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Data Analytics With Machine Learning (Offline)

Master Data Analytics with Python, Power BI, and Tableau. Learn data manipulation using Pandas and NumPy, then create interactive dashboards to generate business insights. From statistical analysis to automated reporting, gain the tools to excel in data science.

Duration: 3 Months Class Type: Live (Offline) Batch: 1
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āĻŦā§āϝāĻžāϚ āĻļ⧁āϰ⧁

2026-02-25

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30

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āϕ⧋āĻ°ā§āϏ āχāĻ¨ā§āϏāĻŸā§āϰāĻžāĻ•ā§āϟāϰ āĻĄāĻŋāĻŸā§‡āχāϞāϏ

Salman Md Sultan

Salman Md Sultan

Chief Executive Officer (CEO)!ERobi AxiataResearcher!Team Leader (R&D)!Python Developer!AI Research Programmer!Report Analyst

Innovative Skills Ltd.! Gachon University! European IT! TISCON!Chosun University! Robi Axiata Limited

āĻ•āĻžāϰāĻŋāϕ⧁āϞāĻžāĻŽ

Introduction to Data Analytics
  • Understanding Data Analytics and Its Applications
  • Types of Data Analytics (Descriptive. Diagnostic. Predictive. Prescriptive)
  • Data Analytics Process and Workflow
Python for Data Analytics
  • Introduction to Python and Jupyter Notebook
  • Data Manipulation with Pandas and NumPy
  • Data Visualization with Matplotlib and Seaborn
  • Exploratory Data Analysis (EDA)
  • Introduction to Machine Learning with Scikit-Learn
Excel for data analytics
  • Data Cleaning & Preparation
  • Data Analysis Functions
  • Pivot Tables for Data Summarization
  • Data Visualization
Business Intelligence with Power BI
  • Introduction to Databases and SQL
  • Writing Basic SQL Queries (SELECT. WHERE. ORDER BY)
  • Filtering and Aggregating Data (GROUP BY. HAVING)
  • SQL for Business Intelligence and Reporting
  • Data Cleaning and Transformation with SQL. Joins and Subqueries (INNER JOIN. LEFT JOIN. RIGHT JOIN)
  • Introduction to Power BI and Its Features
  • Connecting and Transforming Data in Power BI
  • Data Modeling and DAX (Data Analysis Expressions)
  • Creating Interactive Dashboards and Reports
  • Power BI Service and Report Publishing
Data Visualization with Tableau
  • Getting Started with Tableau
  • Connecting to Different Data Sources
  • Creating Charts. Graphs. and Maps
  • Dashboard Design and Data Storytelling
  • Advanced Visualizations and Calculations
Real-World Applications and Case Studies
  • Hands-on Projects Using Python. Power BI & Tableau
  • Data-Driven Decision-Making for Businesses
  • Industry-Specific Case Studies (Finance. Marketing. Healthcare. etc.)
Capstone Project and Career Guidance
  • End-to-End Data Analytics Project
  • Resume Building and Interview Preparation for Data Analytics Roles
  • Industry Best Practices and Future Trends in Data Analytics

Salman Md Sultan

Education

  • M.Sc. in Information and Communication Engineering, Chosun University, Gwangju, South Korea. CGPA: 4.25 out of 4.50, passing year: 2021., CGPA: 4.25 out of 4.50,
  • B.Sc. in Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh. CGPA: 3.75 out of 4.00, passing year: 2017., CGPA: 3.75 out of 4.00,
  • Higher Secondary Certificate (HSC): Science, Government Laboratory High School, Dhaka. GPA: 4.40 out of 5, passing year: 2013., GPA: 4.40 out of 5,
  • Secondary School Certificate (SSC): Science, Government Laboratory High School, Dhaka. GPA: 4.69 out of 5, passing year: 2011., GPA: 4.69 out of 5,

IT Industrial Experience (6 Years)

No. Institution Designation Duration
1 Innovative Skills Ltd. Chief Executive Officer (CEO) 2023-Continue
2 Gachon University ERobi AxiataResearcher 01/05/2023-Continue
3 European IT Team Leader (R&D) 01/02/22-30/04/2023
4 TISCON Python Developer 01/10/21-31/01/22
5 Chosun University AI Research Programmer 03/09/19-31/08/21
6 Robi Axiata Limited Report Analyst 10/04/18-30/09/18

Project/Research

  • 2022-2023: Development of Collective Collaboration Intelligence Framework for Internet of Autonomous Things, South Korea. [RSSI, Localization, Data Analysis, Supervised Learning]
  • 2023 [Running]: Geobag Counting using Deep Learning. [Yolov3, Django, MySQL, Bootstrap], jQuery]
  • 2022-2023: Employee Attendance System using Computer Vision [OpenCV, Yolov3, Django, Firebase]
  • 2021-2022: Intelligent platform for Indoor Spatial Data Infrastructure Based on Crowd-sourcing Behavior, South Korea. [RSSI, Localization, Data Analysis, Supervised Learning]
  • 2020-2022: Smart city urban infrastructure air quality real-time monitoring and prediction platform technology development, South Korea. [Tensorflow, Deep Reinforcement Learning, LSTM, Drone Navigation, AQI Data Analysis]
  • 2021: Employee Attendance System using Computer Vision [Dlib, Face_recognition API]
  • 2021: Exam Proctoring System using Computer Vision [Dlib, Face_recognition, Yolov3]
  • 2019-2021: Development of Autonomous Collaborative Swarm Intelligence Technologies, South Korea. [Tensorflow, Google Dev. Board, Deep Reinforcement Learning, LSTM, Dense, IoT]

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  • ⏱ Duration3 Months
  • đŸĒ‘ Available Seats30
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Priceā§ŗ 15000

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Entrepreneur

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Automation Specialist

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Graduate Research Assistant

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Rahmatullah Masum
Rahmatullah Masum
(5.0) 1 year ago

Assalamu Alaikum. 'Machine Learning for NLP' and other courses offered by Innovative Skills BD are well organized and the instructors are very helpf...

Shaiful Islam
Shaiful Islam
(5.0) 1 year ago

Embarking on a 4IR journey? Choose Innovative Skills. From Computer Vision, and NLP to other cutting-edge courses, their hands-on approach and expert...

Obaydullah Hasib
Obaydullah Hasib
(5.0) 1 year ago

Enrolling in the "Python Development with Django" course at ISBD has been a transformative experience. Salman Vai, our instructor, is so supportive, h...

Tasfiq Kamran
Tasfiq Kamran
(5.0) 1 year ago

A very friendly teaching platform with up to date topics and industry experts. Learning here is a great experience.

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Data Analytics With Machine Learning (Offline) āύāĻŋā§Ÿā§‡ āφāĻĒāύāĻžāϰ āϜāĻ¨ā§āϝ āϕ⧋āύ learning path best āĻšāĻŦ⧇, āϏ⧇āϟāĻž āĻŦ⧁āĻāϤ⧇ āφāĻŽāĻžāĻĻ⧇āϰ team āφāĻĒāύāĻžāϕ⧇ call back āĻ•āϰāĻŦ⧇āĨ¤

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Data Analytics With Machine Learning (Offline)

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