PHTitle : Linear Programming Basics
What you’ll learn
Describe what a linear program is.
Solve a linear program using graphical and simplex methods.
Compute the dual of the given linear program.
Use the primal and dual values to prove optimality or infeasibility of the given linear program..
Compute how the solution value changes under minor modification of the given linear program.
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Title : Machine Learning &Amp; Self-Driving Cars: Bootcamp With Python
What you’ll learn
Master Machine Learning and Python
Learn how to apply Machine Learning algorithms to develop a Self-Driving Car from scratch
Understand why Deep Learning is such a revolution and use it to make the car drive like a human (Behavioural Cloning)
Simulate a Self-Driving car in a realistic environment using multiple techniques (Computer Vision, Convolution Neural Networks, …)
Create strong added value to your business
Gentle introduction to Machine Learning where all the key concepts are presented in an intuitive way
Code Deep Convolutional Neural Networks with Keras (the most popular library)
Learn to apply Computer Vision and Deep Learning techniques to build automotive related algorithms
Understand how Self Driving Cars work (sensors, actuators, speed control, …)
Learn to code in Python starting from the very beginning
Python libraires: NumPy, Sklearn (Scikit-Learn), Keras, OpenCV, Matplotlib
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Title : <bold>Oop Design Patterns In Python</bold>
OOP Design Patterns with Python
-Deeper understanding of -Object Oriented Programming
-Basic knowledge of Python and OOP (Classes, objects)
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