NextVision Infotech presents a comprehensive Artificial Intelligence & Machine Learning Internship Training Program spanning 45 days. This intensive program is designed for students across all disciplines - B.Tech, B.E., BCA, MCA, B.Sc., Diploma, and other technical streams - who want to build a strong foundation in AI and ML.

The program covers the complete AI/ML lifecycle from data collection to model deployment. Students will learn Python programming, data preprocessing, exploratory data analysis, supervised learning, unsupervised learning, deep learning, neural networks, natural language processing, computer vision, and model deployment.

Week 1: Python and Data Science Fundamentals

• Introduction to AI and ML, Python programming basics
• Data types, control flow, functions, OOP
• NumPy for numerical computing
• Pandas for data manipulation
• Matplotlib and Seaborn for data visualization
• Jupyter Notebook, Google Colab
• Data science workflow and career paths

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
• Handling imbalanced datasets

Week 3: Supervised Learning Algorithms

• Linear regression, logistic regression
• Decision trees, random forests
• Support vector machines (SVM), KNN
• Naive Bayes, gradient boosting
• XGBoost, LightGBM
• Model evaluation metrics
• Cross-validation, hyperparameter tuning

Week 4: Unsupervised Learning and Deep Learning

• K-means clustering, hierarchical clustering, DBSCAN
• Principal component analysis (PCA), t-SNE
• Introduction to neural networks, perceptrons
• Activation functions, backpropagation
• TensorFlow, Keras, PyTorch
• Convolutional neural networks (CNNs)
• Recurrent neural networks (RNNs), LSTM, GRU

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
• Computer vision - image preprocessing, classification
• Object detection, transfer learning
• Live AI projects - predictive modeling, recommendation systems

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

🤖 Complete AI/ML Project

Students will complete a full AI/ML project such as:

• Predictive Model: House price prediction, customer churn prediction
• Recommendation System: Movie/product recommendation engine
• Image Classification: Object detection, facial recognition
• Sentiment Analysis: Social media sentiment analysis

✅ Eligibility Criteria

• Pursuing or completed B.Tech/B.E. in CS/IT
• Pursuing or completed BCA/MCA
• Pursuing or completed B.Sc. in CS/Stats/Math
• Pursuing or completed Diploma in CS/IT
• Students from NIT, IIT, and other premier institutions

🎯 Who Should Join

• B.Tech CS students (1st to 8th semester)
• B.E. IT students
• BCA students (1st to 6th semester)
• MCA students
• B.Sc. CS/Stats students
• Data science aspirants
• Working professionals
• Students from all over India

💰 Salary Expectations

• Entry Level: ₹30,000 - ₹60,000/month
• Mid Level (2-5 years): ₹50,000 - ₹1,20,000/month
• Senior Level (5+ years): ₹1,00,000 - ₹2,00,000+/month

❓ Is this internship valid for NIT/IIT students?

Yes, our program follows NIT/IIT level curriculum standards. The certificate is accepted by all universities including NITs and IITs across India.

❓ What is the duration of this internship?

The internship duration is 45 days, covering 6 weeks of intensive training.

❓ Will I get a certificate and offer letter?

Yes, you will receive an ISO 9001:2015 certified internship certificate, industrial training certificate, and offer letter on successful completion.

❓ Can students from other states join?

Yes, the program is available online for students from all over India - Delhi, Mumbai, Bangalore, Chennai, Kolkata, Patna, and every state.

❓ What is the fee for this program?

The fee is ₹649 (discounted from ₹1,299) including all study materials, live projects, and certification.