Course Curriculum

Data Science & Machine Learning - Detailed module breakdown

Course Details
  • Duration: 16 weeks
  • Level: Advanced
  • Modules: 16
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Data Science & Machine Learning - Complete Curriculum

Module 1 Module 1

Syntax, Data Types, Functions


Module 2 Module 2

Arrays, Operations, Broadcasting


Module 3 Module 3

DataFrames, Series, Data Cleaning


Module 4 Module 4

Matplotlib, Seaborn, Plotly


Module 5 Module 5

Descriptive Statistics, Probability


Module 6 Module 6

Regression, Classification


Module 7 Module 7

Clustering, Dimensionality Reduction


Module 8 Module 8

Cross-validation, Metrics


Module 9 Module 9

Feature Selection, Extraction


Module 10 Module 10

Random Forest, Gradient Boosting


Module 11 Module 11

Neural Networks, TensorFlow


Module 12 Module 12

Text Processing, NLTK


Module 13 Module 13

ARIMA, Prophet


Module 14 Module 14

Hadoop, Spark


Module 15 Module 15

Model Deployment, Monitoring


Module 16 Module 16

End-to-end ML Project

Curriculum Summary

16
Total Modules
0
Topics Covered
16
Weeks Duration

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Learning Approach

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