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Data Analytics Engineering: Probability & Techniques
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Data Analytics Engineering: Probability & Techniques

Learn data analytics fundamentals: Python, data structures, wrangling, and exploratory analysis. Master probability techniques for real-world data.

Course Cost

₹ 2,699

Beginner

Skill Level

17 Hours

Self-paced lessons

This course offers a comprehensive introduction to data analytics engineering, focusing on probability and essential techniques. Students will learn Python programming fundamentals, work with modern data structures, and apply data cleaning and wrangling operations. The curriculum covers conceptual and practical applications of probability and distribution, cluster analysis, text analysis, and time series analysis. Through hands-on modules, learners will master Python basics, explore various data structures, understand DataFrames for efficient data manipulation, and develop skills in exploratory data analysis. By the end of the course, students will be equipped with the necessary tools and techniques to analyze real-world data effectively, preparing them for more advanced topics in data analytics engineering.

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What you'll learn

  • Understand Python programming fundamentals and control structures

  • Master various data structures including lists, dictionaries, and arrays

  • Learn to work with DataFrames for efficient data manipulation and analysis

  • Develop skills in data cleaning, transformation, and aggregation

  • Gain proficiency in exploratory data analysis techniques

  • Apply statistical summaries and data visualization methods

  • Understand the basics of probability and its applications in data analytics

  • Practice real-world data analysis through hands-on programming assignments

Skills you'll gain

Python programming
data structures
DataFrames
data wrangling
exploratory data analysis
probability
data visualization

This course includes:

1 Hours PreRecorded video

4 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

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There are 4 modules in this course

This course provides a comprehensive introduction to data analytics engineering, focusing on probability and essential techniques. Students will learn Python programming fundamentals, working with various data structures like lists, dictionaries, and arrays. The curriculum covers DataFrames for efficient data manipulation, including cleaning, transformation, and aggregation. Learners will develop skills in exploratory data analysis, using statistical summaries and data visualization techniques to uncover patterns and trends in real-world data. Through hands-on practice and quizzes, students will gain practical experience in applying these concepts, preparing them for more advanced topics in data analytics.

Introduction to Python

Module 1 · 5 Hours to complete

Data Structures

Module 2 · 4 Hours to complete

Modern Data Structures and Data Wrangling

Module 3 · 4 Hours to complete

Exploratory Data Analysis

Module 4 · 4 Hours to complete

Fee Structure

Payment options

Financial Aid

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Data Analytics Engineering: Probability & Techniques

Beginner

Skill Level

17 Hours

Self-paced lessons

Course Cost

₹ 2,699

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.