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Course Details

Popular
Data Analysis & Patterns

Advanced Data Analysis with Python

Instructor: Rajibul Islam

Created: 18 Jan, 2025

Courses Descriptions

�� Duration:

12 Weeks (80–100 contact hours)

�� Target Audience:

Intermediate to advanced learners familiar with Python basics (variables, loops, functions) who want to master data analytics, automation, and data-driven decision-making.

�� Course Overview

This course provides learners with the skills and tools to extract insights from data using Python. It covers data wrangling, visualization, exploratory data analysis (EDA), statistical inference, time series analysis, and machine learning for predictive analytics.

By the end, learners will complete a capstone project that applies analytical techniques to a real-world dataset.

�� Learning Outcomes

By the end of this course, students will be able to:

1. Manipulate, clean, and transform complex datasets.

2. Apply statistical and probabilistic methods to real-world data.

3. Create advanced visualizations using Matplotlib, Seaborn, and Plotly.

4. Conduct exploratory data analysis (EDA) to uncover insights.

5. Build predictive and classification models using scikit-learn.

6. Perform time series analysis and forecasting.

7. Implement data pipelines and automate reporting.

8. Use dashboards and storytelling to communicate findings effectively.

Overview
10:00:00
Historical Context
52:00:00
Answering Questions with Data
10:00:00

Overview
10:00:00
Historical Context
52:00:00
Answering Questions with Data
10:00:00

Overview
10:00:00
Historical Context
52:00:00
Answering Questions with Data
10:00:00

Overview
10:00:00
Historical Context
52:00:00
Answering Questions with Data
10:00:00

Instructor

Rajibul Islam

Web Developer

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6 Courses

3 Students

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Courses Includes:

  • Price : $300.00
  • Instructor : Rajibul Islam
  • Durations : 80 Hour
  • Lessons : 12
  • Students : 3
  • Language : English
  • Level : Intermediate Level
  • Certifications : Yes
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