āϞāĻžāχāĻ­ (āĻ…āĻĢāϞāĻžāχāύ) āϕ⧋āĻ°ā§āϏ

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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āĻ•ā§āϞāĻžāϏ āϰ⧇āĻ•āĻ°ā§āĻĄāĻŋāĻ‚ āĻ“ āϞāĻžāχāĻĢāϟāĻžāχāĻŽ āĻāĻ•ā§āϏ⧇āϏ

āĻŦā§āϝāĻžāϚ āĻļ⧁āϰ⧁

2026-02-25

āϞāĻžāχāĻ­ āĻ•ā§āϞāĻžāϏ

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āφāϏāύ āĻ–āĻžāϞāĻŋ

30

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ā§§āĻŽ āĻŦā§āϝāĻžāϚ

āĻ“ā§Ÿā§‡āĻŦāĻŋāύāĻžāϰ āĻ“ āĻĄā§‡āĻŽā§‹ āĻ•ā§āϞāĻžāϏ

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

  • ,

IT Industrial Experience (6 Years)

No. Institution Designation Duration
1 CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea

Project/Research

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Mehedi Azad

Alomghir Hossain

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āϕ⧋āĻ°ā§āϏ āĻ“āĻ­āĻžāϰāĻ­āĻŋāω

āϞāĻžāχāĻ­ āĻŦā§āϝāĻžāϚ â€ĸ āϏ⧀āĻŽāĻŋāϤ āϏāĻŋāϟ

  • ⏱ Duration3 Months
  • đŸĒ‘ Available Seats30
  • 📡 Class Type āϞāĻžāχāĻ­ (āĻ…āĻĢāϞāĻžāχāύ)
  • 🔓 AccessLifetime

Priceā§ŗ 15000

Discount Priceā§ŗ 13500

āĻŦā§āϝāĻžāĻšā§‡ āĻ­āĻ°ā§āϤāĻŋ āĻšā§‹āύ

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

Course Instructor

Salman Md Sultan

Salman Md Sultan

CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea

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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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āĻ“ā§Ÿā§‡āĻŦāĻŋāύāĻžāϰ āĻ“ āĻĄā§‡āĻŽā§‹ āĻ•ā§āϞāĻžāϏ

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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.

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 helpful. So I recommend the courses of Innovative Skills BD.

Siraj Us Salekin
Siraj Us Salekin
(5.0) 1 year ago

Innovative Skills BD provided an excellent foundation for my journey into Machine Learning and Deep Learning. The NLP course, led by the phenomenal instructor Salman Bhai, was instrumental in teaching practical NLP model building and fostering a clear understanding of NLP classification, chatbots, and recommendation systems. However, it's important to note that this course is best suited for those with some programming experience. While highly valuable, it may be challenging for complete beginners. Ideal participants include recent university graduates or programmers seeking practical NLP knowledge. Salman Bhai's skillful guidance sets you on the right path. Those with strong self-study skills or a genuine desire to expand their NLP knowledge will find this course to be an excellent fit. Salman Bhai and his team were incredibly supportive throughout the program. Their dedication to continuous workshops and industry knowledge sharing significantly enhanced the learning experience. Overall Rating: 4.5 out of 5 stars A minor suggestion for improvement: While the course is fantastic, full beginner-friendliness with comprehensive code explanations for those entirely new to implementation would elevate it to a perfect score. However, for the hard-working student, this knowledge gap can be readily addressed through additional self-study using documentation or online resources. Ultimately, even the challenges encountered are part of the rewarding learning process. Thank you once again to Salman Bhai and his team!

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, he treats me like a brother. His teaching style is exceptional, breaking down complex concepts with clarity and enthusiasm. The detailed course structure ensures a comprehensive understanding. If you're seeking a top-notch educational destination, ISBD is the place to be. I recommend it for anyone looking to upskill and looking for a very good learning environment.

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