Internship Program: Data Science
Learn with Us
7 modules
English
Lifetime access
Turn Raw Data into Real Insights with Industry Tools.
Overview
Unlock your career in Data Science with IQmath Technologies’ immersive and industry-relevant online internship program. This self-paced, pre-recorded video-based internship is designed for students and aspiring professionals who want to build strong foundational and applied knowledge in Data Analytics, Visualization, and Machine Learning using the most in-demand tools and technologies.
Program Highlights
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Duration: 1 Month (Self-paced with lifetime access to content)
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Tools Covered:
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Excel for Data Cleaning, Summarization & Dashboards
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MySQL for Data Querying & Joins
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Python with NumPy, Pandas, Matplotlib, Seaborn for Analysis & Visualization
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Power BI for Business Dashboards and Reporting
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Machine Learning (Scikit-learn) for Predictive Analytics
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Capstone Project: End-to-end business case analysis using the Northwind Traders Dataset integrating all tools
What You Will Learn
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Perform real-world data cleaning and preprocessing
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Query and manipulate structured data using SQL
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Analyze and visualize complex datasets in Python
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Build interactive dashboards with Power BI
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Apply ML algorithms like Regression, Classification, and Clustering
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Interpret business problems and convert them into data solutions
Why Choose This Internship?
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Designed and curated by industry experts with placement-oriented focus
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Step-by-step tasks, with guided video explanations for every module
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Hands-on experience with real datasets like HR Analytics, Retail Sales, and Northwind Traders
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Certificate of Completion from IQmath Technologies
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A powerful addition to your resume and LinkedIn profile
Modules
Datasets to Download
3 attachments
HR Analytics Data
Retail Sales Data
Northwind Traders Dataset
Excel
10 attachments • 19.34 mins
Task 1: Data Cleaning and Structuring
Excel: Upload your Task 1 Excel File
Task 2: Descriptive Statistics and Summarization
Excel: Upload your Task 2 Excel File
Task 3: Conditional Formatting and Insights Highlighting
Excel: Upload your Task 3 Excel File
Task 4: Pivot Tables and Advanced Data Summary
Excel: Upload your Task 4 Excel File
Task 5: Data Visualization using Excel Charts
Excel: Upload your Task 5 Excel File
MySQL
12 attachments • 19.51 mins
Task 1: Load HR Analytics Excel Data into MySQL Workbench
MySQL: Upload your Task 1 MySQL Script File
Task 2: Basic Filtering and Data Exploration
MySQL: Upload your Task 2 MySQL Script File
Task 3: Aggregation and Group Analysis
MySQL: Upload your Task 3 MySQL Script File
Task 4: Conditional Logic and Advanced Filtering
MySQL: Upload your Task 4 MySQL Script File
Task 5: Insightful Analysis Using Joins and Subqueries
MySQL: Upload your Task 5 MySQL Script File
Task 6: Mastering Joins and Window Functions on Retail Sales Dataset
MySQL: Upload your Task 6 MySQL Script File
Python with NPV
16 attachments • 30.81 mins
Task 1: Setup and Data Import using Pandas
Python: Upload your Task 1 Python Script File
Task 2: Data Cleaning and Preprocessing
Python: Upload your Task 2 Python Script File
Task 3: NumPy-based Statistical Analysis
Python: Upload your Task 3 Python Script File
Task 4: Filtering and Grouping using Pandas
Python: Upload your Task 4 Python Script File
Task 5: Exploratory Data Analysis (EDA)
Python: Upload your Task 5 Python Script File
Task 6: Correlation and Heatmap Analysis
Python: Upload your Task 6 Python Script File
Task 7: Attrition Analysis Dashboard
Python: Upload your Task 7 Python Script File
Task 8: Feature Engineering and Exporting Processed Data
Python: Upload your Task 8 Python Script File
Machine Learning
12 attachments • 11.16 mins
Task 1: Problem Formulation and Data Preparation
Machine Learning: Upload your Task 1 ML Script File
Task 2: Logistic Regression Model – Binary Classification
Machine Learning: Upload your Task 2 ML Script File
Task 3: Decision Tree Classifier – Model Explainability
Machine Learning: Upload your Task 3 ML Script File
Task 4: Random Forest with Feature Importance Analysis
Machine Learning: Upload your Task 4 ML Script File
Task 5: Model Evaluation and Cross-Validation
Machine Learning: Upload your Task 5 ML Script File
Task 6: Hyperparameter Tuning using GridSearchCV
Machine Learning: Upload your Task 6 ML Script File
Power BI
12 attachments
Task 1: Building the Data Model in Power BI
Power BI: Upload your Task 1 PBIX File
Task 2: Creating a Sales Performance Dashboard
Power BI: Upload your Task 2 PBIX File
Task 3: Customer Insights and Segmentation
Power BI: Upload your Task 3 PBIX File
Task 4: Inventory vs Sales Report
Power BI: Upload your Task 4 PBIX File
Task 5: Staff Performance Monitoring
Power BI: Upload your Task 5 PBIX File
Task 6: Creating an Executive Summary Dashboard
Power BI: Upload your Task 6 PBIX File
Final Capstone Project
2 attachments
Data-Driven Business Insights for Northwind Traders
Final Capstone Project: Upload your Final Task ZIP File
FAQs
How can I enrol in a course?
Enrolling in a course is simple! Just browse through our website, select the course you're interested in, and click on the "Enrol Now" button. Follow the prompts to complete the enrolment process, and you'll gain immediate access to the course materials.
Can I access the course materials on any device?
Yes, our platform is designed to be accessible on various devices, including computers, laptops, tablets, and smartphones. You can access the course materials anytime, anywhere, as long as you have an internet connection.
How can I access the course materials?
Once you enrol in a course, you will gain access to a dedicated online learning platform. All course materials, including video lessons, lecture notes, and supplementary resources, can be accessed conveniently through the platform at any time.
Can I interact with the instructor during the course?
Absolutely! we are committed to providing an engaging and interactive learning experience. You will have opportunities to interact with them through our community. Take full advantage to enhance your understanding and gain insights directly from the expert.
About the creator
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