Roles and Responsibilities1. Training & Instruction
- Deliver professional training in Data Science concepts, tools, and technologies.
- Teach subjects including:
- Python Programming for Data Science
- Data Analysis and Data Visualization
- Statistics and Probability
- Machine Learning Fundamentals
- Supervised and Unsupervised Learning
- Deep Learning Basics
- Data Preprocessing and Feature Engineering
- Model Evaluation Techniques
- Conduct both theoretical sessions and practical hands-on training.

2. Software & Tools Training

Train students in industry-standard tools and platforms such as:
- Python (NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn)
- Jupyter Notebook / Google Colab
- SQL and Database Management
- Excel for Data Analysis
- Power BI / Tableau for Data Visualization
- Basic AI tools and frameworks (if applicable)

3. Curriculum Delivery
- Follow the institute’s approved syllabus and academic structure.
- Prepare lesson plans, coding exercises, assignments, and practical activities.




- Update course materials according to the latest industry trends and technologies.
- Simplify complex data science concepts for students with different learning abilities.

4. Practical Projects & Portfolio Development
- Guide students in developing real-world projects such as:
- Predictive analytics models
- Customer segmentation projects
- Sales and business analysis dashboards
- Recommendation systems
- Data-driven decision-making applications
- Help students create solid portfolios and project documentation.

5. Student Assessment & Evaluation
- Conduct coding tests, quizzes, assignments, and project evaluations.
- Monitor student progress and provide constructive feedback.
- Identify students who need additional support and provide mentoring.

6. Career & Placement Support
- Prepare students for job roles such as:
- Data Analyst
- Data Scientist
- Machine Learning Associate
- Business Intelligence Analyst
- Support students with:
- Resume preparation
- Portfolio

📌 Data Science and Data AnalyticsTrainer (Kozhikode)
🏢 Softroniics
📍 Kozhikode