Search result for Exploratory data analysis methods Online Courses & Certifications
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Regression Modeling in Practice
by Jen Rose , Lisa Dierker- 4.4
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Approx. 11 hours to complete
This course focuses on one of the most important tools in your data analysis arsenal: regression analysis. Lesson 1: Observational Data Lesson 2: Experimental Data Lesson 4: Introduction to Multivariate Methods How to Write About Data Course Data Sets Uploading Your Own Data to SAS...
Mastering Statistical Quality Control with Minitab
by László Csanaki- 4.5
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4.5 hours on-demand video
Statistical Methods for Quality Improvement Start to learn the concepts and procedures of Statistical Quality Control, which are intensively used in business, engineering, manufacturing and in many places when decision making processes are driven by data and facts rather just by intuitive feelings. Capability Analysis with Non-normal Data. The Analysis of Variance Method with Balanced ANOVA....
$11.99
Data Analytics Foundations for Accountancy I
by Robert Brunner- 4.3
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Approx. 66 hours to complete
Welcome to Data Analytics Foundations for Accountancy I! You’re joining thousands of learners currently enrolled in the course. The Importance of Data Analytics in Modern Accountancy Python Data Structures Module 3: Introduction to Data Analysis Module 4: Statistical Data Analysis Visualization of Quantitative Data Introduction to Data Visualization Module 7: Exploring Two-Dimensional Data...
Statistics Primer for Data Scientist's
by Sai Acuity Institute of Learning Pvt Ltd Enabling Learning Through Insight!- 4.2
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3 hours on-demand video
If we talk in general about Data Science, then for a serious understanding and work we need a fundamental course in probability theory (and therefore, mathematical analysis as a necessary tool in probability theory), linear algebra and, of course, mathematical statistics. Data Mining and Data Visualization Terminologies and Statistical Methods in Data Science...
$12.99
Data Science 2021: Data Science & Machine Learning in Python
by Ankit Mistry- 4.4
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18.5 hours on-demand video
Data Science, Machine Learning Python, Deep Learning, TensorFlow 2. 0, NLP, Statistics for Data Science, Data Analysis ! 11) Data Analysis with Numpy: NumPy Arrays, Indexing and Selection, NumPy Operations 12) Data Analysis with Pandas: Pandas Series, DataFrames, Multi-index and index hierarchy, Working with Missing Data, Groupby Function, Merging Joining and Concatenating DataFrames, Pandas Operations, Reading and Writing Files...
$11.99
Sales Forecasting
by Scandinavian Institute of Business Analytics- 3.9
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1 hour on-demand video
Learn practical sales forecasting methods with Excel in 1 hour By looking at data from the past, you can extrapolate trends that will allow you to make forecasts that are more accurate. 3 major sales forecasting methods including moving average, exponential smoothing, and regression 2 additional extensions to the methods for in-depth analysis...
$9.99
Python 3: Project-based Python, Algorithms, Data Structures
by Mashrur Hossain- 4.7
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14.5 hours on-demand video
I particularly found the algorithms and data structures section to be valuable. Since it caters to a broad spectrum of students, the course is split in two parts, part 1 focusing on the Python programming language and part 2 focusing on Algorithms, Data Structures, Performance Analysis and larger scale projects. Part 2: Algorithms, Data Structures and Performance Analysis...
$16.99
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Practical Predictive Analytics: Models and Methods
by Bill Howe- 4.1
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Approx. 7 hours to complete
Statistical experiment design and analytics are at the heart of data science. Explain and apply a core set of classification methods of increasing complexity (rules, trees, random forests), and associated optimization methods (gradient descent and variants) Explain and apply a set of unsupervised learning concepts and methods Comparing Classical and Resampling Methods...
Social Science Approaches to the Study of Chinese Society Part 2
by Cameron Campbell- 0.0
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Approx. 16 hours to complete
Basic techniques for quantitative analysis are also introduced, along with a review of common challenges that arise in the interpretation of results. 7 Data 2 Survey data 3 Public data Week 4 Public Data for China Week 4 Public Data for China Quantitative Analysis 1 Overview: Quantitative Analysis 8 Summary Quantitative Analysis Week 5 Quantitative Analysis 7 Data sharing...
Advanced Predictive Techniques with Scikit-Learn& TensorFlow
by Packt Publishing- 4.1
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3.5 hours on-demand video
Ensemble methods offer a powerful way to improve prediction accuracy by combining in a clever way predictions from many individual predictors. Alvaro Fuentes is a Data Scientist with an M. He also has taught many (online and in-site) courses to students from around the world in topics like Data Science, Mathematics, Statistics, R programming and Python....
$12.99
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