Become a Data Scientist: SQL, Tableau, ML & DL [4-in-1]

Become a Data Scientist: SQL, Tableau, ML & DL [4-in-1]

4-in-1 Bundle covering the 4 essential topics for a data scientist - SQL, Tableau, Machine & Deep Learning using Python



Sub Category

  • Data Science

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Objectives

  • Develop a strong foundation in SQL and understand how to use SQL queries to manipulate and retrieve data from a database.
  • Explore the features of Tableau and learn to create interactive visualizations to effectively communicate insights to stakeholders.
  • Master the concepts of machine learning and learn to implement various machine learning algorithms using Python.
  • Discover the basics of Deep Learning and understand how to build and train a deep neural network using Keras and TensorFlow.
  • Explore techniques for data preprocessing and feature engineering, including handling missing values and encoding categorical variables
  • Master the art of model selection and evaluation, including techniques for cross-validation, hyperparameter tuning, and overfitting prevention.
  • Discover the principles of deep neural networks and learn to build and train a convolutional neural network (CNN) for image classification.
  • Explore transfer learning and understand how to fine-tune a pre-trained CNN to solve a similar problem in a different domain.


Pre Requisites

  1. A PC with internet connection. Installation instructions for all tools used are part of the course.


FAQ

  • Q. How long do I have access to the course materials?
    • A. You can view and review the lecture materials indefinitely, like an on-demand channel.
  • Q. Can I take my courses with me wherever I go?
    • A. 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!



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