What you'll learn
Understand the fundamentals of AI and machine learning.
Collect and preprocess market data from various sources.
Perform feature engineering to enhance model accuracy.
Develop and evaluate predictive models using regression, time-series, and neural networks.
Requirements
Basic understanding of statistics and probability.
Description
Unlock the potential of artificial intelligence to revolutionize market analysis and prediction. "AI-Driven Market Analysis & Prediction" is designed to equip you with the knowledge and tools to leverage AI and machine learning techniques for collecting, processing, and analyzing market data. Learn how to develop predictive models to forecast future trends, helping you make data-driven decisions and stay ahead of the market.This comprehensive course covers the entire AI-driven market analysis pipeline. From understanding the fundamentals of AI and its applications in market analysis to mastering sophisticated predictive modeling techniques, you will gain hands-on experience with real-world datasets. Dive deep into data collection, preprocessing, feature engineering, model development, evaluation, and deployment. Explore advanced topics such as algorithmic trading, risk management, and backtesting to refine your strategies.Gain proficiency in using powerful tools and libraries such as Python, Pandas, Scikit-learn, TensorFlow, Keras, and more. Develop the skills to create compelling visualizations and interactive dashboards to communicate your insights effectively. Whether you're a data analyst, financial professional, or AI enthusiast, this course will transform your approach to understanding and predicting market movements. Understand the fundamentals of AI and its role in market analysis Learn to gather and preprocess market data from various sources.
Who this course is for
Data analysts and data scientists looking to specialize in market analysis.
Homepage

https://www.udemy.com/course/ai-driven-market-analysis-prediction/

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