Welcome to the Advanced Data Science course! 📈 This program is designed for professionals and enthusiasts looking to deepen their expertise in data analysis, machine learning, and statistical modeling.
📘 Course Overview
- Duration: 12 weeks
- Format: Online modules + weekly assignments
- Topics Covered:
- Predictive analytics
- Deep learning frameworks
- Big data processing with Apache Spark
- Advanced visualization techniques
- Ethical considerations in data science
🎯 Learning Objectives
By the end of this course, you'll be able to:
- Apply complex algorithms to real-world datasets
- Build and optimize machine learning models
- Use Python libraries like TensorFlow and PyTorch
- Interpret results with statistical significance
📚 Course Structure
Week 1-4: Data Manipulation & Cleaning
Week 5-8: Machine Learning Fundamentals
Week 9-12: Advanced Topics & Project Development
📝 Enrollment Details
- Start Date: April 1, 2024
- Prerequisites: Basic Python programming and introductory statistics
- Fee: $499 (includes certificate)
For more details about the course curriculum, click here.