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POLICY UPDATE: Senior leaders from the world’s leading research..
Data Science and Analytics
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Course Content
Introduction to Data Science
Learning Objectives:
What is Data Science?
Data Science Lifecycle
Python for Data Science
Learning Objectives:
Introduction to Python
Functions and Modules
Data Structures in Python
Working with Libraries
Data Cleaning Techniques
Exploratory Data Analysis (EDA)
Data Visualization and Interpretation
Importance of Data Visualization
Data Visualization Techniques
Visualization Libraries and Tools
Best Practices for Visualization
Statistical Analysis for Data Science
Descriptive Statistics
Inferential Statistics
Hypothesis Testing
Correlation and Regression Analysis
Machine Learning Concepts
Overview of Machine Learning
Supervised Learning
Understanding Supervised Learning
Common Algorithms
Unsupervised Learning
Understanding Unsupervised Learning
Common Algorithms
Model Evaluation and Selection
Evaluating Model Performance
Advanced Machine Learning Techniques
Ensemble Learning Methods
Feature Engineering
Hyperparameter Tuning
Model Deployment
Introduction to Deep Learning
Introduction to Deep Learning
Neural Network Basics
Deep Learning Frameworks
Convolutional Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Capstone Project
Project Planning
Data Preparation and Analysis
Modeling and Evaluation
Presentation of Results
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