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| No of Team Members | 5 | 4 | 3 | 2 | 1 |
|---|---|---|---|---|---|
| Price per student | ₹ 1499 ₹ 1359 | ₹ 1624 ₹ 1449 | ₹ 1832 ₹ 1599 | ₹ 2249 ₹ 1899 | ₹ 3499 ₹ 2799 |
| Outside India? click here | |||||
In this course, you will learn about various machine learning algorithms and develop a fraud detection project using Python language.
By developing this project you will learn about:
Login to our Online Learning Portal will be provided instantaneously upon enrolling. This Portal gives you access to video lectures, tutorials and quizzes required to develop your Machine Learning using Python project. As you complete the course your project will also be completed.
| Features | Classroom Training | Online project based course |
|---|---|---|
| Doubt Clarification | 1 trainer to 40 students | Personal 1-to-1 session (Video/Chat) with our experts |
| Duration | 16 Hrs Fixed | 16 Hrs at your own pace (Complete within 45 days) |
| Venue | Fixed | Anywhere as per your convenience |
| Additional cost for student | Travel, Accommodation to reach the venue | No additional costs |
| Refund | Only before training program starts | Anytime if you don't like the course |
| Revision | Using study material in pdf format | See the video lectures/tutorials any number of times |
| Pause & Resume | Not possible | Pause and resume any number of times |
| Module Size | 2 hour lecture | 3 min videos which will allow you to take breaks |
| Hands-on session | 1 trainer to 40 students | High clarity videos showing clear steps which can be reviewed any number of times |
| Certification | Upon Completion | Upon Completion |
| Study Material | PDF format (Online) | Excellent Video based lectures and tutorials |
| Examination | Online at extra fee (Rs. 299) | Inbuilt in the course |
| Price | Rs. 1,500 per student | Rs. 1,499 per student (team of 5) |
Module 1: What is Machine Learning
Learn: What is Machine Learning
Learn: Supervised vs Unsupervised Learning
Learn: Machine Learning Terminology & Pipeline
Learn: Tools for Machine Learning
Do: Installation of Anaconda
Do: Setting up a Jupyter Notebook
Do: Explore Jupyter
Review: What is Machine Learning
Module 2: Your First Machine Learning Model - Boston Housing
Learn: Boston Housing - Problem Description
Learn: Types of Data & Its Implications
Learn: Preprocessing of Data
Do: Import BH Data
Do: Data Visualization of BH Data
Do: Correlation between Target & Attributes
Review: Your First Machine Learning Model!
Module 3: Mean Squared Error
Learn: Errors & Types
Learn: Mean Squared Error
Do: Define MSE Function
Do: Calculate MSE for Sample Data
Review: Mean Squared Error
Module 4: Data Splitting & Accuracy of Model - Boston Housing
Learn: Testing & Training Data - Cross Validation
Do: Split the dataset
Review: Data Splitting & Accuracy of Model
Module 5: Linear Regression - Boston Housing
Learn: Linear Regression & its Types
Learn: Gradient Descent - Learning Rates
Learn: Programming logic - Update Function
Do: Update Function
Learn: Programming logic - Descent Function
Do: Descent Function
Learn: Programming logic - Model Training Visualization
Do: Model Training Visualization
Learn: Programming logic - Error Visualization
Do: Error Visualization
Review: Linear Regression
Module 6: Machine Learning Prediction - Boston Housing
Learn: Prediction & Validation
Learn: Programming logic - Prediction of Prices
Do: Prediction of Prices
Do: Train Model with Different Attributes & Predict
Review: Machine Learning Prediction
Module 7: Machine Learning Prediction - Boston Housing
Learn: Credit Card Fraud Detection - Problem Description
Learn: Data Preprocessing - Programming Logic
Do: Import & Visualize Data
Do: Preprocess Data
Module 8: SelectKBest Features
Learn: What is SelectkBest
Learn: SelectKBest - Programming Logic
Do: SelectKBest Features
Do: Discard Bad Features
Do: Visualize Features
Module 9: Train Model
Learn: What is Gaussian Naive Bayes Algorithm
Learn: What is Cross Validation
Learn: Gaussian Naive Bayes - Programming Logic
Do: Split Dataset
Module 10: Fraud Prediction
Learn: What is Confusion Matrix
Learn: Confusion Matrix - Programming Logic
Learn: Evaluation & Visualization
All Skyfi Labs certificates come with a unique ID which can be verified online for authentication.
Anybody who has prior knowledge on Python and want to develop machine learning skills can take up this project-based course.
