Machine Learning Methods in Stock Price Prediction

Yuxiao YangThis article was written by Yuxiao Yang – Financial Analyst at I Know First.

Summary:

  • Machine Learning Methods help us find patterns from historical data and then apply them to predictions and algorithmic trading strategies.
  • Major Machine Learning Methods in Stock Price Prediction can be divided into Traditional Machine Learning Methods such as regression methods, Deep Learning methods, Time Series Analysis methods, and Graph-Based methods.
  • The I Know First AI algorithm provides us with the tool to select the most promising stocks.

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Stock Market Forecast: BNGO Increased by 15.14%

The IKF AI algorithm suggested Bionano Genomics (BNGO) as one of the most promising stocks in our Biotechnology package on August 2, 2022.

Current Status of AI Adoption

He Xu  This Current Status of AI Adoption article was written by He Xu – Financial Analyst at I Know First.

Summary:

  • AI adoption is increasing and the benefits are substantial with its widespread application in business.
  • In addition to adopting more basic and advanced practices, businesses are also using cloud computing more effectively and allocating their AI budgets more wisely.
  • Companies take part in a variety of initiatives to mitigate their AI-related risks.

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Available during the next 48 hours only, you can enjoy a Special deal with Hello Summer of 15% OFF Coupon for I Know First Algorithmic Forecasts:

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Artificial Intelligence Applications and the Stock Market

Zachary Okun is a Junior Financial Analyst at I Know First.

Artificial Intelligence: Applications and the Stock Market

Summary

  • Artificial Intelligence (AI) Introduction
  • What is AI
  • AI in Silicon Valley
  • Three uses for AI
  • Deeper look into Watson and DeepMind
  • I Know First and AI

AI 2

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Hedge and Safe Haven Financial Assets

Sergey Okun  This article was written by Sergey Okun – Senior Financial Analyst, I Know First, Ph.D. in Economics.

Summary:

  • Gold, short-term treasury bills, long-term treasury bonds, the spread between the long-term treasury and corporate bonds, 5-month volatility, and 1-month volatility are uncorrelated or negatively correlated with the S&P500 making them good candidates for a role of a hedge asset.
  • 5-month and 1-month volatility as exchange trade products, and also the short-term government bills and long-term government bonds able to play a role of a safe haven asset.
  • Correlation analysis of the S&P500 and TNX shows that the correlation structure is not consistent from data frame to data frame.

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ALB Stock Forecast: Albemarle Corporation Stock Momentum Driven by High Top-Line Growth Forecasts

Opher Joseph This AVY Stock Forecast article was written by Opher Joseph – Financial Analyst, I Know First.

Summary:

  • In the past 3 years, there is a de-growth of Free Cash Flow per share (FCF) by -44.9%.
  • The Zacks Consensus Estimate for 2022 has increased by around 100%, while the consensus estimate for the second quarter of 2022 has also been revised 96.3%.
  • The company is currently valued at P/E of 99.05 which is manifold above its peers and the industry average.

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