Search result for Data science techniques Online Courses & Certifications
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Python Project for Data Engineering
by Ramesh Sannareddy , Joseph Santarcangelo- 4.6
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Approx. 5 hours to complete
This mini-course is intended to apply foundational Python skills by implementing different techniques to collect and work with data. Assume the role of a Data Engineer and extract data from multiple file formats, transform it into specific datatypes, and then load it into a single source for analysis. Extracting Data using API...
Feature Engineering for Machine Learning
by Soledad Galli- 4.7
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10.5 hours on-demand video
You will learn a huge variety of engineering techniques used worldwide in different organizations and in data science competitions, to clean and transform your data and variables. I have put together a fantastic collection of feature engineering techniques, based on scientific articles, white papers, data science competitions, and of course my own experience as a data scientist....
$14.99
Art and Science of Machine Learning
by Google Cloud Training- 4.6
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Approx. 19 hours to complete
Welcome to the Art and Science of machine learning. You will learn how to generalize your model using Regularization techniques and about the effects of hyperparameters such as batch size and learning rate on model performance. Lab Intro: Export data from BigQuery to Google Cloud Storage A Pinch of Science The Science of Neural Networks...
Statistics with R Capstone
by Merlise A Clyde , Colin Rundel , David Banks , Mine Çetinkaya-Rundel- 4.6
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Approx. 6 hours to complete
A large and complex dataset will be provided to learners and the analysis will require the application of a variety of methods and techniques introduced in the previous courses, including exploratory data analysis through data visualization and numerical summaries, statistical inference, and modeling as well as interpretations of these results in the context of the data and the research question....
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 Most of the courses on Probability and Statistics, however, fail to link the data science practices and theory by merely focusing on the axiomatic treatment of the subject. Most of the data science today relies on preparing the data suitable for machine learning models....
$9.99
Data Science & Real World Computing with Jupyter Notebook
by Packt Publishing- 3.6
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8.5 hours on-demand video
The first course, Jupyter for Data Science gets you started with data science using the popular Jupyter Notebook. The course also explains how Python 3, R, and Julia can be integrated with Jupyter for various data science tasks. By the end of this course, you will comfortably leverage the power of Jupyter to perform various tasks in data science successfully....
$9.99
Scalable Data Analysis in Python with Dask
by Packt Publishing- 3.6
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3.5 hours on-demand video
Firstly, you will execute distributed data science projects right from data ingestion to data manipulation and visualization using Dask. You’ll learn by implementing data analysis principles using different statistical techniques in one go across different systems on the same massive datasets. He completed his Master's degree in computer science at IIIT Delhi, with a specialization in data engineering....
$11.99
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AI Workflow: Business Priorities and Data Ingestion
by Mark J Grover , Ray Lopez, Ph.D.- 4.3
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Approx. 8 hours to complete
Know the advantages of carrying out data science using a structured process Explain where data science and data engineering have the most overlap in the AI workflow This course targets existing data science practitioners that have expertise building machine learning models, who want to deepen their skills on building and deploying AI in large enterprises....
Machine Learning & Deep Learning in Python & R
by Start-Tech Academy- 4.4
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35 hours on-demand video
You will also get exposure to data science and data analysis tools like R and Python. We have an in-depth knowledge on Machine Learning and Deep Learning techniques using data science and data analysis tools R, Python. In 2016, it overtook R on Kaggle, the premier platform for data science competitions....
$14.99
Science Literacy
by Dr. Claire Scavuzzo- 4.3
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Approx. 23 hours to complete
Module 1: Introduction to Science Welcome to Science Literacy Science Communication Science Vs Opinions Scientists can miscommunicate their science too! Watch and Reflect: The Importance of media communicating science Drag and Drop Activity: Problems and Solutions in Science Reporting Watch and reflect: Scientists Communicating Science Rules for Scientists Communicating Science Scientists "digesting" their science to a general audience...
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