Data Science Course in Bangalore: Complete 30-Module Syllabus with Projects
Explore the complete Data Science course at Cranesoft Bangalore. 30 modules covering Python, statistics, SQL, machine learning, deep learning, NLP, generative AI, Power BI, Tableau, and 18+ hands-on projects with Exam.
A structured Data Science syllabus designed for career success
The Data Science course in Bangalore at Cranesoft is built around a 30-module curriculum that takes you from absolute beginner to job-ready data scientist. Each module builds on the previous one, ensuring a smooth learning curve and deep understanding of every concept.
The course begins with Python programming fundamentals and data science libraries, then progresses through data cleaning, statistics, and SQL — the foundational skills every data scientist needs. From there, you dive into exploratory data analysis and data visualisation with Matplotlib, Seaborn, Power BI, and Tableau.
The advanced modules cover machine learning algorithms, deep learning with TensorFlow and Keras, computer vision, NLP, and generative AI with LLMs. You also learn MLOps, cloud deployment, and build a professional GitHub portfolio. The course concludes with a capstone project, interview preparation, and career development guidance.
Key areas covered in the Data Science syllabus
Python Programming
Variables, data types, functions, OOP, exception handling, and libraries specifically for data science workflows.
Data Manipulation & SQL
NumPy arrays, Pandas DataFrames, SQL queries, joins, subqueries, window functions, and data extraction for analytics.
Statistics & Analysis
Descriptive statistics, probability, hypothesis testing, correlation, and exploratory data analysis on real datasets.
Machine Learning
Regression, classification, clustering, ensemble methods, hyperparameter tuning, and model evaluation metrics.
Data Visualisation
Matplotlib, Seaborn, Power BI dashboards, Tableau reports, and data storytelling for executive audiences.
Deep Learning & NLP
Neural networks, CNNs, text processing, sentiment analysis, word embeddings, and generative AI with LLMs.
Deployment & MLOps
Flask/FastAPI, Streamlit, Docker, cloud deployment, model monitoring, and ML pipeline automation.
Exam & Career
Capstone project, GitHub portfolio, mock interviews, resume building, and job placement support.
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Data Science Training in Bangalore
Main course page with full 30-module curriculum and enrolment details.
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Data Science Training Near Me
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Data Science Course Fees in Bangalore
Transparent pricing and fee structure for Data Science training.
Data Science Training with Placement in Bangalore
Data Science training with 100% job placement support.
Best Data Science Training in Bangalore
Why Cranesoft offers the best Data Science training.
Data Science Course for Beginners
Start your Data Science journey with no prior experience.
Python Data Science Training in Bangalore
Data analysis and visualisation with Python libraries.
Data Science Training for Working Professionals
Weekend and evening batches designed for working professionals.
Python Training in Bangalore
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Python Full Stack Training in Bangalore
End-to-end full stack development with Python.
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