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Udemy - Machine Learning and Self-Driving Cars Bootcamp with Python

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2.9 GB

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Category

Other

Added

02/28/22 at 9:13pm GMT+1

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Verified by VeriPLUS

Infohash

157f947b776ffc56aac15cd6353bce3f3ba05bc7

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Description

[ DevCourseWeb.com ] Machine Learning & Self-Driving Cars Bootcamp with Python

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Language: English | Size: 2.87 GB | Duration: 6h 30m

Combine the power of Machine Learning, Deep Learning and Computer Vision to make a Self-Driving Car!

What you'll learn

Learn how to apply Machine Learning algorithms to develop a Self-Driving Car from scratch

Simulate a Self-Driving car in a realistic environment using multiple techniques (Computer Vision, Convolution Neural Networks, ...)

Understand how Self Driving Cars work (sensors, actuators, speed control, ...)

Learn about Computer Vision in a practical way, starting from simple examples until you are able to create an algorithm to drive a Self-Driving Car

Gentle introduction to Machine Learning, all the key concepts are presented in an intuitive way

Explain why Deep Learning is such a powerful ch and use it to make the car drive like a human (Behavioural Cloning)

Code Deep Convolutional Neural Networks with Keras (the most popular library)

Build, train and evaluate multiple models, from classic Machine Learning to Deep Neural Networks

How to code in Python starting from the very beginning

Python libraires: NumPy, Sklearn (Scikit-Learn), Keras, OpenCV, Matplotlib

Requirements

No programming experience needed. You will learn everything you'll need to know.

If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com

Get More Tutorials and Support Us -->> https://FreeCourseWeb.com

We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...

File list

Udemy - Machine Learning and Self-Driving Cars Bootcamp with Python
~Get Your Files Here !/1. Introduction/1. Why This Course.mp4 127.8 MB
~Get Your Files Here !/1. Introduction/2. How to Approach This Course.mp4 26.4 MB
~Get Your Files Here !/1. Introduction/3. Make it Engaging.mp4 17.4 MB
~Get Your Files Here !/1. Introduction/4. Get the Course Code for Practical Lectures.html 1.6 KB
~Get Your Files Here !/10. Control Theory/1. Why Learn Control Theory.mp4 86.5 MB
~Get Your Files Here !/10. Control Theory/10. PID Controller - Why is it use SO much.mp4 63.9 MB
~Get Your Files Here !/10. Control Theory/11. [Advanced] Paper PID Controller Design.html 397 B
~Get Your Files Here !/10. Control Theory/2. Control Systems Map.mp4 58.5 MB
~Get Your Files Here !/10. Control Theory/3. Stability - Introduction.mp4 55.8 MB
~Get Your Files Here !/10. Control Theory/4. Stability - Missing in Machine Learning.mp4 53.8 MB
~Get Your Files Here !/10. Control Theory/5. Open and Closed Loop Control.mp4 36.1 MB
~Get Your Files Here !/10. Control Theory/6. Closed Loop Control - Cruise Control.mp4 60.5 MB
~Get Your Files Here !/10. Control Theory/7. PID - Introduction.mp4 86.6 MB
~Get Your Files Here !/10. Control Theory/8. PID Controller - Deep Dive.mp4 81.3 MB
~Get Your Files Here !/10. Control Theory/9. PID Controller - How to Tune it.mp4 80.4 MB
~Get Your Files Here !/2. Python [Optional]/1. Installation.mp4 35.8 MB
~Get Your Files Here !/2. Python [Optional]/2. Types in Python.mp4 19.4 MB
~Get Your Files Here !/2. Python [Optional]/3. List & Map.mp4 32.8 MB
~Get Your Files Here !/2. Python [Optional]/4. Operations.mp4 13.5 MB
~Get Your Files Here !/2. Python [Optional]/5. Statements.mp4 51.1 MB
~Get Your Files Here !/2. Python [Optional]/6. Functions.mp4 17.3 MB
~Get Your Files Here !/2. Python [Optional]/6.1 S2V6 Functions.mp4 6.6 MB
~Get Your Files Here !/2. Python [Optional]/7. Object Oriented Programming.html 1.4 KB
~Get Your Files Here !/2. Python [Optional]/8. Classes.mp4 36.7 MB
~Get Your Files Here !/2. Python [Optional]/9. Libraries Modules.mp4 29.4 MB
~Get Your Files Here !/3. Python's Essential Libraries/1. Introduction to Python Libraries.mp4 18.1 MB
~Get Your Files Here !/3. Python's Essential Libraries/2. Numpy.mp4 44.3 MB
~Get Your Files Here !/3. Python's Essential Libraries/3. Matplotlib.mp4 37 MB
~Get Your Files Here !/3. Python's Essential Libraries/4. OpenCV.mp4 72 MB
~Get Your Files Here !/3. Python's Essential Libraries/5. Other Libraries.mp4 32.3 MB
~Get Your Files Here !/4. Computer Vision/1. Introduction to Computer Vision.mp4 10.6 MB
~Get Your Files Here !/4. Computer Vision/10. Webots too slow.html 668 B
~Get Your Files Here !/4. Computer Vision/11. Webots Code Explained.mp4 99.3 MB
~Get Your Files Here !/4. Computer Vision/12. [Exercise] Your Line Following Algorithm!.html 1.6 KB
~Get Your Files Here !/4. Computer Vision/13. [Advanced] How to Read a Paper.mp4 106.3 MB
~Get Your Files Here !/4. Computer Vision/14. [Advanced] Paper SIFT.html 1.1 KB
~Get Your Files Here !/4. Computer Vision/2. How Computers See Images.mp4 42.6 MB
~Get Your Files Here !/4. Computer Vision/3. Kernel & Convolution.mp4 54.3 MB
~Get Your Files Here !/4. Computer Vision/4. Image Processing with Kernels.mp4 59.1 MB
~Get Your Files Here !/4. Computer Vision/5. Thresholding.mp4 41.5 MB
~Get Your Files Here !/4. Computer Vision/6. Road Segmentation.mp4 59.7 MB
~Get Your Files Here !/4. Computer Vision/7. Why Webots.html 696 B
~Get Your Files Here !/4. Computer Vision/8. How to Install Webots in Windows.html 1.8 KB
~Get Your Files Here !/4. Computer Vision/9. How to Install Webots in Linux.html 2.3 KB
~Get Your Files Here !/5. Machine Learning/1. What's Machine Learning.mp4 26 MB
~Get Your Files Here !/5. Machine Learning/2. Train, Predict & Evaluate.mp4 24.3 MB
~Get Your Files Here !/5. Machine Learning/3. Types of Machine Learning.mp4 21.7 MB
~Get Your Files Here !/5. Machine Learning/4. ML for Self-Driving Cars.mp4 19.3 MB
~Get Your Files Here !/6. Machine Learning Hands-On/1. Machine Learning Hands-On Introduction.mp4 16.7 MB
~Get Your Files Here !/6. Machine Learning Hands-On/10. Bias Vs Variance.mp4 36.6 MB
~Get Your Files Here !/6. Machine Learning Hands-On/11. [Advanced] Paper SVM.html 725 B
~Get Your Files Here !/6. Machine Learning Hands-On/2. Feature Engineering.mp4 31.8 MB
~Get Your Files Here !/6. Machine Learning Hands-On/3. HOG.mp4 103.4 MB
~Get Your Files Here !/6. Machine Learning Hands-On/4. SVM.mp4 42.3 MB
~Get Your Files Here !/6. Machine Learning Hands-On/5. Performance Metrics.mp4 30.5 MB
~Get Your Files Here !/6. Machine Learning Hands-On/6. Download the Dataset.html 856 B
~Get Your Files Here !/6. Machine Learning Hands-On/7. Code Explanation.mp4 76.4 MB
~Get Your Files Here !/6. Machine Learning Hands-On/8. [Exercise] Modify the code.html 959 B
~Get Your Files Here !/6. Machine Learning Hands-On/9. Useful ML Models.mp4 61.4 MB
~Get Your Files Here !/7. Collision Avoidance/1. Collision Avoidance Introduction.mp4 11.2 MB
~Get Your Files Here !/7. Collision Avoidance/2. Ranging Sensors.mp4 51.1 MB
~Get Your Files Here !/7. Collision Avoidance/3. Cameras.mp4 17.4 MB
~Get Your Files Here !/7. Collision Avoidance/4. Simulation.mp4 109.9 MB
~Get Your Files Here !/7. Collision Avoidance/5. My Solution.mp4 56.4 MB
~Get Your Files Here !/7. Collision Avoidance/6. [Exercise] Your Solution.html 899 B
~Get Your Files Here !/7. Collision Avoidance/7. Path Planning.mp4 38.1 MB
~Get Your Files Here !/7. Collision Avoidance/8. [Advanced] RRT Code.html 633 B
~Get Your Files Here !/8. Deep Learning/1. Deep Learning Introduction.mp4 14.6 MB
~Get Your Files Here !/8. Deep Learning/2. How do Neural Networks Work.mp4 59.6 MB
~Get Your Files Here !/8. Deep Learning/3. How does a Neural Network Learn.mp4 39.8 MB
~Get Your Files Here !/8. Deep Learning/4. Convolutional Neural Networks.mp4 56.1 MB
~Get Your Files Here !/8. Deep Learning/5. Code Example.mp4 53.9 MB
~Get Your Files Here !/9. Deep Learning Hands-On/1. Deep Learning Hands-On Introduction.mp4 12.3 MB
~Get Your Files Here !/9. Deep Learning Hands-On/2. Creating a Dataset.mp4 56.1 MB
~Get Your Files Here !/9. Deep Learning Hands-On/3. Training.mp4 37.2 MB
~Get Your Files Here !/9. Deep Learning Hands-On/4. See it drive!.mp4 84.2 MB
~Get Your Files Here !/9. Deep Learning Hands-On/5. [Exercise] Train it yourself!.html 875 B
~Get Your Files Here !/9. Deep Learning Hands-On/6. [Advanced] AlexNet.html 619 B
~Get Your Files Here !/Bonus Resources.txt 386 B

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