Search result for Exploratory data analysis Online Courses & Certifications
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Supervised Machine Learning: Classification
by Mark J Grover , Miguel Maldonado- 4.9
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Approx. 11 hours to complete
This course targets aspiring data scientists interested in acquiring hands-on experience with Supervised Machine Learning Classification techniques in a business setting. To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Probability, and Statistics....
Six Sigma Advanced Define and Measure Phases
by Christina Scherrer, PhD , Gregory Wiles, PhD , Bill Bailey, PhD- 4.8
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Approx. 15 hours to complete
This course will provide you with the advanced knowledge of team dynamics and performance, process analysis, probability, statistics, statistical distributions, collecting and summarizing data, measurement systems analysis, process and performance capability, and exploratory data analysis associated with Six Sigma and Lean. Exploratory Data Analysis - Recommended Reading Exploratory Data Analysis Practice Quiz Exploratory Data Analysis Graded Quiz...
Data Analytics Real-World Projects using python
by Shan Singh- 4.1
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6.5 hours on-demand video
Build a Portfolio of 5 Data Analysis Projects with Plotly,Folium,TextBlob,Geopy & Many more & get a job of Data Analyst Starting with importing messy data, cleaning data, merging and concatenating data, grouping and aggregating data, Exploratory Data Analysis through to preparing and processing data for Statistics, Machine Learning and Data Presentation....
$12.99
Analyze Datasets and Train ML Models using AutoML
by Antje Barth , Shelbee Eigenbrode , Sireesha Muppala , Chris Fregly- 4.6
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Approx. 14 hours to complete
In the first course of the Practical Data Science Specialization, you will learn foundational concepts for exploratory data analysis (EDA), automated machine learning (AutoML), and text classification algorithms. Practical Data Science Use case and data set Data ingestion and exploration Data visualization Week 2: Data Bias and Feature Importance Text analysis...
Genomic Data Science Capstone
by Jeff Leek, PhD , Kasper Daniel Hansen, PhD- 4.5
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Approx. 12 hours to complete
You'll work with a real data set to perform analyses and prepare a report of your findings. Getting the data from SRA Exploratory Analysis Statistical Analysis Gene Set Analysis Describe Your Analysis...
Advanced Statistical Inference and Modelling Using R
by Elena Moltchanova- 0.0
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6 Weeks
Advanced Statistical Inference and Modelling Using R is part two of the Statistical Analysis in R professional certificate. Exploratory data analysis and data visualisation using R. Multivariate analysis using Generalised Linear Models (GLMs): Basics of power analysis (sample size evaluation) and some thoughts on experimental design and missing data....
$249
Python & R Programming
by Sai Acuity Institute of Learning Pvt Ltd Enabling Learning Through Insight!- 0.0
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25 hours on-demand video
R is mainly used when the data analysis task requires standalone computing or analysis on individual servers. It’s great for exploratory work, and it's handy for almost any type of data analysis because of the huge number of packages and readily usable tests that often provide you with the necessary tools to get up and running quickly....
$12.99
Data Science with Python 3.x
by Packt Publishing- 3.9
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13.5 hours on-demand video
Gain useful insights from data by performing popular data science techniques using Python libraries You will begin with performing data analysis on real-world datasets. You will then work on large datasets and perform exploratory data analysis to investigate the dataset and to come up with the findings from it. Finally, you will perform data visualization using Python and Matplotlib 3....
$9.99
Python Machine Learning : Learn Handson™
by Handson ™- 4.7
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7.5 hours on-demand video
Linear Algebra, Exploratory Data Analysis, Linear Regression, Various Classification techniques, Clustering, Dimensionality reduction and Artificial Neural Networks. Machine Learning, Deep Learning, AI and Data Science Basic Concepts Python package “Numpy” for numerical computation, Python package “Matplotlib” for visualization and plotting, Python package “pandas” for data analysis Data Visualization in Python with MatPlotLib and Seaborn...
$12.99
Data Structures & Algorithms I: ArrayLists, LinkedLists, Stacks and Queues
by Mary Hudachek-Buswell- 0.0
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5 Weeks
Work with the principles of data storage in Arrays, ArrayLists & LinkedList nodes. Harnessing the power of recursion to move through these data structures is necessary. As the size changes in your data structures, it becomes important to examine amortized analysis of the operations. All modules include an Exploratory Lab that incorporates a Visualization Tool specifically designed for this course....
$149
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