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    neural networks for sentiment and stock price prediction

    Posted By: lucky_aut
    neural networks for sentiment and stock price prediction

    neural networks for sentiment and stock price prediction
    Last updated 2023-01-10
    Duration: 02:45:29 | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 1.05 GB
    Genre: eLearning | Language: English [Auto]

    How to predict stock prices with neural networks and sentiment with neural networks. Machine learning hands on data scie
    What you'll learn
    You can create an LSTM neural network and do a basic stock price prediction
    You know how to do sentiment analysis with LSTM neural networks
    You increase your knowledge and understanding of the deep learning library keras and pyhton
    You might open up new career opportunities for you which are not only highly rewarding but also offer more job satisfaction
    Requirements
    Your personal interest in the topic and a hands on mentality
    Basic knowledge in Python
    Tools are free - no additional costs required
    This course is hands on - instead of theory we implement the networks in code and I explain what we do and why we do it
    You should be familiar with neural networks - I do not explain how a LSTM Network works from scratch
    Description
    Let's dive into data science with python and predict stock prices  and customer sentiment.
    machine learning / ai ? How to learn machine learning in python? And what is transfer learning ? How to use it ? How to create a sentiment classification algorithm in python? How to train a neural network  for stock price prediction?
    Good questions here is a point to start searching for answers
    In the world of today and especially tomorrow machine learning and artificial intelligence will be the driving force of the economy. Data science  No matter who you are, an entrepreneur or an employee, and in which industry you are working in, machine learning (especially deep learning neural networks) will be on your agenda.

    "From my personal experience I can tell you that companies will actively searching for you if you aquire some skills in the data science field. Diving into this topic can not only immensly improve your career opportunities but also your job satisfaction!"

    It's time to get your hands dirty and dive into one of the hottest topics on this planet.
    To me the best way to get exposure is to do it "Hands on". And that's exactly what we do. Together we will go through the whole process of data import, preprocess the data , creating an long short term neural network in keras (LSTM), training the neural network and test it (= make predictions)
    The course consists of 2 parts. In the first part we will create a neural network for stock price prediction. In the second part we create a neural network for sentiment analysis on twitter tweets.
    Let's get into it. See you in the first lecture

    Who this course is for:
    It's a hands on course so Your committment to code along with me
    beginners to intermediate students in neural networks and machine learning who already know the basics
    students who are eager to learn and dive into one of the hottest topics currently out there
    students who ask how to do stock market predictions with neural networks
    students who ask how to do sentiment analysis with neural networks

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