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Data Analysis for Business and Finance
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 1.1 GB
Genre: eLearning Video | Duration: 11 lectures (4 hour, 34 mins) | Language: English
Learn Data Analysis: Descriptive & Inferential Statistics, Regression Analysis, Time Series and much more!

What you'll learn

    Understand Statistics from basic to advance level
    Learn Descriptive and Inferential Statistics
    How to Description different types of data
    Exploratory data analysis: graphical and numerical approaches (Mean, Mode, Standard Deviation etc)
    Exploring data analysis: Univariate and Bivariate Analysis
    Calculate Covariance and Correlation
    Understand the Central Limit Theorem
    Understand standard deviations
    Probability: Essentials and Conditional Probability
    Distinguish and work with different types of Probability Distributions (advance level distributions covered extensively)
    Calculate the measures of Central Tendency, Asymmetry, and Variability
    Understand what a Sampling and Estimation is
    Statistical Inference: Perform Hypothesis testing and Estimate Confidence Interval (from basics to deep dive)
    Regression Analysis and estimating relationships among variables (including complex level of testing with F-statistics and T-tests)
    Time-Series: Simple/Linear/Moving Average/Exponential, Smoothing techniques, Seasonality, Decomposition methods
    Make data driven decisions using the above (covering examples)

Requirements

    No prior knowledge or experience is required. We start from the basics and gradually build up your knowledge and skills.

Description

In these volatile and continuously evolving times, there's no dearth of data available from multiple sources. Therefore, it becomes imperative that such data is validated and converted into meaningful information that can be used to make optimal decisions.

This course exactly focuses on this and exposes you to various tools and methods that can be used to interpret data and derive information. What you learn in this course will give you a strong foundation in all the areas that support analytics and will help you to better position yourself for success within your organization.

If you are aiming for a career as a Data Scientist or Data Analyst then lay foundation on your Statistics, Regression, Time Series skills are a few things you wish to try and do. It covers the essentials of descriptive, predictive, and prescriptive analytics. It focuses on problem-solving by model development and solution interpretation. Use appropriate Data Analysis techniques for real-world problems and data. Write comprehensive and critical reports evaluating and interpreting obtained results.

So many courses and books just bombard you with the theory, and math, and coding... But they forget to explain, perhaps, the most important part: why you are doing, what you are doing. And that is how this course is so different. We focus on developing an intuitive feel for the concepts behind Data Analysis.

With our intuition tutorials, you will be confident that you understand all the techniques on an instinctive level. This is a game-changer for both business managers and finance professionals who can now learn techniques to maximize their knowledge and skills.

In conclusion, this is an exciting training program filled with intuition tutorials and techniques that can be applied to all sets of data to make decisions that can benefit you in both personal and professional life.

We are super enthusiastic about Data Analysis and hope to see you inside the class!

Saurav Singla

Who this course is for:

    Financial/Business analysts
    People who want a career in Data Science
    People who want a career in Business Intelligence
    People who want a career in Data Analytics
    Business executives
    Individuals who are passionate about numbers and quant analysis
    Anyone who wants to learn the subtleties of Statistics and how it is used in the business world
    People who want to start learning statistics
    People who want to learn the fundamentals of statistics

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