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.
This program provides an introduction to finance and accounting for those who have no prior knowledge of this business area. It is designed to train the participants to support operational and financial processes. Those attending this course will gain a clear understanding of the essential terminology of finance and accounting. They will also learn the principles and techniques of accounting systems through practical examples and exercises.
The overall aim of the program is to ensure that those who attend will be able to perform more effectively and efficiently within the workplace.
Document control and record management should play an important role in identity and access management by protecting sensitive documents from exposure to the wrong parties. They should also support simplified access when needed by allowing authorized parties to quickly search, find, and retrieve archived and active documents. This course provides a strong understanding of the concepts of Document Control and Records Management and develops the requirements to help Document Controllers, Records Managers, and other staff improve the control of critical documents across the organization. Using best practice and time-proven methodologies and techniques, the course enables participants to understand and implement key document control methods and improvement plans, and to understand the impact of wider information management issues and challenges.
Organizations typically start using electronic document management systems to transform paper-based operations after reaching an internal tipping point in which customer response times become too slow, departments don’t have enough bandwidth to solve recurring process bottlenecks, paper archiving becomes too costly or large-scale regulatory risks are exposed during a data breach or compliance fines.
For organizations that have defined but resource-intensive business processes, EDMS is an ideal fit. Document management helps organizations across industries sidestep this busy work entirely by eliminating manual document maintenance, reclaiming valuable staff time, and boosting the bottom-line.
The best leaders thoroughly understand themselves. Time and time again, research has shown that self-awareness and self-direction are two essential factors in leadership effectiveness. As leaders gain a better sense of themselves and a clearer plan to self-actualization.
Mastering the inter-related skills of communication, negotiation, and presentation is the key to success both for individuals building their careers and for the organizations in which they work. Drawing on classical learning, psycho-linguistic research, and ideas associated with NLP and Emotional Intelligence, this highly interactive and hands-on program helps participants explore and practice the principles and techniques they need to be effective communicators, negotiators, and presenters. Most importantly, it focuses on helping them apply these skills in the workplace as part of a process of continuous learning.