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~Get Your Files Here !/02 Foundations/007 Machine Learning is Mostly Data Preparation.mp4 42.9 MB
~Get Your Files Here !/02 Foundations/001 Introducing Data Preparation.mp4 38.2 MB
~Get Your Files Here !/06 Advanced Transforms/006 Challenge of Preparing New Data for a Model.mp4 35.7 MB
~Get Your Files Here !/02 Foundations/003 Data Preparation Defined.mp4 31.7 MB
~Get Your Files Here !/04 Feature Selection/019 Recursive Feature Elimination.mp4 29.3 MB
~Get Your Files Here !/04 Feature Selection/024 Feature Importance Scores Defined.mp4 27.5 MB
~Get Your Files Here !/05 Data Transforms/008 Nominal and Ordinal Variables.mp4 27.2 MB
~Get Your Files Here !/02 Foundations/004 Choosing a Data Preparation Technique.mp4 27.2 MB
~Get Your Files Here !/02 Foundations/014 Problem With Naïve Data Preparation.mp4 26.1 MB
~Get Your Files Here !/01 Introduction/002 Course Structure.mp4 25.0 MB
~Get Your Files Here !/03 Data Cleansing/010 Mark Missing Values.mp4 23.8 MB
~Get Your Files Here !/07 Dimensionality Reduction/005 Principal Component Analysis.mp4 23.7 MB
~Get Your Files Here !/01 Introduction/001 Course Introduction.mp4 23.7 MB
~Get Your Files Here !/02 Foundations/008 Common Data Preparation Tasks - Data Cleansing.mp4 22.8 MB
~Get Your Files Here !/02 Foundations/011 Common Data Preparation Tasks - Feature Engineering.mp4 22.6 MB
~Get Your Files Here !/05 Data Transforms/019 Polynomial Features.mp4 21.7 MB
~Get Your Files Here !/05 Data Transforms/020 Polynomial Transform on Sonar Dataset.mp4 21.6 MB
~Get Your Files Here !/02 Foundations/006 Raw Data.mp4 21.5 MB
~Get Your Files Here !/06 Advanced Transforms/005 Automatically Transform Target Variable.mp4 21.4 MB
~Get Your Files Here !/04 Feature Selection/018 Tuning Number of Selected Features.mp4 21.3 MB
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19 Network Application #1 - Reading _ Writing Device Configuration via SSH/148 Extracting Network Parameters.mp4 139.7 MB
19 Network Application #1 - Reading _ Writing Device Configuration via SSH/141 Establishing the SSH Connection.mp4 127.2 MB
13 Python 3 - Regular Expressions/084 Python 3 Regex - match() & search().mp4 117.0 MB
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19 Network Application #1 - Reading _ Writing Device Configuration via SSH/132 Checking IP Address Validity.mp4 99.1 MB
21 Network Application #3 - Extracting Network Parameters & Building Graphs/167 Extracting the CPU Utilization Value and Saving It to a Text File.mp4 98.5 MB
30 Network Application #10 - Build an OSPF Network Discovery Tool with Python 3/263 Querying neighbors to find other OSPF routers.mp4 93.5 MB
22 Network Application #4 - Building a Basic Network Packet Sniffer/181 Meeting Scapy.mp4 88.8 MB
10 Python 3 - Conditionals, Loops and Exceptions/055 Python 3 Conditionals - If _ Elif _ Else.mp4 86.1 MB
11 Python 3 - Functions and Modules/071 Python 3 Functions - Namespaces.mp4 86.0 MB
12 Python 3 - File Operations/077 Python 3 Files - Opening & Reading.mp4 85.8 MB
22 Network Application #4 - Building a Basic Network Packet Sniffer/179 Configuring the Linux VM.mp4 85.6 MB
20 Network Application #2 - Building an Interactive Subnet Calculator/159 Random IP Address Generation Algorithm.mp4 85.0 MB
01 Introduction - What's This Course All About_/002 What Will You Learn_ What Benefits You Get From Taking This Course_.mp4 83.7 MB
29 Network Application #9 - Filter and Monitor LLDP Log Messages with Python 3/256 Extracting LLDP neighbor-related from Syslog messages.mp4 83.5 MB
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7. Appendix FAQ/3. Windows-Focused Environment Setup 2018.mp4 195.3 MB
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7. Appendix FAQ/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.1 MB
7. Appendix FAQ/9. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.9 MB
7. Appendix FAQ/14. BONUS Where to get discount coupons and FREE deep learning material.mp4 39.7 MB
7. Appendix FAQ/13. What order should I take your courses in (part 2).mp4 39.4 MB
7. Appendix FAQ/12. What order should I take your courses in (part 1).mp4 30.7 MB
2/5. Interpretation of Logistic Regression Output.mp4 29.2 MB
3/7. Maximizing the likelihood.mp4 26.4 MB
4. Practical concerns/8. The donut problem.mp4 25.9 MB
7. Appendix FAQ/5. How to Code by Yourself (part 1).mp4 25.7 MB
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~Get Your Files Here !/02 S.O.L.I.D. Principles/002 Open-closed Principle.mp4 24.2 MB
~Get Your Files Here !/02 S.O.L.I.D. Principles/004 Interface Segregation Principle.mp4 18.9 MB
~Get Your Files Here !/01 Introduction/001 Course Introduction.mp4 11.4 MB
~Get Your Files Here !/03 Conclusion/001 Conclusion.mp4 4.3 MB
~Get Your Files Here !/02 S.O.L.I.D. Principles/001 Single Responsibility Principle.en.srt 15.1 kB
~Get Your Files Here !/02 S.O.L.I.D. Principles/003 Liskov Substitution Principle.en.srt 11.6 kB
~Get Your Files Here !/02 S.O.L.I.D. Principles/005 Dependency Inversion Principle.en.srt 11.5 kB
~Get Your Files Here !/02 S.O.L.I.D. Principles/004 Interface Segregation Principle.en.srt 9.2 kB
~Get Your Files Here !/02 S.O.L.I.D. Principles/002 Open-closed Principle.en.srt 7.5 kB
~Get Your Files Here !/01 Introduction/001 Course Introduction.en.srt 7.3 kB
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~Get Your Files Here !/Bonus Resources.txt 357 Bytes
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~Get Your Files Here !/13 Control Flow Introduction Loops Conditionals/001 Control Flow Introduction Loops Conditionals.mp4 67.1 MB
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~Get Your Files Here !/04 First Flask Application/002 Lab 1 Setting up Work Environment and Running Flask Application.mp4 53.6 MB
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~Get Your Files Here !/09 Rendering HTML Templates/003 lab 4 Rendering Templates.mp4 45.5 MB
~Get Your Files Here !/01 Introduction/001 Introduction.mp4 44.4 MB
~Get Your Files Here !/03 WSGI Jinja 2/001 WSGI and Jinja 2.mp4 44.0 MB
~Get Your Files Here !/09 Rendering HTML Templates/001 Rendering HTML Templates.mp4 43.3 MB
~Get Your Files Here !/04 First Flask Application/001 Making Your First Flask App.mp4 39.8 MB
~Get Your Files Here !/07 Dynamic Routing/001 Dynamic Routing.mp4 37.2 MB
~Get Your Files Here !/15 Flask Application using Dynamic Routing/002 Dynamic Route Project Solution.mp4 34.3 MB
~Get Your Files Here !/07 Dynamic Routing/002 Lab 3 Performing Dynamic Routing.mp4 32.6 MB
~Get Your Files Here !/05 URL Routes and Views/001 URL Routes and Views.mp4 28.9 MB
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~Get Your Files Here !/11 Assignment 2 - Static Files/003 Assignment 2 - Static Files Solution Part 2.mp4 22.9 MB
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~Get Your Files Here !/1. Introduction/3. Open an SQLite Database.mp4 23.8 MB
~Get Your Files Here !/1. Introduction/2. Create table and insert data.mp4 20.3 MB
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~Get Your Files Here !/1. Introduction/5. Delete data.mp4 13.8 MB
~Get Your Files Here !/1. Introduction/4. Show table data.mp4 10.8 MB
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11. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 195.5 MB
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