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.
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
CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea
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.
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.
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 insights made complex topics feel approachable, igniting a passion in me I never knew I had. If you're on the fence about where to start, trust me, this is the place. Dive in, and let them be the compass to your future.
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!