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Complete Statistics For Business Analysis & Data Science

Master statistical analysis! Learn probability, distributions, correlation, regression, and research methods for data-driven insights.

4.3(23)
121students
18h 49m
Certificate
Iftikhar Ali
Iftikhar AliData Scientist | Statistician| Business & Finance Prof

Course Content

Complete Statistics For Business Analysis & Data Science is an all-levels Udemy course taught by Iftikhar Ali. It runs 18h 49m, is taught in English, and includes a certificate of completion. Learners rate it 4.3 out of 5 from 23 reviews, with 121 students enrolled. It is a paid course, last updated October 2023.

Unlock the power of data with Complete Statistics for Business Analysis and Data Science! This comprehensive course takes you from fundamentals of statistics to advanced statistical techniques, designed for learners of all levels.

Master Core Statistical Concepts:

  • Fundamentals of Statistics: Grasp essential statistics terminology and concepts crucial for data analysis.
  • Data Presentation & Distribution: Learn effective methods for data distribution and visualization.
  • Measures of Central Tendency: Understand and apply arithmetic mean, median, mode, harmonic mean, geometric mean, winsorized mean, trimmed mean, quartiles, deciles, and percentiles to summarize data.
  • Measures of Dispersion: Explore absolute and relative measures of dispersion including range, coefficient of range, quartile deviation, coefficient of quartile deviation, mean deviation, standard deviation, variance, and coefficient of variation to assess data spread.
  • Skewness & Kurtosis: Analyze skewness and kurtosis to understand data shape and distribution.
  • Correlation & Regression: Learn simple, ranked, and combined correlation, as well as simple and multiple regression techniques. Understand scatterplots and the correlation coefficient.
  • Index Numbers: Explore simple and composite index numbers, including weighted and un-weighted index and the Consumer Price Index.
  • Time Series Analysis: Develop skills in time series analysis using methods like semi-average method, moving average, 4 quarter moving average centered, least square method, decomposition, and ratio to moving average.
  • Probability: Build a strong foundation in probability concepts.

Practical Application:

This course emphasizes practical application with practical questions throughout, ensuring you can immediately apply your knowledge.

What You'll Get:

  • Lifetime Access: Enjoy unlimited access to the course materials.
  • Dedicated Support: Receive friendly support in the Q&A section.
  • Udemy Certificate: Download a certificate of completion to showcase your skills.
  • Money-Back Guarantee: Enroll with confidence with a 30-day money-back guarantee.

Who is this course for?

  • Aspiring Data Scientists: Build a strong statistical foundation for a career in Data Science.
  • Business Intelligence Professionals: Enhance your skills in Business Intelligence and data-driven decision making.
  • Business Analysts: Improve your analytical abilities and interpret data effectively.
  • Business Executives: Make informed decisions based on statistical insights.
  • Research Analysts: Apply statistical methods to research and analysis.
  • Anyone passionate about numbers and quantitative analysis.
  • Beginners looking to learn statistics.
  • Students seeking a comprehensive statistics course.

If you're ready to master statistics and its application in the business world, enroll now! We encourage you to leave any questions or feedback in the comments section.

Enroll Now to start your journey!

Best Regards,

Iftikhar A.

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