Machine Learning & AI Internship - 1 Month Offline Training Program
Join 1 Month Machine Learning & AI Offline Internship at NextVision Infotech, Patna. Master Python, NumPy, Pandas, Supervised Learning, Unsupervised Learning, Model Evaluation with hands-on lab training. ₹499 only with certificate.
Program Description
Skills You'll Learn
Projects You'll Work On
Complete Machine Learning & AI Project (1 Month Offline)
Students will complete an ML/AI project including data preprocessing, exploratory data analysis, model building (supervised and unsupervised), model evaluation, hyperparameter tuning, deep learning basics, and complete project documentation.
Program Modules
W1: Week 1: Python for ML, NumPy, Pandas & Data Visualization
Introduction to AI and Machine Learning, AI vs ML vs DL, types of ML - supervised, unsupervised, reinforcement learning, Python fundamentals for ML, Python syntax, data types, control flow, functions, lists, dictionaries, NumPy fundamentals, NumPy arrays, indexing, slicing, reshaping, broadcasting, mathematical operations, Pandas fundamentals, Series, DataFrame, data loading - CSV, Excel, JSON, data inspection, data selection, filtering, sorting, grouping, aggregation, merging, joining, data visualization - Matplotlib, line plots, bar plots, histograms, scatter plots, box plots, heatmaps, Seaborn, statistical data visualization.
W2: Week 2: Data Preprocessing, Feature Engineering & Supervised Learning
Data cleaning, handling missing values, imputation techniques, outlier detection, feature scaling - normalization, standardization, encoding categorical variables - label encoding, one-hot encoding, feature engineering, feature selection, train-test split, cross-validation, supervised learning fundamentals, regression - linear regression, multiple regression, polynomial regression, regularization - Ridge, Lasso, classification - logistic regression, K-Nearest Neighbors (KNN), decision trees, random forests, support vector machines (SVM), Naive Bayes, confusion matrix, precision, recall, F1-score, ROC-AUC, scikit-learn, Jupyter Notebook, Google Colab.
W3: Week 3: Unsupervised Learning, Model Evaluation & Hyperparameter Tuning
Unsupervised learning fundamentals, clustering - K-Means, hierarchical clustering, DBSCAN, dimensionality reduction - PCA (Principal Component Analysis), t-SNE, association rules - Apriori, model evaluation techniques, regression metrics - MSE, RMSE, MAE, R-squared, classification metrics - accuracy, precision, recall, F1-score, ROC curve, AUC, cross-validation techniques - K-Fold, Stratified K-Fold, Leave-One-Out, hyperparameter tuning - GridSearchCV, RandomizedSearchCV, bias-variance tradeoff, overfitting and underfitting, regularization techniques.
W4: Week 4: Deep Learning Basics, Live Projects & Certification
Introduction to deep learning, neural networks basics, perceptron, multilayer perceptron, activation functions - ReLU, sigmoid, tanh, loss functions, backpropagation, gradient descent, optimization algorithms - SGD, Adam, TensorFlow, Keras, PyTorch basics, live projects - house price prediction, customer churn prediction, iris flower classification, sales forecasting, complete 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./B.Com/MBA in any discipline
- Basic knowledge of Python programming
- Basic knowledge of mathematics and statistics
- Interest in AI and Machine Learning
Who Can Enroll ?
- B.Tech Computer Science students (1st to 8th semester)
- BCA/MCA students
- B.Sc. students
- AI/ML aspirants
- Data science aspirants
- Working professionals wanting to upskill
- Students from Patna and nearby areas seeking hands-on training
Certificate Preview
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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! 🎓
RITESH RAM
Course Program
"Best decision I ever made! The teaching quality and practical training helped me land my dream job. Highly recommended! 🌟"
GAURAV KUMAR PATHAK
Internship Program
"Amazing experience! The mentors are super supportive and the course content is industry-ready. Got my certificate with confidence! 💯"
Mowneshwaran s
Internship Program
"NVI Gaya changed my career path completely. Practical projects, real-world skills, and expert guidance — everything was perfect! 🚀"
Radha Chauhan
Internship Program
"Learned so much in such a short time. The internship gave me real experience and confidence to face interviews. Thank you NVI! 🙏"
Ritik Kumar
Internship Program
"From zero to hero — that's how I feel after completing this course. The staff is friendly and always ready to help! ⭐"
CHANDAN KUMAR
Internship Program
"Excellent learning environment with hands-on training. I got placed right after completing my course. Forever grateful! 🎓"
Rama Kumari
Course Program
"The best institute in Gaya for computer courses. Practical knowledge, live projects, and job-ready skills — worth every rupee! 💎"
Vaibhav Mainali
Internship Program
"Small batch sizes meant personal attention. My mentor guided me at every step. Truly a life-changing experience! ✨"
Somain Shahu
Internship Program
"Best decision I ever made! The teaching quality and practical training helped me land my dream job. Highly recommended! 🌟"
Abhishek Kumar
Internship Program
"Amazing experience! The mentors are super supportive and the course content is industry-ready. Got my certificate with confidence! 💯"
CHANDAN KUMAR
Internship Program
"NVI Gaya changed my career path completely. Practical projects, real-world skills, and expert guidance — everything was perfect! 🚀"
Ayush Mishra
Internship Program
"Learned so much in such a short time. The internship gave me real experience and confidence to face interviews. Thank you NVI! 🙏"
Parveen Kumar
Internship Program
"From zero to hero — that's how I feel after completing this course. The staff is friendly and always ready to help! ⭐"
Rishita chauhan
Internship Program
"Excellent learning environment with hands-on training. I got placed right after completing my course. Forever grateful! 🎓"
Ansh Verma
Internship Program
"The best institute in Gaya for computer courses. Practical knowledge, live projects, and job-ready skills — worth every rupee! 💎"
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All certificates are issued by NextVision Infotech & are verifiable upon request.
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