About
About Us
Help
Privacy Policy
Terms of Service
LearnDesk
Learn
Academics
Business
Creative
Health and Fitness
Lifestyle
Personal Development
Software
Topics
Admissions
Engineering
Hardware
Hospitality
Humanities
Chinese
Languages
Maths
Pharma
View All Topics
Topics
Accounting
Advertising
Analysis
Analytics
Business Communication
eCommerce
Entrepreneurship
Finance
Finance - India
Freelancing
View All Topics
Topics
Arts & Crafts
Audio Editing
Audio Production
Dance
Design
Film Production
Music
Photography
Video Production
Writing
View All Topics
Topics
Dieting
Fitness
Food Safety
Games
Medical
Medical Professionals
Meditation
Mental Health
Pregnancy
Safety & First Aid
View All Topics
Topics
Beauty & Makeup
Food
Fashion
Gaming
Home Improvement
Parenting
Pet Care & Training
Relationships
Sustainable Living
View All Topics
Topics
Career Development
Learning
Religion and Spirituality
Self-Improvement
View All Topics
Topics
Accounting
Amazon Web Services
App Development
Continuous Integration
Backup Software
Business Automation
Computational Fluid Dynamics
Business Intelligence
Computer Aided Design (CAD)
View All Topics
Teach
Teach Online
Schedule
Items
Billing
Users
Marketing
Analytics
Settings
Change School
Account
Log In
Sign Up
Machine Learning Using Python
Introduction
Prospects of Machine learning
Preview
Introduction to Machine Learning
Preview
Course Curriculum
Preview
Installation of jupyter notebook
Installation of jupyter notebook
Python package Numpy for numerical computation
Python package Numpy for numerical computation
[Study Materials] An Introduction to Numpy
Python package matplotlib for visualization
Python package matplotlib for visualization
[Study Materials] An Introduction to Matplotlib
Python package pandas for input and output
Python package pandas for input and output
[Study Materials] An Introduction to Panda
Statistics and Exploratory Data Analysis
Brief introduction to Probability and Statistics
[Study Materials] An Introduction to Probability and Statistics
Understanding different types of data
[Study Materials] An Introduction to Explanatory Data Analysis
Examining distribution of the variables
[Study Materials] Examining distribution of the variables
Concept of Box Plot
Examining relationship among variables
[Study Materials] Examining relationship among variables
Concept of Co-variance and Correlation
Exploratory data analysis using python
Preview
Exploratory data analysis using python
Regression analysis
Linear Regression on bi-variate data
Linear Regression on bi-variate data
[Study Materials] Simple Linear Regression
Python implementation of linear regression with bi-variate data
Python implementation of linear regression with bi-variate data
Multivariate regression
[Study Materials] Multiple Linear Regression_Gradient descent
Python implementation of Gradient descent update rule for regression
Python implementation of Gradient descent update rule for regression
Advanced Topics: Normal Equation, Polynomial Regression and R-sq score
[Study Materials] Advance Regression
Python implementation of linear regression with multivariate data in sklearn
Python implementation of linear regression with multivariate data in sklearn
Python implementation of Polynomial Regression
Python implementation of Polynomial Regression
Logistic Regression Analysis
Classification problem and Classifier. Metrics for classification.
[Study Materials] Classification___Classifier
Regression on Binary classification and multi-class classification problem
[Study Materials] Logistic_Regression
Python program on GD update rule for logistic regression
Python program on GD update rule for logistic regression
Python implementation of LR with binary and multiclass classification problem
Python implementation of LR with binary and multiclass classification problem
Other classification Algorithms
kNN classifier
[Study Materials] kNN Classifier
Implementation of kNN classifier using python
Implementation of kNN classifier using python
Support vector machine-I
Support vector machine-II
[Study Materials] Support Vector Mechanism
Implementation of SVM classifier using python
Implementation of SVM classifier using python
Naïve Bayes Classifier
Implementation of Naïve bayes classifier using python
Implementation of Naïve bayes classifier using python
Decision Tree Classifier-I
Implementation of Decision tree classifier using python
Implementation of Decision tree classifier using python
Random Forest Classifier
Implementation of RF classifier using python
Implementation of RF classifier using python
Dimensionality Reduction
Dimensionality and its problem. Linear algebra review: Eigen Value Decomposition
Principal component analysis
Principal component analysis in python
Principal component analysis in python
Unsupervised Learning: Clustering
Unsupervised Learning
k-Means clustering algorithm and its limitation
Implementation of k-means clustering
Implementation of k-means clustering
Hierarchical clustering
Implementation of hierarchical clustering in python
Implementation of hierarchical clustering in python
Artificial Neural Network
Perceptron and its learning rule, Limitations of perceptron
ANN: Multilayered perceptron architecture
ANN: Learning rule - BackProp contd.
Build a ANN for hand digit recognition using ANN
Build a ANN for hand digit recognition task in python
Build a ANN for hand digit recognition task in python
Introduction
Machine Learning Using Python
By:
Hands-On System
Share
Share the link to this page
Copied
Facebook
Twitter
WhatsApp
LinkedIn
Email
Add to Calendar
Add the class to your calendar
Add to Google Calendar
Add to Apple Calendar
Add to Yahoo Calendar
Add to Outlook Calendar
Print
Completed
We'll cover the following topics in this section:
Prospects of Machine learning
Introduction to Machine Learning
Course Curriculum
Installation of jupyter notebook
Installation of jupyter notebook
Python package Numpy for numerical computation
Python package Numpy for numerical computation
[Study Materials] An Introduction to Numpy
Python package matplotlib for visualization
Python package matplotlib for visualization
[Study Materials] An Introduction to Matplotlib
Python package pandas for input and output
Python package pandas for input and output
[Study Materials] An Introduction to Panda
Next
Sign Up
Signup to access thousands of classes
Continue with Facebook
Continue with Google
OR
Continue with Email
Already a member?
Log In
By registering for a LearnDesk account, you agree to our
Terms of Service
and
Privacy Policy
.
Share
Share with friends, get 20% off
Invite your friends to LearnDesk learning marketplace. For each purchase they make, you get 20% off (upto $10) on your next purchase.
Share with Google Contacts