Search result for Data preprocessing Online Courses & Certifications
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Hands-on Text Mining and Analytics
by Min Song- 3.9
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Approx. 13 hours to complete
Hands-on experience in core text mining techniques including text preprocessing, sentiment analysis, and topic modeling help learners be trained to be a competent data scientists. Text Preprocessing 3 Description of preprocessing techniques Text Preprocessing...
Practical Machine Learning
by Jeff Leek, PhD , Roger D. Peng, PhD , Brian Caffo, PhD- 4.5
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Approx. 9 hours to complete
One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. The course will cover the complete process of building prediction functions including data collection, feature creation, algorithms, and evaluation. What data should you use? Data slicing Basic preprocessing Preprocessing with principal components analysis...
Feature Engineering
by Google Cloud Training- 4.5
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Approx. 18 hours to complete
What about how to find which data columns make the most useful features? Raw Data to Features Raw Data to Features Raw Data to Features and Good vs Bad Features Preprocessing and feature creation Data Pipelines that Scale Preprocessing with Cloud Dataprep Lab Intro: Computing Time-Windowed Features in Cloud Data Preprocessing with Cloud Dataprep...
Python + SQL + Tableau: Integrating Python, SQL, and Tableau
by 365 Careers- 4.5
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5 hours on-demand video
See the full picture: Learn how to combine the three most important tools in data science: Python, SQL, and Tableau Moreover, you will learn about data connectivity, APIs, and endpoints. The preprocessing part that follows will give you a taste of how BI and data science look like in real-life on the job situations....
$21.99
Big Data, Genes, and Medicine
by Isabelle Bichindaritz- 4.2
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Approx. 40 hours to complete
This course distills for you expert knowledge and skills mastered by professionals in Health Big Data Science and Bioinformatics. Working with cBioPortal - Genetic Data Analysis Module 1 cBioPortal Data Analytics Importance of Data Preprocessing Data Preprocessing Tasks Module 2 R Data Preprocessing Data Preprocessing Tasks Module 2 R Data Preprocessing...
Machine Learning Rapid Prototyping with IBM Watson Studio
by Mark J Grover , Meredith Mante- 4.6
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Approx. 9 hours to complete
This automation will provide rapid-prototyping of models and allow the Data Scientist to focus their efforts on applying domain knowledge to fine-tune models. Learners will be provided with test data sets for two use cases. This course is intended for practicing Data Scientists. Data Preprocessing Automated Data Preparation and Model Selection Automated Data Preparation...
Machine Learning : Random Forest with Python from Scratch©
by AI Sciences- 4.4
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8.5 hours on-demand video
We’ll also learn various steps of data preprocessing which allows us to make data ready for machine learning algorithms. We'll teach you how to program with Python, how to use it for data preprocessing and random forest! Here a just a few of the topics we will be learning: Data Preprocessing...
$9.99
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Data Science & Machine Learning(Theory+Projects)A-Z 90 HOURS
by AI Sciences- 4.3
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90 hours on-demand video
Mastering Data Science & Machine Learning using Python-A to Z-Learn Statistics, Preprocessing & Reinforcement Learning These systems and processes are aimed at maintaining data sets as well as getting meaning out of them. But there is still one thing that brings the improvements in the results with a reasonable margin, and that is data preprocessing or data preparation....
$9.99
Analyzing Data with R
by Gabriela de Queiroz , Tiffany Zhu , Yiwen Li- 0.0
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6 Weeks
R is the key that opens the door between the problems you want to solve with data and the answers you need. Using an Airline Reporting Carrier On-Time Performance Dataset, you will practice reading data files, preprocessing data, creating models, improving models, and evaluating them to ultimately choose the best one to use....
$99
Deep Learning: Convolutional Neural Networks in Python
by Lazy Programmer Inc.- 4.6
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12 hours on-demand video
Use CNNs for Image Recognition, Natural Language Processing (NLP) +More! For Data Science, Machine Learning, and AI How to model text data for NLP (including preprocessing steps for text) How to do data preprocessing for your own custom image dataset I am always available to answer your questions and help you along your data science journey....
$19.99
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