Thanks to this 100% online Postgraduate Certificate, you will make the most informed financial decisions through technical analysis supported by Artificial Intelligence”

Why Study at TECH?

TECH is the world's largest 100% online business school. It is an elite business school, with a model based on the highest academic standards. A world-class center for intensive managerial skills education.   

TECH is a university at the forefront of technology, and puts all its resources at the student's disposal to help them achieve entrepreneurial success"

At TECH Global University

Innovation

The university offers an online learning model that balances the latest educational technology with the most rigorous teaching methods. A unique method with the highest international recognition that will provide students with the keys to develop in a rapidly-evolving world, where innovation must be every entrepreneur’s focus.

"Microsoft Europe Success Story", for integrating the innovative, interactive multi-video system. 

The Highest Standards

Admissions criteria at TECH are not economic. Students don't need to make a large investment to study at this university. However, in order to obtain a qualification from TECH, the student's intelligence and ability will be tested to their limits. The institution's academic standards are exceptionally high...  

95% of TECH students successfully complete their studies.

Networking

Professionals from countries all over the world attend TECH, allowing students to establish a large network of contacts that may prove useful to them in the future.  

100,000+ executives prepared each year, 200+ different nationalities.

Empowerment

Students will grow hand in hand with the best companies and highly regarded and influential professionals. TECH has developed strategic partnerships and a valuable network of contacts with major economic players in 7 continents.  

500+ collaborative agreements with leading companies.

Talent

This program is a unique initiative to allow students to showcase their talent in the business world. An opportunity that will allow them to voice their concerns and share their business vision. 

After completing this program, TECH helps students show the world their talent.

Multicultural Context

While studying at TECH, students will enjoy a unique experience. Study in a multicultural context. In a program with a global vision, through which students can learn about the operating methods in different parts of the world, and gather the latest information that best adapts to their business idea.

TECH students represent more than 200 different nationalities.  

Learn with the best

In the classroom, TECH’s teaching staff discuss how they have achieved success in their companies, working in a real, lively, and dynamic context. Teachers who are fully committed to offering a quality specialization that will allow students to advance in their career and stand out in the business world. 

Teachers representing 20 different nationalities. 

TECH strives for excellence and, to this end, boasts a series of characteristics that make this university unique:   

Analysis

TECH explores the student’s critical side, their ability to question things, their problem-solving skills, as well as their interpersonal skills.  

Academic Excellence

TECH offers students the best online learning methodology. The university combines the Relearning method (postgraduate learning methodology with the best international valuation) with the Case Study. Tradition and vanguard in a difficult balance, and in the context of the most demanding educational itinerary. 

TECH is the world’s largest online university. It currently boasts a portfolio of more than 10,000 university postgraduate programs. And in today's new economy, volume + technology = a ground-breaking price. This way, TECH ensures that studying is not as expensive for students as it would be at another university.   

At TECH, you will have access to the most rigorous and up-to-date case analyses in academia” 

The Postgraduate certificate in Technical Analysis of Financial Markets with Artificial Intelligence is a high-intensity program that is taught in a convenient 100% online mode, adapting to the schedules and circumstances of students. Through this learning, this academic experience will lay the foundations for the professional success of graduates.  

You will implement continuous market monitoring systems to detect significant patterns early and adjust strategies with immediacy”

Syllabus

TECH Global University's Postgraduate certificate in Technical Analysis of Financial Markets with Artificial Intelligence is a curriculum designed for professionals to successfully overcome any challenge in the financial sector. 

The program will delve into issues ranging from the implementation of interactive graphics with specialized software (such as Plotly, Matplotlib or Scikit-learn) or financial pattern recognition to algorithmic trading with TensorFlow. At the same time, the syllabus will delve into the construction of simulation models based on sophisticated Machine Learning techniques. In this way, experts will be able to predict market volatility and use this information to optimize investment portfolios. 

It should be noted that the program will be complemented with different multimedia teaching resources, including specialized readings, explanatory videos and case studies. Students will be able to access them conveniently at any time of the day, from an electronic device with an Internet connection.  This way, they will not have to invest long hours in memorization and will obtain a much more effective update.

This Postgraduate certificate is developed over 6 weeks and is structured into 1 module: 

Module 1. Technical Analysis of Financial Markets with Artificial Intelligence

Where, When and How is it Taught?

TECH offers the possibility to develop this Postgraduate certificate in Technical Analysis of Financial Markets with Artificial Intelligence completely online. During the 6 weeks of the specialization, the student will be able to access all the contents of this program at any time, which will allow them to self-manage their study time.

Module 1. Technical Analysis of Financial Markets with Artificial Intelligence

1.1. Analysis and Visualization of Technical Indicators with Plotly and Dash

1.1.1. Implementation of Interactive Charts with Plotly
1.1.2. Advanced Visualization of Time Series with Matplotlib
1.1.3. Creating Real-Time Dynamic Dashboards with Dash

1.2. Optimization and Automation of Technical Indicators with Scikit-learn

1.2.1. Automation of Indicators with Scikit-learn
1.2.2. Optimization of Technical Indicators
1.2.3. Creating Personalized Indicators with Keras

1.3. Financial Pattern Recognition with CNN

1.3.1. Using CNN in TensorFlow to Identify Patterns in Charts
1.3.2. Improving Recognition Models with Transfer Learning Techniques
1.3.3. Validation of Recognition Models in Real-Time Markets

1.4. Quantitative Trading Strategies with QuantConnect

1.4.1. Building Algorithmic Trading Systems with QuantConnect
1.4.2. Backtesting Strategies with QuantConnect
1.4.3. Integrating Machine Learning into Trading Strategies with QuantConnect

1.5. Algorithmic Trading with Reinforcement Learning Using TensorFlow

1.5.1. Reinforcement Learning for Trading
1.5.2. Creating Trading Agents with TensorFlow Reinforcement Learning
1.5.3. Simulating and Tuning Agents in OpenAI Gym

1.6. Time Series Modeling with LSTM in Keras for Price Forecasting

1.6.1. Applying LSTM to Price Forecasting
1.6.2. Implementing LSTM Models in Keras for Financial Time Series
1.6.3. Optimization and Parameter Fitting in Time Series Models

1.7. Application of Explainable Artificial Intelligence (XAI) in Finance

1.7.1. Applicability of XAI in Finances
1.7.2. Applying LIME to Trading Models
1.7.3. Using SHAP for Feature Contribution Analysis in Artificial Intelligence Decisions

1.8. High-Frequency Trading (HFT) Optimized with Machine Learning Models

1.8.1. Developing ML Models for HFT
1.8.2. Implementing HFT Strategies with TensorFlow
1.8.3. Simulation and Evaluation of HFT in Controlled Environments

1.9. Volatility Analysis Using Machine Learning

1.9.1. Applying Intelligent Models to Predict Volatility
1.9.2. Implementing Volatility Models with PyTorch
1.9.3. Integrating Volatility Analysis into Portfolio Risk Management

1.10. Portfolio Optimization with Genetic Algorithms

1.10.1. Fundamentals of Genetic Algorithms for Investment Optimization in Markets
1.10.2. Implementing Genetic Algorithms for Portfolio Selection
1.10.3. Evaluation of Portfolio Optimization Strategies

This program gives you the opportunity to update your knowledge in a real scenario, with the maximum scientific rigor of an institution at the forefront of technology”