Carve A Bright Future by Enrolling in data science Classes in Nanded.
Here’s your Machine Learning & Artifical Intelligence syllabus structured in the same professional and engaging format as the cybersecurity syllabus:
Overview of AI, ML, and Data Science
Types of Machine Learning (Supervised, Unsupervised, Reinforcement Learning)
Key applications of AI and ML (Healthcare, Finance, Autonomous Systems, etc.)
Linear Algebra: Matrices, Vectors, Eigenvalues, and Eigenvectors
Probability and Statistics: Basic Probability, Bayes Theorem, Distributions
Calculus: Derivatives, Gradients, Chain Rule
Python Programming Basics
Libraries: NumPy, Pandas, Matplotlib, and Scikit-learn
Data Collection and Cleaning
Feature Engineering and Selection
Train-Test Split, Cross-Validation
Linear Regression
Logistic Regression
Evaluation Metrics (Accuracy, Precision, Recall, F1 Score)
K-means Clustering
Principal Component Analysis (PCA)
Association Rule Learning
Jupyter Notebooks
Introduction to TensorFlow or PyTorch
Carve A Bright Future by Enrolling in Web Development Languages Classes in Nanded.
Carve A Bright Future by Enrolling in Web Development Languages Classes in Nanded.
Carve A Bright Future by Enrolling in data science Classes in Nanded.
Carve A Bright Future by Enrolling in data science Classes in Nanded.
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