### Course Description: The Data Science Course 2025 – Complete Data Science
**What is Needed:**
– Basic knowledge of programming and statistics.
– Interest in data analysis and machine learning.
**What is Included:**
– In-depth learning of data science fundamentals, from data wrangling to machine learning.
– Hands-on projects using Python, R, SQL, and more.
– Practical skills for real-world data science applications, including big data and AI techniques.
**What is Required:**
– Laptop/PC with Python, R, and essential libraries installed.
– Prior programming experience is recommended.
**5 Key Points:**
1. Comprehensive coverage of data analysis, visualization, and modeling.
2. Master data manipulation using pandas, NumPy, and SQL.
3. Machine learning fundamentals with scikit-learn and TensorFlow.
4. Hands-on projects focusing on real-world datasets.
5. Big data tools and techniques for advanced analytics.
