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Machine Learning

Statistician

Statistician

Statistician plays a vital role in Machine Learning. Statistical ways are always needed to find answers to the questions we have about the supplied data. Statistics help us to decide and find out that what data had been used to train the machine learning model and how to depict conclusions of testing different machine learning models. Statisticians are needed in research and academics to find out the better solution for different problems. They improve the products of a company by applying the best outcome from their conclusions. They help identify trends within the data with a mixture of business understanding and technical skills.

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Skills Covered in this Path

Marginal Probability
Bayes Theorem
Binomial Distribution
Normal Distribution
Poisson Distribution
Central Tendency
Measures of Variability
Measure of Skewness
Kurtosis
Hypothesis Testing
T-test
Descriptive Statistics
Measures of Dispersion Range and IQR
Central Tendency and 3 Ms
The Empirical Rule and Chebyshev Rule
Correlation Analysis
Statistical Analysis
EDA
Basics of Probability
Marginal Probability
Bayes Theorem
Probability
Statistics
Normal Distribution
Sampling Distribution
Hypothesis
Central Limit Theorem

Free Courses

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Probability and Probability Distributions for Machine Learning

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Descriptive Statistics

3

Hypothesis Testing

4

Statistics for Machine Learning

5

Statistical Analysis

6

Probability for Data Science

7

Statistics for Data Science

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Upskill yourself with 1000+ courses across different domains and earn a certificate.

Stand out to recruiters

Earn certificates for each course you complete and share it online to get noticed by recruiters.

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Success stories

Can Great Learning Academy courses help your career? Our learners tell us how.

The AI for Leaders program was thoughtfully designed to include a high level of exposure to experts practicing in the field. Each topic was covered in enough detail to build a solid knowledge base.

Chris Hegeman

Director of Marketing Analytics & Business Intelligence- Embedded Technology/ IoT

Dell, Inc, US

The learning experience was very enriching and the mentors and advisors were very supportive all along. I'm extremely glad I signed up for the program. I definitely got what I wanted from the program and strongly recommend it.

Javier R. Olaechea

Data Solution Integration Advisor

ExxonMobil, US

I found the Data science program to have the perfect combination of relevant content, flexibility, academic rigor, and practical content that allowed me to immediately put all into practice at work.

Gabriel Arbe

Director of Operations, Latin America

VMWARE, US

The AI for Leaders program has been a great learning experience with right levels of depth and breadth across the subject. It is a well administered program which enhanced my learning experience.

Raghavendra P Setty

Vice President

Charles Schwab & Co. In, US

I believe the AIML course is of high-quality, and all the instructors are highly prepared in every topic. I also believe our Mentor is doing a fantastic job every week, and his personal insights and additions to the materials are very valuable.

Gaston Alvarado Maza

Global Category Manager

Materion Corporation,US

The data science journey was full of intense learning, but the best experience I have had. I would be willing to do it over and over again. I will highly recommend it. Thank you The University of Texas and Great Learning!

Kati Laev

Customer Service Administrator

CMT Limited UK

The program was flexible and increased my understanding of AI and the processes for integrating it into business. I would highly recommend this program to business professionals who want to understand AI and its applicability in projects better.

Hugh Hanlon

Defense Research Analyst-Associate, Booz Allen Hamilton (United States)

Booz Allen, US

The AIML program has given me solid foundational knowledge around Python, AI, and ML. The program content was very well-curated, and it covered the right things in the right depth for a program like this.

Pertuso Dryonis

Sr. Advisor Applied Data Analytics, Hess Corporation (United States))

Hess, US

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Statistician

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