Support Vector Machines in Python - SVM in Python 2019
Learn Support Vector Machines in Python. Covers basic SVM models to Kernel-based advanced SVM models of Machine Learning
What you'll learn
•Get a solid understanding of Support Vector Machines (SVM) •Understand the business scenarios where Support Vector Machines (SVM) is applicable •Tune a machine learning model's hyperparameters and evaluate its performance. •Use Support Vector Machines (SVM) to make predictions •Implementation of SVM models in Python
Requirements
•Students will need to install Python and Anaconda software but we have a separate lecture to help you install the same
Description
You're looking for a complete Support Vector Machines course that teaches you everything you need to create a Support Vector Machines model in Python, right? You've found the right Support Vector Machines techniques course! How this course will help you? A Verifiable Certificate of Completion is presented to all students who undertake this Machine learning advanced course. If you are a business manager or an executive, or a student who wants to learn and apply machine learning in Real world problems of business, this course will give you a solid base for that by teaching you some of the advanced technique of machine learning, which are Support Vector Machines. Why should you choose this course? This course covers all the steps that one should take while solving a business problem through Decision tree. Most courses only focus on teaching how to run the analysis but we believe that what happens before and after running analysis is even more important i.e. before running analysis it is very important that you have the right data and do some pre-processing on it. And after running analysis, you should be able to judge how good your model is and interpret the results to actually be able to help your business. What makes us qualified to teach you? The course is taught by Abhishek and Pukhraj. As managers in Global Analytics Consulting firm, we have helped businesses solve their business problem using machine learning techniques and we have used our experience to include the practical aspects of data analysis in this course We are also the creators of some of the most popular online courses - with over 150,000 enrollments and thousands of 5-star reviews like these ones: This is very good, i love the fact the all explanation given can be understood by a layman - Joshua Thank you Author for this wonderful course. You are the best and this course is worth any price. - Daisy Our Promise Teaching our students is our job and we are committed to it. If you have any questions about the course content, practice sheet or anything related to any topic, you can always post a question in the course or send us a direct message. Download Practice files, take Quizzes, and complete Assignments With each lecture, there are class notes attached for you to follow along. You can also take quizzes to check your understanding of concepts. Each section contains a practice assignment for you to practically implement your learning.
Go ahead and click the enroll button, and I'll see you in lesson 1!
Cheers Start-Tech Academy
Who this course is for:
•People pursuing a career in data science •Working Professionals beginning their Data journey •Statisticians needing more practical experience •Anyone curious to master SVM technique from Beginner to Advanced in short span of time
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/001 Installing Python and Anaconda-en.srt
2.6 KB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/001 Installing Python and Anaconda.mp4
18.6 MB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/002 Course resources.html
952 B
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/002 Files-svm-py.zip
1.8 MB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/003 Opening Jupyter Notebook-en.srt
9.1 KB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/003 Opening Jupyter Notebook.mp4
73 MB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/004 Introduction to Jupyter-en.srt
12.4 KB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/004 Introduction to Jupyter.mp4
50.9 MB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/005 Arithmetic operators in Python Python Basics-en.srt
4 KB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/005 Arithmetic operators in Python Python Basics.mp4
15.9 MB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/006 Strings in Python Python Basics-en.srt
16.4 KB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/006 Strings in Python Python Basics.mp4
80 MB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/007 Lists Tuples and Directories Python Basics-en.srt
17 KB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/007 Lists Tuples and Directories Python Basics.mp4
73.2 MB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/008 Working with Numpy Library of Python-en.srt
10.5 KB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/008 Working with Numpy Library of Python.mp4
53.8 MB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/009 Customer.csv
64 KB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/009 Working with Pandas Library of Python-en.srt
8.2 KB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/009 Working with Pandas Library of Python.mp4
56.1 MB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/010 Working with Seaborn Library of Python-en.srt
7.5 KB
Machine Learning Adv Support Vector Machines Svm Python/01 Setting up Python and Python Crash Course/010 Working with Seaborn Library of Python.mp4
48.6 MB
Machine Learning Adv Support Vector Machines Svm Python/02 Machine Learning Basics/011 Introduction to Machine Learning-en.srt
18.4 KB
Machine Learning Adv Support Vector Machines Svm Python/02 Machine Learning Basics/011 Introduction to Machine Learning.mp4
123.2 MB
Machine Learning Adv Support Vector Machines Svm Python/02 Machine Learning Basics/012 Building a Machine Learning Model-en.srt
9.7 KB
Machine Learning Adv Support Vector Machines Svm Python/02 Machine Learning Basics/012 Building a Machine Learning Model.mp4
44.9 MB
Machine Learning Adv Support Vector Machines Svm Python/03 Maximum Margin Classifier/013 Course flow-en.srt
1.7 KB
Machine Learning Adv Support Vector Machines Svm Python/03 Maximum Margin Classifier/013 Course flow.mp4
9.8 MB
Machine Learning Adv Support Vector Machines Svm Python/03 Maximum Margin Classifier/013 Resources.zip
1.4 MB
Machine Learning Adv Support Vector Machines Svm Python/03 Maximum Margin Classifier/014 The Concept of a Hyperplane-en.srt
4.8 KB
Machine Learning Adv Support Vector Machines Svm Python/03 Maximum Margin Classifier/014 The Concept of a Hyperplane.mp4
35.3 MB
Machine Learning Adv Support Vector Machines Svm Python/03 Maximum Margin Classifier/015 Maximum Margin Classifier-en.srt
3.2 KB
Machine Learning Adv Support Vector Machines Svm Python/03 Maximum Margin Classifier/015 Maximum Margin Classifier.mp4
26.2 MB
Machine Learning Adv Support Vector Machines Svm Python/03 Maximum Margin Classifier/016 Limitations of Maximum Margin Classifier-en.srt
2.4 KB
Machine Learning Adv Support Vector Machines Svm Python/03 Maximum Margin Classifier/016 Limitations of Maximum Margin Classifier.mp4
12.5 MB
Machine Learning Adv Support Vector Machines Svm Python/04 Support Vector Classifier/017 Support Vector classifiers-en.srt
9.7 KB
Machine Learning Adv Support Vector Machines Svm Python/04 Support Vector Classifier/017 Support Vector classifiers.mp4
64.1 MB
Machine Learning Adv Support Vector Machines Svm Python/04 Support Vector Classifier/018 Limitations of Support Vector Classifiers-en.srt
1.6 KB
Machine Learning Adv Support Vector Machines Svm Python/04 Support Vector Classifier/018 Limitations of Support Vector Classifiers.mp4
13 MB
Machine Learning Adv Support Vector Machines Svm Python/05 Support Vector Machines/019 Kernel Based Support Vector Machines-en.srt
6.4 KB
Machine Learning Adv Support Vector Machines Svm Python/05 Support Vector Machines/019 Kernel Based Support Vector Machines.mp4
45.7 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/020 Regression and Classification Models-en.srt
811 B
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/020 Regression and Classification Models.mp4
5.2 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/021 The Data set for the Regression problem-en.srt
3 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/021 The Data set for the Regression problem.mp4
41.7 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/022 Importing data for regression model-en.srt
5.3 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/022 Importing data for regression model.mp4
32.2 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/023 Missing value treatment-en.srt
3.1 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/023 Missing value treatment.mp4
22.3 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/024 Dummy Variable creation-en.srt
4.7 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/024 Dummy Variable creation.mp4
31.7 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/025 X-y Split-en.srt
3.8 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/025 X-y Split.mp4
19.3 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/026 Test-Train Split-en.srt
5.8 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/026 Test-Train Split.mp4
27.5 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/027 Standardizing the data-en.srt
6.2 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/027 Standardizing the data.mp4
47.3 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/028 SVM based Regression Model in Python-en.srt
9.7 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/028 SVM based Regression Model in Python.mp4
79.8 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/029 The Data set for the Classification problem-en.srt
1.8 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/029 The Data set for the Classification problem.mp4
22 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/030 Classification model - Preprocessing-en.srt
8.2 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/030 Classification model - Preprocessing.mp4
54.5 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/031 Classification model - Standardizing the data-en.srt
1.8 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/031 Classification model - Standardizing the data.mp4
11.9 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/032 SVM Based classification model-en.srt
11.5 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/032 SVM Based classification model.mp4
78.5 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/033 Hyper Parameter Tuning-en.srt
9.8 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/033 Hyper Parameter Tuning.mp4
70.8 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/034 Polynomial Kernel with Hyperparameter Tuning-en.srt
4.1 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/034 Polynomial Kernel with Hyperparameter Tuning.mp4
22.9 MB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/035 Radial Kernel with Hyperparameter Tuning-en.srt
6.6 KB
Machine Learning Adv Support Vector Machines Svm Python/06 Creating Support Vector Machine Model in Python/035 Radial Kernel with Hyperparameter Tuning.mp4
