Machine Learning with TensorFlow and Keras
What you'll learn
Understand the principles and applications of machine learning.
Learn how to use TensorFlow and Keras for building neural networks.
Master techniques for data preprocessing, model training, and evaluation.
Gain insights into deep learning concepts such as convolutional and recurrent neural networks.
Develop skills in deploying machine learning models for real-world applications.
Introduction to Data Science with Python
What you'll learn
Understand the basics of data science and its applications.
Learn how to use Python for data manipulation and analysis.
Master data visualization techniques to present insights effectively.
Gain an introduction to machine learning concepts and algorithms.
Develop skills in applying Python libraries such as NumPy, Pandas, Matplotlib, and Scikit-Learn.
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Full-Stack Web Development with MERN
What you'll learn
Understand the fundamental concepts of full-stack development.
Learn how to set up and use MongoDB for database management.
Gain proficiency in Express.js for building robust backend servers.
Master React for creating dynamic and responsive frontend applications.
Use Node.js to build and run server-side applications.
Develop skills in integrating the MERN stack components to create complete web applications.
Deploy and maintain web applications on cloud platforms.
Frontend Web Development Bootcamp (JavaScript, HTML, CSS)
What you'll learn
Understand the core concepts and syntax of HTML, CSS, and JavaScript.
Learn how to create and structure web pages using HTML.
Master the styling and layout of web pages using CSS.
Gain proficiency in JavaScript for adding interactivity and functionality to web pages.
Explore best practices for responsive design and cross-browser compatibility.
Build and deploy a complete web project by the end of the bootcamp.
