4-in-1 Bundle covering the 4 essential topics for a data scientist – SQL, Tableau, Machine & Deep Learning using Python
What you will learn
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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.
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