AI and Machine Learning Internship - 15 Days Online
AI and Machine Learning Online Internship - 15 Days ₹149 only. Learn Python, ML, and TensorFlow from home.
Course Overview
Program Description
Skills You'll Learn
Projects You'll Work On
Machine Learning Project
Complete ML project with Python, Pandas, and Scikit-learn
Program Modules
D1: Introduction to AI and ML
AI overview, ML types, Python setup, Jupyter basics
D2: Python for ML - Part 1
NumPy, Pandas basics, data structures, arrays
D3: Python for ML - Part 2
Data cleaning, preprocessing, feature engineering
D4: Data Visualization
Matplotlib, Seaborn, plotting, EDA techniques
D5: Supervised Learning - Part 1
Linear regression, logistic regression, classification
D6: Supervised Learning - Part 2
Decision trees, random forest, SVM, evaluation metrics
D7: Unsupervised Learning
Clustering, K-Means, PCA, dimensionality reduction
D8: TensorFlow Basics
TensorFlow introduction, tensors, operations, graphs
D9: Neural Networks - Part 1
ANN architecture, activation functions, forward propagation
D10: Neural Networks - Part 2
Backpropagation, optimization, training, overfitting
D11: Model Deployment
Model saving, Flask API, deployment, cloud basics
D12: Project Work - Part 1
Start final project - complete ML project
D13: Project Work - Part 2
Continue project work, review, and refinement
D14: Project Work - Part 3
Finalize project, testing, documentation
D15: Final Review and Certificate
Project presentation, viva, certificate distribution
Key Features
What You'll Learn
Examination Details
| Exam Name | Full Marks | Pass Marks |
|---|---|---|
| Project Evaluation | 100 | 40 |
Internship Details
Prerequisites
- Basic Python knowledge
- BCA/MCA/BTech CS/IT or pursuing
- Interest in AI and ML
- Basic mathematics helpful
Target Audience
- BCA students
- MCA students
- BTech CS/IT students
- Data science aspirants
- AI enthusiasts
- IT freshers
Certificate Preview
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