Data science for finance

Data science for finance, available at $24.99, has an average rating of 3.65, with 11 lectures, based on 53 reviews, and has 9473 subscribers.

You will learn about 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 This course is ideal for individuals who are People who are interested to use AI in finance It is particularly useful for People who are interested to use AI in finance.

Enroll now: Data science for finance

Summary

Title: Data science for finance

Price: $24.99

Average Rating: 3.65

Number of Lectures: 11

Number of Published Lectures: 11

Number of Curriculum Items: 11

Number of Published Curriculum Objects: 11

Original Price: $99.99

Quality Status: approved

Status: Live

What You Will 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

Who Should Attend

People who are interested to use AI in finance

Target Audiences

People who are interested to use AI in finance

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.

Course Curriculum

Chapter 1: Basic python

Lecture 1: Part 1

Lecture 2: Part 2

Lecture 3: Part 3

Lecture 4: Part 4

Chapter 2: Build a trading bot using reinforcement learning

Lecture 1: Part 1

Lecture 2: Part 2

Lecture 3: Part 3

Lecture 4: Part 4

Chapter 3: Forecast stock price using deep learning

Lecture 1: Part 1

Lecture 2: Part 2

Lecture 3: Part 3

Instructors

Neuralclass Academy
Learn from the experts in the field!

Rating Distribution

1 stars: 3 votes

2 stars: 3 votes

3 stars: 8 votes

4 stars: 13 votes

5 stars: 26 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!