Machine Learning Workshop Level – 1 (FDP Live)

Machine Learning Workshop Level – 1 (FDP Live)

Rs.299.00

The course fee is including GST.

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SKU: cid_213403 Category:
Delivery Mode
  • Online interactive session on zoom
Course Content
  • Python essentials
  • Introduction to python
  • Variables
  • Data types
    • Number
    • String
    • List
    • Tuple
    • Dictionary
  • Conditional statements
  • Looping and control statements
  • functions
  • Modules and Packages
  • Working with text files
  • Introduction of Machine learning
    • What is Machine learning
    • Major types of Machine learning
    • Machine learning Packages in Python
  • Working on Python Libraries
    • Numpy: working with arrays
    • Pandas: Data analysis tool
    • Matplotlib: Data visualization
  • Supervised Learning: Regression
    • Linear Regression
    • Polynomial Regression
    • R-Squared metric
  • Supervised Learning: classification
    • Logistic regression
    • Decision Tree
    • Random forest
    • Accuracy score
  • Unsupervised Learning: Clustering
    • Dimension Reduction using PCA
    • K-means Clustering
  • Projects:
    • Simple Spam-Detecting Machine Learning Classifier
    • House Price Prediction using Regression
Certification

A certificate of completion will be provided to all registered attendees.

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