Industrial Internship - AI & ML || Surat IT Institute

Course Details

AI / ML
5.0 Reviews

Industrial Internship - AI & ML

By Sahaj Godhani
01/Jul/2025
1 Students

Course Description

Foundations & Environment Setup
Core Machine Learning Algorithms
Deep Learning & Neural Networks
Industry Projects & Deployment
CV review and interview in final week

Course Curriculum

Core Python: Data types, loops, functions
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NumPy & Pandas for data manipulation
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Data cleaning and preprocessing
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Data visualization using Matplotlib & Seaborn
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Supervised Learning: Linear & Logistic Regression, Decision Trees, SVM
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Unsupervised Learning: K-Means, PCA
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Deep Learning: Neural Networks, CNN, RNN using TensorFlow/Keras
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Model evaluation: Accuracy, Precision, Recall, ROC-AUC
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Hyperparameter tuning and model optimization
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Hands-on project in ML/DL/NLP/CV
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Real-world datasets with end-to-end pipeline
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Model deployment using Flask or Streamlit
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Project documentation and GitHub portfolio
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Resume & LinkedIn profile building
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Technical & HR mock interviews
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Aptitude and communication skill sessions
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Common data science interview questions
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Sahaj Godhani

AI Full Stack Engineer and Team Leader

Hi, I’m Sahaj Godhani, your instructor. I’m an AI Full Stack Engineer with 8+ years of experience in building web apps and leading dev teams. I specialize in React, Node.js, Python, and AI. I’m excited to help you learn practical skills and grow as a developer!