Data science for finance
What you'll learn
- Use a variety of data preparation methods with financial data
- Predict future prices using advance deep learning and reinforcement learning techniques
- Get hands-on financial forecasting experience using machine learning with Python, Keras, Scikit-Learn and pandas
- Predict future values based on single and multiple values
- Understand the process behind choosing the best performing data preparation method and model
- Grasp Machine Learning forecasting on a specific real-world financial data
- Apply various AI techniques for prediction
- Learn how to fetch stock data from api
- Basic python syntax
You will learn about how to work with stock data using AI techniques like deep learning,machine learning and reinforcement learning.
While humans remain a big part of the trading equation, AI plays an increasingly significant role. According to a recent study electronic trades account for almost 45 percent of revenues in cash equities trading. And while hedge funds are more reluctant when it comes to automation, many of them use AI-powered analysis to get investment ideas and build portfolios.
AI is shaping the future of stock trading. Using AI, companies analyze millions of data points and execute trades at the optimal price, analysts forecast markets with greater accuracy and trading firms efficiently mitigate risk to provide for higher returns.
A lot of solutions to key problems in the financial world require predicting the future patterns in data from the past to make better financial decisions right now. The evolution of modern machine learning methods and tools in recent years in the field of computer vision bring promise of the same progress in other important fields such as financial forecasting.
In this course, you'll first learn how to quickly get started with ML in finances by predicting the future currency exchange rates using a simple modern machine learning method. In this example, you'll learn how to choose the basic data preparation method and model and then how to improve them. In the next module, you'll discover a variety of ways to prepare data and then see how they influence models training accuracy. In the last module, you'll learn how to find and test a few key modern machine learning models to pick up the best performing one.
After finishing this course, you'll have a solid introduction to apply ML methods to financial data forecasting.
Who this course is for:
- People who are interested to use AI in finance
Our team has an experience of 15+ years.
By 2024, there will be more than 1 million unfilled computing jobs and the skills gap is a global problem. This was our starting point.
At Neuralclass, we are the tech experts who have been in the sector for years and years. We are deeply rooted in the tech world. We know the tech industry. And we know the tech industry's biggest problem is the “tech skills gap” and here is our solution.
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Because we know we can help this generation gain the skill to fill these jobs and enjoy happier, more fulfilling careers. And this is what motivates us every day.
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Neuralclass will provide you the information and support you need to move through your journey with confidence and ease.
Our courses are for everyone. Whether you are someone who has never programmed before, or an existing programmer seeking to learn another language, or even someone looking to switch careers we are here.
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By choosing Neuralclass , you make sure you will learn from proven experts, who have a passion for teaching, and can take you from beginner to pro in the shortest possible amount of time.