Master the skills to analyze business data, create impactful dashboards, and drive data-informed decisions for organizational success.
1 instructor teaches this course
48
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Classes & activities
Starts at
₹1,11,669Inclusive of GST
What you'll be able to do after completing these classes
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Analyze business data to extract actionable insights and support strategic decisions.
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Design and build professional dashboards and reports using industry-standard tools.
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Apply data-driven approaches to solve business problems and communicate findings effectively.
Classes and Activities
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Course Introduction & Data Analytics Overview
1 hr 30 min
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Meet your instructor and peers, review the course structure, and discuss the role of data analytics and business intelligence in modern organizations. Understand key concepts and career paths.
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Python Setup and Environment Basics
1 hr 30 min
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Learn how to install Python, Jupyter Notebook, and essential libraries. Set up your workspace and get familiar with the tools you'll use throughout the course.
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Python Fundamentals: Variables, Data Types, and Operators
1 hr 30 min
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Dive into Python syntax, variables, data types (strings, numbers, lists, dictionaries), and operators. Practice writing and running simple Python scripts.
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Control Flow in Python: Conditionals and Loops
1 hr 30 min
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Explore if-else statements, for and while loops, and logical operators in Python. Apply control flow to automate repetitive tasks in data analysis.
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Functions and Modules in Python
1 hr 30 min
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Understand how to define and use functions, import modules, and organize your Python code for data analysis projects.
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Introduction to Pandas for Data Analysis
1 hr 30 min
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Learn the basics of the Pandas library, including Series and DataFrames. Practice loading, inspecting, and manipulating data.
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Data Cleaning with Pandas
1 hr 30 min
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Handle missing values, duplicates, and inconsistent data. Learn best practices for preparing data for analysis using Pandas.
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Data Aggregation and Grouping in Pandas
1 hr 30 min
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Use groupby, aggregation, and pivot tables to summarize and analyze datasets efficiently in Pandas.
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Basic Data Visualization in Python
1 hr 30 min
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Create basic plots such as line, bar, and scatter plots using Matplotlib and Seaborn. Learn to interpret visualizations for insights.
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Advanced Data Visualization in Python
1 hr 30 min
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Create complex visualizations like heatmaps and pairplots. Customize plots for effective data storytelling.
About the course
This 12-week instructor-led course equips participants with the essential skills to analyze business data, build professional dashboards, and generate insightful reports. Through hands-on projects and real-world case studies, learners will master industry-standard tools and techniques to support business decisions with data-driven insights. The course prepares you for in-demand roles such as Data Analyst, Business Analyst, BI Analyst, Reporting Analyst, Data Visualization Specialist, and Analytics Consultant.
Availability
1 enrollment options available
Jun 21 (Sun)
7:00 AM
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Yuno Learning
About the academy
Founded 2014 in Reston, VA, Ingress is an SBA-certified IT firm with 10 years in federal, financial & healthcare delivery. With in-house AI arm Otonmi, we unite strategy + delivery under one team using the Aizen model for cloud modernization, data engineering & AI.