🧠 Data Science Full Course for Beginners (27 Hours)
Learn Data Science from beginner to advanced level in this complete course. It covers statistics, machine learning, deep learning, and AI concepts step by step.
🎥 Watch Full Course
📚 Course Overview
This course takes you from basic mathematics to advanced AI models used in real-world applications.
🧮 Data Science Foundations
- Mean, Median, Mode
- Probability & Distributions
- Covariance & Correlation
- Hypothesis Testing
🤖 Machine Learning Basics
- Data Cleaning
- Missing Value Handling
- Feature Selection
- Outlier Detection
📈 Supervised Learning
- Linear & Polynomial Regression
- Logistic Regression
- Naive Bayes
- Confusion Matrix
🧠 Advanced Algorithms
- Decision Trees
- KNN Algorithm
- Cross Validation
🔍 Clustering
- K-Means
- DBSCAN
🔗 Ensemble Learning
- Bagging
- Random Forest
🧠 Deep Learning & AI
- Neural Networks
- Backpropagation
- Activation Functions
- CNN for Images
⚠️ This course is shared for educational purposes only to help learners improve their skills in Data Science and AI.
🙏 Credit
Credit goes to the original YouTube creator of this Data Science course.
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