Search result for Exploratory data analysis data science Online Courses & Certifications
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Data Science:Data Mining & Natural Language Processing in R
by Minerva Singh- 4.5
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13 hours on-demand video
Over the course of my research I realized almost all the R data science courses and books out there do not account for the multidimensional nature of the topic and use data science interchangeably with machine learning. You’ll start by absorbing the most valuable R Data Science basics and techniques. Extracting text data from Twitter and Facebook using APIs...
$12.99
SQL for Data Science Capstone Project
by Don Noxon- 3.9
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Approx. 35 hours to complete
Data science is a dynamic and growing career field that demands knowledge and skills-based in SQL to be successful. This community of fellow learners will provide additional input to help you refine your approach to data analysis with SQL and present your findings to clients and management. Getting Started and Milestone 1: Project Proposal and Data Selection/Preparation...
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
Case Studies in Functional Genomics
by Rafael Irizarry , Michael Love , Vincent Carey- 0.0
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5 Weeks
We will also go over quality control of FASTQ files; aligning RNA-seq reads; visualizing alignments and move on to analyzing RNA-seq at the gene-level : counting reads in genes; Exploratory Data Analysis and variance stabilization for counts; count-based differential expression; normalization and batch effects. Data Analysis for Life Sciences: 4x: High-Dimensional Data Analysis...
$149
Predictive Modeling, Model Fitting, and Regression Analysis
by Dursun Delen , Julie Pai- 4.4
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Approx. 4 hours to complete
We will review how a model can be fitted, trained and scored to apply to both historical and future data in an effort to address business objectives. Data Dimensionality and Classification Analysis Data Dimensionality and Classification Analysis Regression Analysis Regression Analysis Applications of regression analysis (linear and logistic)...
Introduction to Probability and Data with R
by Mine Çetinkaya-Rundel- 4.7
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Approx. 14 hours to complete
A variety of exploratory data analysis techniques will be covered, including numeric summary statistics and basic data visualization. Data Basics Introduction to Data Project Exploratory Data Analysis and Introduction to Inference Visualizing Numerical Data Transforming Data Exploratory Data Analysis and Introduction to Inference Project Data Analysis Project Example Data Analysis Project...
Data Analytics in Accounting Capstone
by Linden Lu- 0.0
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Approx. 18 hours to complete
This capstone is the last course in the Data Analytics in Accountancy Specialization. You will explore the characteristics of the features in the dataset through statistical analysis, exploratory data analysis and visualization....
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Data-driven Decision Making
by Alex Mannella- 4.6
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Approx. 9 hours to complete
In this course, you'll get an introduction to Data Analytics and its role in business decisions. You'll also be introduced to a framework for conducting Data Analysis and what tools and techniques are commonly used. What is Data Analytics? Data analysis techniques and tools Types of data analysis techniques Data analysis approaches and techniques...
SQL For Data Science With Google Big Query
by Chris Levy- 4.5
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7 hours on-demand video
Learn SQL for Data Visualization, Data Analysis, and Data Science Using Google Cloud Platform You will also get to learn Google Big Query, a very popular cloud based tool for querying large amounts of data at scale in the cloud. This is more than enough to query the data sets in this course....
$17.99
Machine Learning and Data Science Hands-on with Python and R
by EDU CBA- 3.9
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72.5 hours on-demand video
Machine learning is a subfield of computer science stemming from research into artificial intelligence. Machine learning is sometimes conflated with data mining,] although that focuses more on exploratory data analysis. Machine learning is the science of getting computers to act without being explicitly programmed....
$9.99
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