Description
The "Data Science & Analytics" course is designed to provide hands-on experience in working with data, performing statistical analysis, and building predictive models. Through real-world datasets and industry-standard tools, students will gain the skills necessary to analyze data and extract meaningful insights.
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- Duration: 6 Months
- Start Date: Option to start today also, instructor will adjust you to recently started batch. Enroll now
- Days: 6 days/weekl
- Timings:10:00 am to 3:30 pm (Choose your 2 hr as per you convenience)
- Mode: Online
- Languages: English, Hindi & Gujarati
- Fees: INR 47,000/-
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Course Modules
Module 1: Introduction to Data Science & Analytics
- What is data science?
- Understanding structured and unstructured data.
- Overview of data-driven decision-making.
Module 2: Data Manipulation with Python
- Introduction to Python for data science.
- Working with Pandas and NumPy for data analysis.
- Cleaning and preprocessing datasets.
Module 3: Data Visualization & Storytelling
- Creating visualizations using Matplotlib and Seaborn.
- Interactive dashboards with Tableau.
- Best practices for data storytelling.
Module 4: Statistical Analysis & Probability
- Descriptive vs. inferential statistics.
- Hypothesis testing and probability distributions.
- Correlation and regression analysis.
Module 5: Machine Learning Basics
- Understanding supervised and unsupervised learning.
- Regression techniques for prediction.
- Classification models (e.g., decision trees, logistic regression).
- Clustering techniques like K-means and hierarchical clustering.
Module 6: Working with Real-World Data
- Handling large datasets and missing values.
- Feature engineering and data transformation.
- Case studies: Applying analytics to business problems.
Module 7: Presenting Data Insights
- Writing data reports and business summaries.
- Communicating findings with stakeholders.
- Using data to drive strategic decisions.
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By the end of this course, you’ll have the technical skills and analytical mindset required to work in data science and analytics, enabling you to solve real-world problems and make data-driven decisions. Whether you’re looking to launch a career in this field or enhance your analytical abilities, this course provides the perfect starting point.
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