well as how and when to employ them. Machine Learning (ML) is one of the most popular applications of Artificial Intelligence (AI), and it is currently sweeping the globe, allowing computers to do tasks formerly performed by humans.
It bridges the gap between market buzz about Big Data and business realities. It documents real-world usage and ROI of Big Data, delineates successes and failures of Big Data, and the reasons for both. It discusses the pros and cons of various organizational structures for Big Data and Analytics teams. In short, the course peels away the complexities surrounding Big Data, boiling it down to the essence that managers need to know to make optimal decisions about the use, resourcing, risks, and value of Big Data
At the end of this course the participants will be able to:
Develop necessary AI and Understand how to plan and analyze using logic
Explain how to imitate human in clustering and classification
Understand how to design a Machine Learning based applications
Analysis and Design AI Applications and Identify the key products in the big data platforms and describe their functional role.
Describe the concepts of big data and Identify the business implications of big data for an organization.
Describe the role of Hadoop and its use in the Big Data platform and the concepts of big data.
Identify the business implications of big data for an organization and describe their functional role.
Develop a deeper understanding of what big data means to your organization.
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.
Quality, Safety, Reliability and Security officers
Project Managers and Executive Managers
Marketing Managers
Instrumentation, process, systems, electrical and mechanical Engineers
Finance, Budget-planner, Decision takers and Policymakers
Programming for problem-solving
Application-based programming with Python.
OOPS, using JAVA.
Data Structures using C.
Database Management System.
Pattern Recognition.
Computational learning theory.
Business Analysts.
CIO/CTO.
Configuration Consultant.
Data Center Manager.
Database Administrators.
IT Director.
Systems Architects.
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
Introduction to Agents
Different Types of Agents
Knowledge-base and Database
Logic Reasoning
Unification
Deduction Processes
Supervised and Unsupervised Learning
Classification and Clustering
Artificial Neural Networks
Learn by Examples
Object Recognition
Features and Classes
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
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
What is Big Data?
Business Challenges and Getting Fast Answers to New Questions.
Industry Examples.
Building Your Big Data Strategy.
A General Look at Big Data Systems.
Big Data Solution.
NoSQL Database Hadoop.
Distributed File System.
In-Database Analytics Platform.
What is a Key-Value Store?
Why Would I Need a NoSQL Database?
Using NoSQL Database to Run a Website.
What is Hadoop?
Interacting with HDFS.
MapReduce.
Using Hive to Transform Data.
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.
We all operate in an increasingly complex commercial and professional environment that requires us to negotiate on a daily basis not only with customers, clients, suppliers and contractor, but also with managers, fellow employees and colleagues within our own organisation.
‘Mastering Negotiation Skills’ is a five-day course designed to explain the negotiation process in detail and demonstrate how to use it effectively, giving delegates the negotiation skills and strategies they need to succeed in today’s challenging commercial environment.
The ability to negotiate effectively and manage conflict is one of the most valuable skill sets we can develop within our organization. Not only does developing these skills allow us to negotiate better deals by creating and then claiming value, but it also enables us to manage teams more expertly, interact more constructively with colleagues and manage conflict effectively.
This course provides both a comprehensive strategic analysis of the negotiation process as well as the essential tools for planning and managing every negotiation. Delegates will learn to negotiate excellent outcomes both externally with suppliers, contractors, and customers but also internally within your organization between colleagues, departments, and managers.
One of the major keys to success in the business world is being able to apply “discipline” to your life and actions! This is the key to developing personal effectiveness and professional excellence.
This training course will provide professionals with the knowledge, skills, and attitudes required to manage and lead teams and organizations before, during, and after a crisis or emergency. All leaders are sooner or later confronted with the need to lead and manage their team or organization during a crisis or emergency. The leadership skills and competencies that are required in these demanding circumstances are much more challenging for the leader than normal everyday leadership. This course will also cover the basics of the COVID 19 Virus currently impacting the world. Most of our lives are a combination of work, family, and community involvement. A pandemic can affect all of these areas. Being informed and knowing what to do during a pandemic can help minimize the impact.
This course is designed for IT professionals who are looking to take on the role of Chief Information Security Officer (CISO) in an organization. The course will cover key concepts and skills in information security, including risk management, security governance, incident response, and compliance.
A five-day course on the practical aspects of piping and pipeline design, integrity, maintenance, and repair. The participants will obtain an in-depth understanding of the ASME B31 code rules and API standards, their technical basis, and practical application to field conditions.