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Data Science
Course In Vellore
Ignite your data science journey in just 3–6 months. You’ll master advanced Python scripting and Git workflows, then engineer scalable data pipelines with SQL, BigQuery, and Snowflake. Next, perform exploratory analysis and build interactive dashboards in Pandas, Tableau, Power BI, and Streamlit. Dive into machine learning and deep‑learning architectures, and finally package your models as production‑ready APIs with FastAPI, track experiments in MLflow, and deploy on Google Cloud AI through hands‑on capstone projects.
Course Request Form
Course Duration
3 to 6 months
Python Mastery and DevOps Fundamentals
- Advanced Python Scripting, Functions and Modules
- Threading, Performance and Testing
- Version Control with Git, GitHub and CI/CD basics
Data Engineering and SQL for Analytics
- Advanced SQL: Joins, CTEs and Window Functions
- BigQuery, Snowflake and ETL Pipelines
- Data Lake and Warehouse Concepts
Python for Data Science and EDA
- Data cleaning, Manipulation with Pandas
- Automated EDA Tools: Pandas-Profiling and Sweetviz
- Feature Engineering and Outlier Detection
Applied Statistics and Data Insights
- Descriptive, Inferential Stats and Hypothesis Testing
- Bayesian Stats and Time Series Forecasting
- A/B Testing and Experimental Design
Visual Analytics and Business Storytelling
- Visualization with Matplotlib, Seaborn and Plotly
- Dashboards with Tableau, Power Bl and Streamlit
- Storytelling and Insights for Business
Modern Machine Learning and Explainable Al
- Supervised, Unsupervised ML and Ensemble Methods
- Explainable Al with SHAP and LIME
- AutoML Frameworks and Model Validation
Deep Learning and Advanced Neural Architectures
- ANNs, CNNs, RNNs and Transformers Basics
- Transfer Learning and Hyperparameter Tuning
- GenAl tools and Multi-modal Content Creation
Learning Outcomes & Capstone Projects
- Master Data Engineering, EDA and Visualization
- Apply Stats, Forecasting and ML Modeling
- Use XAI for Model Transparency
- Build GenAl Apps and Pipelines
- Deploy with MLOps on Cloud
- Churn Prediction, Time Series, GenAl app, Segmentation and LTV, BI dashboard, RAG with LangChain and Pinecone.
Industrial Visit
Explore innovation firsthand with Joy Innovations’ industrial visit. Interact with experts, witness cutting-edge technology, and gain insights in just one to two hours. Discover the future today!
*Duration One to Two Hours
Answers to Your Queries
Frequently Asked Questions
What is the duration of the Data Science Professional Program?
The program is designed to be completed within 3 to 6 months, depending on the learner’s pace and prior experience.
Who is this program suitable for?
This program is ideal for aspiring data scientists, working professionals looking to transition into data roles, and anyone interested in mastering practical data science tools and techniques, from beginners to intermediate levels.
What programming languages and tools will I learn in this program?
You will master Python and its ecosystem including Pandas, NumPy, SciPy, Scikit-learn, Statsmodels, LangChain, and FastAPI. The program also includes business intelligence tools like Tableau and Power BI, as well as machine learning lifecycle tools like MLflow and cloud services like Google Cloud AI.
Will I learn machine learning in this program?
Yes, modern machine learning techniques including supervised, unsupervised, and ensemble methods are covered, along with model explainability using SHAP and LIME.
Are advanced topics like Deep Learning included?
The program introduces deep learning fundamentals such as artificial neural networks (ANNs), convolutional neural networks (CNNs), recurrent neural networks (RNNs), and Transformers. You will also learn about transfer learning and hyperparameter tuning.
What are the key learning outcomes of this course?
By the end of this program, you will be skilled in data engineering, data analysis, exploratory data analysis (EDA), statistical modeling, machine learning, deep learning, explainable AI (XAI), and building end-to-end data solutions with deployment pipelines on the cloud.
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I like to learn many things in python it was easy to forget me now.
Thank for teaching me about this python.
Thank sooo much mam
experience I your institution.
1. ROBOTICS INTERNSHIP in vellore, JOY INNOVATION.
2. I Learned about the the robotics and application.
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4. JOY INNOVATION delivers both theoretical understanding and practical experience through hands-on training, real-world projects, and interactive workshop.
5. I learn about the various types of sensor i is help full to me for my final year project.
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The institute provides an excellent platform for students to gain hands-on experience in robotics and embedded systems. The internship program is well-structured, practical, and guided by experienced mentors. The learning environment is innovative, encouraging creativity and real-world problem-solving. A great place for students to grow technically and professionally. The institute offers a dynamic and engaging environment for learning robotics. Their internship program is highly practical, with real-time projects that boost technical skills and confidence. With supportive mentors and a focus on innovation, it's an ideal place for students to explore and grow in the field of robotics and technology.
