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Statistics Fundamentals with Python

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Total Duration
19 Hours

Statistical knowledge is key to evaluating, interpreting, and reporting findings from your data. With these courses, you will learn to confidently evaluate statistical models, simulate data, and draw conclusions from a wide variety of data sets.

Courses in this Learning Path
1
Statistical Thinking in Python (Part 1)
DataCamp Course via DataCamp
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Duration : 3 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Statistical Thinking in Python (Part 1)

After all the work that went into getting data and converting it into an accessible format, you want to be able to draw concise and clear conclusions. This is the final step in any data analysis process. This course will teach you how to understand data, build a foundation for statistical thinking and interpret the information it gives you. The foundations of statistical thinking are now easier …

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2
Statistical Thinking in Python (Part 2)
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Statistical Thinking in Python (Part 2)

Part 1 of Statistical Thinking In Python will give you the foundational skills to be a hacker statistician and a probabilistic mindset that can help you dig into data and extract useful information. This course will teach you how to do just that. This course will help you to improve your hacker statistics skills, including hypothesis testing, parameter estimation, statistical inference and …

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3
Introduction to Linear Modeling in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to Linear Modeling in Python

Scientists are driven by one goal: To identify patterns in data and build models that can predict and describe them. The most basic pattern is a linear relationship between two variables. This course will teach you how to explore, quantify and model linear relationships in data. This course will cover techniques like least squares, linear regression, and estimation. This course will show you how …

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4
Statistical Simulation in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Statistical Simulation in Python

Simulations are a type if computational algorithm that use the simple idea random sampling to solve increasingly complex problems. Although simulations have been around since ancient times they have gained popularity with the rise in computational power. Simulations are used in many areas, including Artificial Intelligence, Physics, Computational Biology and Finance. To simulate data and …

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5
Case Studies in Statistical Thinking
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Case Studies in Statistical Thinking

Mastery is only possible through practice. You have successfully completed Statistical Thinking I & II. These courses will equip you with the hacker stats and probabilistic mindset needed to extract valuable insights from your data. Now is the time to build your foundation and start practicing your craft.

This course will help you apply your statistical thinking skills, exploratory data analysis …

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6
Statistics Fundamentals with Python
DataCamp Course via DataCamp
learnpath-img
Duration : 19 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Statistics Fundamentals with Python

Statistics knowledge is essential for interpreting and reporting on data. These courses will teach you how to evaluate statistical models, simulate data and draw conclusions from a variety of data sets.