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TORRENT DETAILS
Udemy - A Quick Start Guide To Genetic Algorithms In Python
TORRENT SUMMARY
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AI/ML Oriented Biologically Inspired Optimization Algorithms using Python and its Libraries
What you'll learn Understand the reasons behind using Genetic Algorithm (GA) and knows in which situations GA can be used Can explain GA and Can identify problem types which might require GAs to find a solution Grasp working principles of GA and Understand how crossover, mutation and selection operators work Develop skills in using GA as an optimisation technique Have an idea about GA implementations using Python and Python Libraries for GA Utilise GA for the optimisation problems like 8-Queen Problem and Knapsack problem
Requirements A basic understanding of computer programming preferably in Python
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Prologue/1. Introduction.mp4
68 MB
~Get Your Files Here !/1. Prologue/1. Introduction.srt
5.5 KB
~Get Your Files Here !/1. Prologue/2. Module Outline.mp4
166.5 MB
~Get Your Files Here !/1. Prologue/2. Module Outline.srt
14.1 KB
~Get Your Files Here !/1. Prologue/3. Biological Analogy.mp4
56.2 MB
~Get Your Files Here !/1. Prologue/3. Biological Analogy.srt
10.4 KB
~Get Your Files Here !/2. Application 01 Diophantine Equation/1. Details of Genetic Algorithm.mp4
28.8 MB
~Get Your Files Here !/2. Application 01 Diophantine Equation/1. Details of Genetic Algorithm.srt
5.5 KB
~Get Your Files Here !/2. Application 01 Diophantine Equation/2. Hand Coding the Diophantine Equation.mp4
49.3 MB
~Get Your Files Here !/2. Application 01 Diophantine Equation/3. Diophantine App.mp4
44.7 MB
~Get Your Files Here !/2. Application 01 Diophantine Equation/3. Diophantine App.srt
8.1 KB
~Get Your Files Here !/2. Application 01 Diophantine Equation/4. Implementing Diophantine Equation in Python.mp4
50.9 MB
~Get Your Files Here !/2. Application 01 Diophantine Equation/4. Implementing Diophantine Equation in Python.srt
6.3 KB
~Get Your Files Here !/2. Application 01 Diophantine Equation/4.1 Assignment-1.pdf
273.6 KB
~Get Your Files Here !/3. Theory of Genetic Algorithm/1. Algorithmics.mp4
197.1 MB
~Get Your Files Here !/3. Theory of Genetic Algorithm/1. Algorithmics.srt
15.8 KB
~Get Your Files Here !/3. Theory of Genetic Algorithm/2. Search Space.mp4
100.1 MB
~Get Your Files Here !/3. Theory of Genetic Algorithm/2. Search Space.srt
6 KB
~Get Your Files Here !/3. Theory of Genetic Algorithm/3. Biological Background of Genetic Algorithm.mp4
148.5 MB
~Get Your Files Here !/3. Theory of Genetic Algorithm/3. Biological Background of Genetic Algorithm.srt
9.2 KB
~Get Your Files Here !/4. Application 02 Message Generation/1. Message Generation App in Python.mp4
44.8 MB
~Get Your Files Here !/4. Application 02 Message Generation/1. Message Generation App in Python.srt
4.6 KB
~Get Your Files Here !/4. Application 02 Message Generation/1.1 Assignment-2.pdf
302.6 KB
~Get Your Files Here !/5. Application 03 Knapsack Problem/1. PyEasyGA - Python's Library for Genetic Algorithm.mp4
114.7 MB
~Get Your Files Here !/5. Application 03 Knapsack Problem/1. PyEasyGA - Python's Library for Genetic Algorithm.srt
10.6 KB
~Get Your Files Here !/5. Application 03 Knapsack Problem/2. Knapsack Problem App.mp4
51.7 MB
~Get Your Files Here !/5. Application 03 Knapsack Problem/2. Knapsack Problem App.srt
6.3 KB
~Get Your Files Here !/5. Application 03 Knapsack Problem/2.1 Assignment-3.pdf
251.7 KB
~Get Your Files Here !/6. Application 04 The 8-Queen Problem/1. The 8-Queen Problem - Statement.mp4
26.4 MB
~Get Your Files Here !/6. Application 04 The 8-Queen Problem/1. The 8-Queen Problem - Statement.srt
5.5 KB
~Get Your Files Here !/6. Application 04 The 8-Queen Problem/2. The 8-Queen Problem - Solution.mp4
66 MB
~Get Your Files Here !/6. Application 04 The 8-Queen Problem/2. The 8-Queen Problem - Solution.srt
9.2 KB
~Get Your Files Here !/6. Application 04 The 8-Queen Problem/2.1 Assignment-4.pdf
87.7 KB
~Get Your Files Here !/7. Epilogue/1. Review Quiz.html
179 B
~Get Your Files Here !/7. Epilogue/2. Conclusion - Application Domains of GA and Issues.mp4
146.3 MB
~Get Your Files Here !/7. Epilogue/2. Conclusion - Application Domains of GA and Issues.srt
