Search result for Exploratory data analysis methods Online Courses & Certifications
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Statistical Inference and Modeling for High-throughput Experiments
by Rafael Irizarry , Michael Love- 0.0
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4 Weeks
In this course you’ll learn various statistics topics including multiple testing problem, error rates, error rate controlling procedures, false discovery rates, q-values and exploratory data analysis. Data Analysis for Life Sciences: 4x: High-Dimensional Data Analysis Genomics Data Analysis: Organizing high throughput data Exploratory Data Analysis for High throughput data...
$149
Machine Learning With Big Data
by Mai Nguyen , Ilkay Altintas- 4.6
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Approx. 22 hours to complete
Want to make sense of the volumes of data you have collected? Association Analysis Association Analysis in Detail Machine Learning With Big Data - Final Remarks Cluster Analysis in Spark Slides: Cluster Analysis Slides: Association Analysis Cluster Analysis in Spark PDFs of Cluster Analysis in Spark Hands-On Readings Regression, Cluster Analysis, & Association Analysis...
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...
Studying Cities: Social Science Methods for Urban Research
by Laura Neijenhuis , Jan Fransen , Dorcas Nthoki , Rick Wolff , Maria Zwanenburg- 4.7
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Approx. 7 hours to complete
Then you have found the right course: Studying Cities: Social Science Methods for Urban Research by the Institute for Housing and Urban Development Studies (IHS), Erasmus University Rotterdam. Introduction to Studying Cities: Social Science Methods for Urban Research Data Analysis: Primary Quantitative Data Analysis Data Analysis: Secondary Quantitative Data Analysis Data Analysis: Quantitative Data Analysis...
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
Data Science and Machine Learning using Python - A Bootcamp
by Dr. Junaid Qazi, PhD- 4.4
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25 hours on-demand video
This is one of the most comprehensive course on any e-learning platform (including Udemy marketplace) which uses the power of Python to learn exploratory data analysis and machine learning algorithms. Pandas Data Structures - Series, DataFrame, Hierarchical Indexing, Handling Missing Data, Data Wrangling - Combining, merging, joining, Groupby, Other Useful Methods and Operations, Pandas Built-in Data Visualization...
$12.99
Network Analysis in Systems Biology
by Avi Ma’ayan, PhD- 4.5
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Approx. 30 hours to complete
An introduction to data integration and statistical methods used in contemporary Systems Biology, Bioinformatics and Systems Pharmacology research. The course covers methods to process raw data from genome-wide mRNA expression studies (microarrays and RNA-seq) including data normalization, differential expression, clustering, enrichment analysis and network construction. Deep Sequencing Data Processing and Analysis...
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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...
Introduction to Business Analytics: Communicating with Data
by Kevin Hartman- 4.6
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Approx. 15 hours to complete
The goal is to provide businesses and managers with the foundation needed to apply data analytics to real-world challenges they confront daily in their professional lives. Lecture 2-1: Understanding The Growth Of Data Lecture 2-2: Evaluating Methods Of Data Access Lecture 2-4: Planning Your Data Story Module 3: Finding Your Data Story...
Positive Psychology: Character, Grit and Research Methods
by Claire Robertson-Kraft, Ph.D. , Angela Duckworth, Ph.D.- 4.3
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Approx. 24 hours to complete
Learners discover how apply to research methods to their study of Positive Psychology. Collecting Data 1 Collecting Data 2 Quantitative Methods An Overview of Quantitative and Qualitative Data Collection Methods 1 Data Analysis Research Methods Knowledge Base: Analysis Make use of best practices for research data collection Utilize inferential statistics for data analysis...
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