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Python PRO MAX – Data Science & Machine Learning (2 Months)

$0.00

Course Duration & Schedule:
2 Months (16 Classes) – 2 Classes per Week (Saturday & Sunday)

Course Overview:
This track takes students from Python PRO into the world of data science and machine learning.
Students will learn how to analyze datasets, visualize insights, and build machine learning models.
By the end, they’ll be able to apply data-driven solutions in freelancing, research, or startup projects.

Detailed Curriculum Module 1: Data Analysis with Pandas & NumPy
  • DataFrames, Series, indexing
  • Cleaning and transforming data
  • Aggregation and statistics
Module 2: Data Visualization
  • Matplotlib & Seaborn basics
  • Charts, plots, and dashboards
  • Visualizing GB-specific datasets
Module 3: Intro to Machine Learning
  • What is ML? Types of learning (supervised, unsupervised)
  • Scikit-learn basics
  • Training vs testing datasets
Module 4: ML Algorithms
  • Linear regression, classification basics
  • Decision trees, clustering
  • Real-life applications (predicting sales, analyzing trends)
Module 5: Applied Projects
  • Sentiment analysis (using text data)
  • Predicting student scores (dataset example)
Mini Projects:
  • Clean and visualize a GB tourism dataset
  • Train a simple ML model (e.g., house price predictor)
Final Project:
  • Build a complete ML project — from data cleaning to model training and visualization — such as Predicting GB tourism demand or E-commerce sales trends.
Outcomes & Career Opportunities:
  • Analyze and visualize real-world data.
  • Build and train beginner-friendly ML models.
  • Freelance in data analysis & ML projects.
  • Step into AI, research, or startup innovation.

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