Artificial Intelligence & Machine Learning - 45 Days Internship Training Program
Join 45 Days Artificial Intelligence & Machine Learning Internship Training Program at NextVision Infotech. Learn Python, ML, Deep Learning, NLP. ₹649 only with certificate.
Program Description
Skills You'll Learn
Projects You'll Work On
Complete AI/ML Project
Students will complete a full AI/ML project such as a predictive model, recommendation system, image classification system, or sentiment analysis tool, including data preprocessing, model training, evaluation, deployment, and complete project documentation.
Program Modules
W1: Week 1: Python and Data Science Fundamentals
Introduction to AI and ML, Python programming basics, data types, control flow, functions, object-oriented programming, NumPy for numerical computing, Pandas for data manipulation, Matplotlib and Seaborn for data visualization, Jupyter Notebook, Google Colab, data science workflow, career paths in AI/ML.
W2: Week 2: Data Preprocessing and Exploratory Data Analysis
Data cleaning, handling missing values, outlier detection, feature scaling, normalization, standardization, encoding categorical variables, feature engineering, feature selection, exploratory data analysis (EDA), statistical analysis, correlation analysis, data visualization techniques, handling imbalanced datasets.
W3: Week 3: Supervised Learning Algorithms
Linear regression, logistic regression, decision trees, random forests, support vector machines (SVM), k-nearest neighbors (KNN), naive Bayes, gradient boosting, XGBoost, model evaluation metrics (accuracy, precision, recall, F1-score, ROC-AUC), cross-validation, hyperparameter tuning, bias-variance tradeoff, regularization.
W4: Week 4: Unsupervised Learning and Deep Learning
K-means clustering, hierarchical clustering, DBSCAN, principal component analysis (PCA), t-SNE, association rule mining, introduction to neural networks, perceptrons, activation functions, backpropagation, TensorFlow, Keras, PyTorch, building deep neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), LSTM, GRU.
W5: Week 5: NLP, Computer Vision, and Live AI Projects
Natural language processing - text preprocessing, tokenization, stemming, lemmatization, bag of words, TF-IDF, word embeddings, sentiment analysis, text classification, computer vision - image preprocessing, image classification, object detection, transfer learning, live AI projects - predictive modeling, recommendation systems, image recognition, chatbot development.
W6: Week 6: Model Deployment, MLOps, and Certification
Model deployment - Flask, FastAPI, Streamlit, cloud deployment (AWS, GCP, Azure), Docker basics, MLOps fundamentals, model monitoring, version control for ML, Git and GitHub, project documentation, resume building, interview preparation, viva-voce examination, certificate distribution.
Key Features
What You'll Learn
Examination Details
| Exam Name | Full Marks | Pass Marks |
|---|---|---|
| Module-wise Assessment | 100 | 40 |
| Project Evaluation | 100 | 50 |
| Final Presentation | 50 | 25 |
| Viva-Voce | 50 | 25 |
Internship Details
Prerequisites
- Pursuing or completed B.Tech/B.E./BCA/MCA/B.Sc. in Computer Science, IT, or related field
- Basic knowledge of programming concepts
- Basic mathematics and statistics knowledge
- Interest in AI and machine learning
Who Can Enroll ?
- B.Tech Computer Science students (1st to 8th semester)
- B.E. IT students
- BCA students (1st to 6th semester)
- MCA students
- B.Sc. Computer Science students
- Data science aspirants
- Working professionals wanting to upskill
- Students from all over India seeking practical training
Certificate Preview
Related Internships
You might also be interested in these
Our Students Did It! 🎉 Certified & Proud
A big congratulations to our students who recently completed their courses and earned their certificates. Here's what they have to say! 🎓
Our Certificate Samples
Internship Certificate
Tap to view
Joining Letter
Tap to view
Student ID Card
Tap to view
Student Panel
Tap to view
All certificates are issued by NextVision Infotech & are verifiable upon request.
Ready to Start Your Journey?
Take the first step towards your dream career with our internship programs