Search result for Exploratory data analysis process Online Courses & Certifications
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Data Management and Visualization
by Lisa Dierker- 4.4
Approx. 12 hours to complete
By the end of the course, you will be able to use powerful data analysis tools – either SAS or Python – to manage and visualize your data, including how to deal with missing data, variable groups, and graphs. SAS Lesson 1 - Defining exploratory data analysis Python Lesson 1 - Defining Exploratory Data Analysis...
Python Machine Learning : Learn Handson™
by Handson ™- 4.7
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
How to Win a Data Science Competition: Learn from Top Kagglers
by Dmitry Ulyanov , Alexander Guschin , Mikhail Trofimov , Dmitry Altukhov , Marios Michailidis- 4.7
Approx. 54 hours to complete
Being able to achieve high ranks consistently can help you accelerate your career in data science. - Learn how to preprocess the data and generate new features from various sources such as text and images. Exploratory Data Analysis Exploratory data analysis Building intuition about the data Exploring anonymized data Exploratory data analysis...
Data Structures & Algorithms I: ArrayLists, LinkedLists, Stacks and Queues
by Mary Hudachek-Buswell- 0.0
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
Visualizing Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 0.0
Approx. 17 hours to complete
Data visualization is a critical part of any data science project. Similarly, once you’ve completed your analysis and are ready to present your findings, data visualizations are a highly effective way to communicate your results to others. Plot Generation Process Getting the Data in Order Exploratory Data Analysis (EDA) Exploratory Data Analysis (EDA)...
Process Data from Dirty to Clean
by Google Career CertificatesTop Instructor- 4.8
Approx. 22 hours to complete
This is the fourth course in the Google Data Analytics Certificate. These courses will equip you with the skills needed to apply to introductory-level data analyst jobs. The data analyst job-application process Joseph: Black and African American inclusion in the data industry Describe the process involved in verifying the results of cleaning data...
Financial Engineering and Artificial Intelligence in Python
by Lazy Programmer Team- 4.7
20 hours on-demand video
Exploratory data analysis, significance testing, correlations, alpha and beta As the author of ~30 courses in machine learning, deep learning, data science, and artificial intelligence, I couldn't help but wander into the vast and complex world of financial engineering. Time series analysis Exploratory data analysis...
$199.99
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Inclusive Analytic Techniques
by Sarah Kaplan , Brian Silverman , Chanel Grenaway , Karen Sihra, PhD- 4.8
Approx. 8 hours to complete
Ethical and legal considerations in inclusive data collection Quantitative data analysis through a gender lens: probability Quantitative data analysis through a gender lens: data and interpretation Data collection and the data generation process Learn quantitative & qualitative research and analysis techniques; explore how to integrate insights from both types of data to generate insight....
Data Science Project: MATLAB for the Real World
by Michael Reardon , Brandon Armstrong , Erin Byrne , Adam Filion , Heather Gorr , Maria Gavilan-Alfonso , Matt Rich , Isaac Bruss- 4.8
Approx. 13 hours to complete
Like most subjects, practice makes perfect in Data Science. In the capstone project, you will apply the skills learned across courses in the Practical Data Science with MATLAB specialization to explore, process, analyze, and model data. Data and Code Files Tasks for Exploring and Cleaning the Taxi Data Exploring the Taxi Data by Region...
Capstone: Retrieving, Processing, and Visualizing Data with Python
by Charles Russell Severance- 4.7
Approx. 9 hours to complete
In the capstone, students will build a series of applications to retrieve, process and visualize data using Python. Coming from Python 2 - Encoding Data in Python 3 Exploring Data Sources (Project) Identifying Your Data Source - Introduction List of Data Sources (Instructional Staff Curated) Select and process the data of your choice...