University certificate
The world's largest artificial intelligence faculty”
Description
Thanks to this 100% online Postgraduate certificate, you will apply Artificial Intelligence models in Strategic Planning and Decision Making based on data”
A recent report by the Organization for Economic Cooperation and Development shows that companies that incorporate Artificial Intelligence technologies in their decision making process show greater resilience to economic crises. This is because these tools offer professionals the opportunity to forecast trends, manage risks and achieve significant competitive advantages. Therefore, experts need to keep abreast of the latest innovations in this area in order to address market uncertainty more effectively and provide an agile, data-driven response.
To facilitate this task, TECH implements a pioneering program in Strategic Planning and Decision Making with Artificial Intelligence. The academic itinerary will delve into subjects ranging from the use of genetic algorithms to optimize portfolios or scenario analysis with Monte Carlo simulations to the application of Deep Learning techniques to analyze markets. Along the same lines, the syllabus will delve into the monitoring of competition using NLP and Machine Learning. This will allow students to identify emerging trends in consumer behavior to anticipate possible changes and adjust their financial strategies.
In terms of methodology, this university program is based on the innovative Relearning learning system, powered by TECH. Thanks to this, graduates will reduce the hours of study and will solidly consolidate the concepts addressed throughout this academic itinerary. The only thing professionals will need is a device with an Internet connection (smartphone, computer or tablet) to access the virtual platform and the most dynamic didactic resources in the academic market.
You will increase your knowledge through real cases and resolution of complex situations in simulated learning environments”
This Postgraduate certificate in Strategic Planning and Decision Making with Artificial Intelligence contains the most complete and up-to-date program on the market. The most important features include:
- Development of practical cases presented by experts in Artificial Intelligence
- The graphic, schematic, and practical contents with which they are created, provide practical information on the disciplines that are essential for professional practice
- Practical exercises where the self-assessment process can be carried out to improve learning
- Its special emphasis on innovative methodologies
- Theoretical lessons, questions to the expert, debate forums on controversial topics, and individual reflection assignments
- Content that is accessible from any fixed or portable device with an Internet connection
Are you looking to use AI-based predictive models to identify risks associated with strategic decisions? Get it with this university program”
The program’s teaching staff includes professionals from the industry who contribute their work experience to this program, as well as renowned specialists from leading societies and prestigious universities.
The multimedia content, developed with the latest educational technology, will provide the professional with situated and contextual learning, i.e., a simulated environment that will provide immersive education programmed to learn in real situations.
This program is designed around Problem-Based Learning, whereby the professional must try to solve the different professional practice situations that arise during the course. For this purpose, students will be assisted by an innovative interactive video system created by renowned and experienced experts.
The characteristic Relearning system of this program will allow you to learn at your own pace without depending on external teaching constraints"
You will delve into the use of TensorFlow and Keras to model market trends"
Syllabus
The study plan will analyze the implementation of Monte Carlo simulations with Python for risk analysis, which will allow students to model uncertainty in key financial variables such as income, costs or interest rates. Likewise, the syllabus will delve into aspects such as the use of genetic algorithms for portfolio optimization, the development of market strategies with TensorFlow and even the monitoring of competition using Machine Learning. Therefore, graduates will obtain advanced skills to apply Artificial Intelligence models in Strategic Decision Making.
You will use Artificial Intelligence tools to maximize efficiency in the allocation of financial resources and improve the profitability of organizations”
Module 1. Strategic Planning and Decision Making with Artificial Intelligence
1.1. Predictive Modeling for Strategic Planning with Scikit-Learn
1.1.1. Building Predictive Models with Python and Scikit-Learn
1.1.2. Application of Regression Analysis in Project Evaluation
1.1.3. Validation of Predictive Models Using Cross-Validation Techniques in Python
1.2. Scenario Analysis with Monte Carlo Simulations
1.2.1. Implementation of Monte Carlo Simulations with Python for Risk Analysis
1.2.2. Use of AI for the Automation and Improvement of Scenario Simulations
1.2.3. Interpretation and Application of Results for Strategic Decision Making
1.3. Investment Appraisal using IA
1.3.1. IA Techniques for the Valuation of Assets and Companies
1.3.2. Machine Learning Models for Value Estimation with Python
1.3.3. Case Analysis: Use of AI in the Valuation of Technology Startups
1.4. Optimization of Mergers and Acquisitions with Machine Learning and TensorFlow
1.4.1. Predictive Modeling to Evaluate M&A Synergies with TensorFlow
1.4.2. Simulation of Post-M&A Integrations with AI Models
1.4.3. Use of NLP for Automated due Diligence Analysis
1.5. Portfolio Management with Genetic Algorithms
1.5.1. Use of Genetic Algorithms for Portfolio Optimization
1.5.2. Implementation of Selection and Allocation Strategies with Python
1.5.3. Analyzing the Effectiveness of Portfolios Optimized by AI
1.6. Artificial Intelligence for Succession Planning
1.6.1. Use of AI for Talent Identification and Development
1.6.2. Predictive Modeling for Succession Planning using Python
1.6.3. Improvements in Change Management using AI Integration
1.7. Market Strategy Development with AI and TensorFlow
1.7.1. Application of Deep Learning Techniques for Market Analysis
1.7.2. Use of TensorFlow and Keras for Market Trend Modeling
1.7.3. Development of Market Entry Strategies Based on AI Insights
1.8. Competitiveness and Competitive Analysis with AI and IBM Watson
1.8.1. Competitor Monitoring using NLP and Machine Learning
1.8.2. Automated Competitive Analysis with IBM Watson
1.8.3. Implementation of Competitive Strategies Derived from AI Analysis
1.9. AI-Assisted Strategic Negotiations
1.9.1. Application of IA Models in the Preparation of Negotiations
1.9.2. Use of IA-Based Negotiation Simulators for Training Purposes
1.9.3. Evaluation of the Impact of IA on Negotiation Results
1.10. Implementation of IA Projects in Financial Strategy
1.10.1. Planning and Management of IA Projects
1.10.2. Use of Project Management Tools Such as Microsoft Project
1.10.3. Presentation of Case Studies and Analysis of Success and Learning
Give a quality boost to your professional career by incorporating the latest trends in Strategic Planning and Decision Making with Artificial Intelligence”
Postgraduate Certificate in Strategic Planning and Decision Making with Artificial Intelligence
Strategic planning is a key element for the success of any organization, and in the digital era, the incorporation of artificial intelligence (AI) has transformed the way companies design their strategies. Under this premise, TECH Global University developed this Postgraduate Certificate in Strategic Planning and Decision Making with Artificial Intelligence. A 100% online program that will provide the knowledge and tools necessary to apply AI in the strategic process, improving the ability to anticipate and adapt to market challenges. The syllabus covers a series of topics that will allow you to use AI as a decisive tool in strategic planning. Among the contents of the syllabus are the analysis of massive data (big data) to identify market opportunities, the use of machine learning algorithms to foresee consumer trends or behaviors, and the implementation of automated systems for data-driven decision making.
Optimize decision making with AI
In a business environment where adaptability is essential, knowledge in strategic planning supported by artificial intelligence becomes a competitive advantage. Thanks to this program, you will master risk management through predictive models and the design of business strategies that maximize organizational performance. In addition, you will learn to evaluate the impact of different strategic decisions in real time, using advanced simulations. This specialization will allow you to improve efficiency and effectiveness in companies, as well as to develop solid strategies based on accurate information. In short, this Postgraduate Certificate represents an excellent opportunity to successfully lead strategic projects in the digital era, making the most of the potential of artificial intelligence. Register now and boost your career growth!