Modelling A.I. in Economics

Skillful Craftsman (EDTK): Building a Legacy of Innovation in Education Technology

Outlook: EDTK Skillful Craftsman Education Technology Limited Ordinary Share is assigned short-term Ba3 & long-term Ba3 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Buy
Time series to forecast n: for Weeks2
ML Model Testing : Modular Neural Network (News Feed Sentiment Analysis)
Hypothesis Testing : Lasso Regression
Surveillance : Major exchange and OTC

1The accuracy of the model is being monitored on a regular basis.(15-minute period)

2Time series is updated based on short-term trends.

Key Points

  • Increased demand for online learning: Skillful Craftsman's digital platform may see higher usage as more individuals seek online education options.
  • Expansion into new markets: The company's international expansion plans could drive revenue growth and strengthen its position in the global education technology industry.
  • Growing partnerships with educational institutions: Skillful Craftsman's collaboration's with schools and organizations could expand its reach and enhance its reputation.


Skillful Craftsman Education Technology Limited is a company primarily engaged in the provision of online education services in the People's Republic of China. The company's services consist of online vocational training and employment placement services. It offers training courses in a variety of fields, including information technology, manufacturing, and healthcare.

The company also provides employment placement services to its graduates, helping them to find jobs in their chosen field. Skillful Craftsman Education Technology Limited was founded in 2014 and is headquartered in Beijing, China.


EDTK Stock Prediction: Unveiling the Future of Skillful Craftsman Education Technology Limited

Skillful Craftsman Education Technology Limited (EDTK) is a leading provider of online education solutions, offering a diverse range of courses and programs in various fields. As a group of data scientists and economists, we aim to develop a machine learning model capable of predicting the future performance of EDTK's Ordinary Share (EDTK) stock. By leveraging historical data and advanced algorithms, we seek to provide insights into the potential trajectory of EDTK's stock price, helping investors make informed decisions.

Our machine learning model will be built using a comprehensive dataset encompassing historical stock prices, economic indicators, market trends, and company-specific metrics. We will employ a combination of supervised and unsupervised learning techniques to identify patterns and relationships within the data. By training the model on this extensive dataset, we aim to calibrate its parameters to capture the complex dynamics of the financial markets and accurately forecast EDTK's stock price movements.

The ultimate goal of our machine learning model is to provide valuable insights to investors seeking to navigate the intricacies of the stock market. Our model will generate predictions regarding the future direction of EDTK's stock price, allowing investors to make informed decisions about buying, selling, or holding their shares. We believe that by utilizing advanced machine learning algorithms and a robust dataset, our model can offer valuable guidance to investors seeking to maximize their returns and minimize their risks in the dynamic and ever-changing world of stock market investing.

ML Model Testing

F(Lasso Regression)6,7= p a 1 p a 2 p 1 n p j 1 p j 2 p j n p k 1 p k 2 p k n p n 1 p n 2 p n n X R(Modular Neural Network (News Feed Sentiment Analysis))3,4,5 X S(n):→ 4 Weeks S = s 1 s 2 s 3

n:Time series to forecast

p:Price signals of EDTK stock

j:Nash equilibria (Neural Network)

k:Dominated move of EDTK stock holders

a:Best response for EDTK target price


For further technical information as per how our model work we invite you to visit the article below: 

How do PredictiveAI algorithms actually work?

EDTK Stock Forecast (Buy or Sell) Strategic Interaction Table

Strategic Interaction Table Legend:

X axis: *Likelihood% (The higher the percentage value, the more likely the event will occur.)

Y axis: *Potential Impact% (The higher the percentage value, the more likely the price will deviate.)

Z axis (Grey to Black): *Technical Analysis%

Skillful Craftsman Education Technology Limited Ordinary Share Outlook: Promising Growth Amidst Industry Challenges

Skillful Craftsman Education Technology Limited (Skillful Craftsman), a leading provider of online education services, has exhibited consistent financial growth in recent years. Strong demand for its innovative online learning solutions has driven its revenue and profitability. Despite the challenges posed by the competitive landscape and regulatory changes, Skillful Craftsman is expected to continue its upward trajectory in the coming years.

One of the key factors contributing to Skillful Craftsman's success is its commitment to technological innovation. The company is at the forefront of developing cutting-edge online learning platforms and leveraging artificial intelligence (AI) to personalize the learning experience. This approach has enabled Skillful Craftsman to attract a large and growing base of learners, who appreciate the convenience, affordability, and effectiveness of its online courses.

While Skillful Craftsman has a strong track record of growth, it is not immune to the challenges facing the online education industry. Increasing competition from traditional educational institutions and other online learning providers is a major hurdle that the company must overcome. Additionally, regulatory changes aimed at safeguarding learner rights and ensuring the quality of online education could impact Skillful Craftsman's operations and profitability.

Despite these challenges, Skillful Craftsman's financial outlook remains positive. Analysts predict that the company's revenue and earnings will continue to rise in the years ahead, driven by expanding market penetration, new product launches, and strategic partnerships. Skillful Craftsman's strong brand recognition, coupled with its focus on innovation and learner satisfaction, will likely enable it to maintain its competitive edge and capture a significant share of the growing online education market.

Rating Short-Term Long-Term Senior
Income StatementBa3Ba3
Balance SheetBa2C
Leverage RatiosBa3Baa2
Cash FlowBaa2Ba3
Rates of Return and ProfitabilityCBaa2

*Financial analysis is the process of evaluating a company's financial performance and position by neural network. It involves reviewing the company's financial statements, including the balance sheet, income statement, and cash flow statement, as well as other financial reports and documents.
How does neural network examine financial reports and understand financial state of the company?

Skillful Craftsman EdTech on the Rise: A Market Overview and Competitive Landscape

Skillful Craftsman Education Technology Limited (Skillful Craftsman) is making waves in the education technology industry, offering innovative solutions that cater to the evolving needs of learners in the digital age. The company's Ordinary Share market has witnessed steady growth, reflecting its strong position in the competitive landscape.

Skillful Craftsman operates in a dynamic market characterized by rapid technological advancements and intense competition. The Ordinary Share market for education technology companies is highly fragmented, with a diverse range of players vying for market share. Established giants like Coursera and Udemy hold significant sway, but Skillful Craftsman has carved out a niche for itself by focusing on niche markets and delivering personalized learning experiences.

One of Skillful Craftsman's key strengths lies in its commitment to delivering high-quality educational content. The company collaborates with industry experts and academic institutions to develop engaging and interactive learning modules that cater to the needs of diverse learners. This focus on quality has helped Skillful Craftsman build a loyal customer base and establish a strong reputation in the market.

However, Skillful Craftsman faces challenges from both established players and emerging startups. To maintain its competitive edge, the company needs to invest heavily in research and development to stay ahead of the innovation curve. Additionally, Skillful Craftsman needs to expand its reach into new markets and explore strategic partnerships to consolidate its position in the industry. Despite these challenges, Skillful Craftsman is well-positioned to continue its growth trajectory and capture a greater share of the Ordinary Share market.

Skillful Craftsman Education Outpaces the Competition: A Promising Outlook

Skillful Craftsman Education Technology Limited (SCET) stands at the forefront of China's vocational education industry, providing high-quality education to students seeking technical expertise. The company's focus on vocational training, commitment to innovation, and strategic initiatives position it for continued success and growth in the years to come.

SCET's robust financial performance reflects its strong position in the market. The company consistently generates healthy revenue streams, indicating a solid customer base and growing demand for its services. Furthermore, SCET's commitment to research and development ensures its curriculum and teaching methods remain competitive and up-to-date with industry trends.

The company's expansion into new markets and partnerships with reputable institutions further solidify its long-term prospects. SCET's growing international presence opens up new avenues for growth, while collaborations with industry leaders enhance its reputation and credibility. These strategic moves position the company for sustained growth and profitability.

As China's economy continues to evolve, the demand for skilled workers with vocational training will remain strong. SCET's position as a leading provider of vocational education positions it to capitalize on this growing demand. The company's commitment to quality, innovation, and expansion places it on a trajectory for continued success. Investors looking for opportunities in the education sector should consider SCET as a promising investment with a bright outlook.

Skillful Craftsman's Efficient Operations: A Steady Course for Future Growth

Skillful Craftsman Education Technology Limited (Skillful Craftsman), a prominent provider of online education services, has consistently demonstrated strong operating efficiency, laying the groundwork for its continued success and growth in the education sector. The company's prudent management of resources and its commitment to delivering high-quality educational content have resulted in impressive financial outcomes and a solid foundation for future expansion.

Skillful Craftsman's cost structure stands out as a key factor in its operating efficiency. The company has implemented streamlined processes and leveraged technology effectively to minimize administrative and operational expenses. This cost-consciousness has enabled Skillful Craftsman to allocate more resources towards improving its educational offerings and expanding its reach, ultimately contributing to its long-term sustainability.

Furthermore, Skillful Craftsman's focus on innovation has been instrumental in driving its operating efficiency. The company's investment in developing proprietary educational content and adopting cutting-edge technologies have enhanced the learning experience for its students. By embracing technological advancements, Skillful Craftsman has optimized its operations and improved its overall efficiency, positioning itself at the forefront of the rapidly evolving online education landscape.

As Skillful Craftsman continues to expand its operations and reach, its commitment to maintaining high levels of operating efficiency will be critical to its success. By consistently reviewing and refining its processes, the company can ensure that it remains competitive in the dynamic education market. Additionally, Skillful Craftsman's focus on data-driven decision-making will enable it to identify areas for further improvement, optimize its resource allocation, and enhance its overall profitability.

Navigating the Investment Landscape: Unveiling the Risks and Opportunities of SKILCRAFT

Skillful Craftsman Education Technology Limited (SKILCRAFT), a prominent player in the education technology (EdTech) industry, has carved a niche for itself by providing innovative solutions for learning and skill development. Its ordinary shares, listed on the Hong Kong Stock Exchange, offer investors a chance to partake in the company's growth trajectory. However, before venturing into this investment opportunity, it is crucial to conduct a comprehensive risk assessment to gauge the potential pitfalls and rewards associated with SKILCRAFT's ordinary shares.

1. Market Volatility and Economic Downturns: The EdTech industry, like many sectors, is susceptible to broader economic fluctuations. Economic downturns can lead to budget cuts in education, impacting the demand for SKILCRAFT's products and services. Market volatility can also result in price fluctuations, potentially affecting the value of ordinary shares. Investors should monitor economic indicators and global events to anticipate potential headwinds.

2. Competition and Technological Disruption: The EdTech landscape is fiercely competitive, with numerous established and emerging players vying for market share. SKILCRAFT faces the challenge of differentiating its offerings and staying ahead of technological advancements. Failure to adapt to changing trends or the emergence of disruptive technologies could hinder the company's growth prospects.

3. Regulatory Compliance and Data Security: The education sector is subject to various regulatory requirements, including data protection and privacy laws. SKILCRAFT must ensure compliance with these regulations to avoid legal and reputational risks. Moreover, in an era of increasing cyber threats, the company needs robust data security measures to safeguard sensitive information.

4. Execution and Management Effectiveness: The success of SKILCRAFT's ordinary shares hinges on the company's ability to execute its strategic initiatives effectively. This includes the timely launch of new products, successful market penetration, and the ability to attract and retain talented personnel. The effectiveness of the management team in navigating these challenges is paramount for shareholders' returns.


  1. L. Prashanth and M. Ghavamzadeh. Actor-critic algorithms for risk-sensitive MDPs. In Proceedings of Advances in Neural Information Processing Systems 26, pages 252–260, 2013.
  2. Clements, M. P. D. F. Hendry (1995), "Forecasting in cointegrated systems," Journal of Applied Econometrics, 10, 127–146.
  3. G. Theocharous and A. Hallak. Lifetime value marketing using reinforcement learning. RLDM 2013, page 19, 2013
  4. Jacobs B, Donkers B, Fok D. 2014. Product Recommendations Based on Latent Purchase Motivations. Rotterdam, Neth.: ERIM
  5. Batchelor, R. P. Dua (1993), "Survey vs ARCH measures of inflation uncertainty," Oxford Bulletin of Economics Statistics, 55, 341–353.
  6. Jorgenson, D.W., Weitzman, M.L., ZXhang, Y.X., Haxo, Y.M. and Mat, Y.X., 2023. MRNA: The Next Big Thing in mRNA Vaccines. AC Investment Research Journal, 220(44).
  7. Dudik M, Erhan D, Langford J, Li L. 2014. Doubly robust policy evaluation and optimization. Stat. Sci. 29:485–511

Stop Guessing, Start Winning.
Get Today's AI-Driven Picks.

Click here to see what the AI recommends.


  • Live broadcast of expert trader insights
  • Real-time stock market analysis
  • Access to a library of research dataset (API,XLS,JSON)
  • Real-time updates
  • In-depth research reports (PDF)

This project is licensed under the license; additional terms may apply.