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A quick look at three of the major players and some of what they have to offer around machine learning. Title: Amazon Forecast - Accurate time-series forecasting service, based on…
As the IT manager at your company, you understand how vital analytics has become to its success. However, you might struggle to meet demand for analytics products for your organization.…
Title: The 5 Most Useful Techniques to Handle Imbalanced Datasets Author: Rahul Agarwal, Senior Statistical Analyst at Walmart LabsSource: https://www.kdnuggets.com/2020/01/5-most-useful-techniques-handle-imbalanced-datasets.htmlHow: resampling, imbalanced-learn(imblearn); Tomek Links, SMOTE (Synthetic Minority Oversampling Technique); sklearn,When…
As a technical or product manager, your company expects you to help it gain and sustain a competitive advantage. One vital way your organization can maintain its competitive edge is…
Title: The Easy Way to Do Advanced Data Visualisation for Data Scientists Author: George Seif, AI/Machine Learning Engineer, KdnuggetsSource: kdnuggets.com/2019/08/advanced-data-visualisation-data-scientists.htmlHow: Python library Plotly, D3.jsWhen to use this: If data visualization…
As the technology manager in your company, you dread this scenario: Analytics are not providing the needed results for your organization. You know your organization needs a wide range of…
Title: Great R packages for data import, wrangling and visualization Author: Sharon Machlis, Executive Editor, Data & Analytics, ComputerworldSource: https://www.computerworld.com/article/2921176/great-r-packages-for-data-import-wrangling-visualization.htmlHow: Install various packages to accomplish dedicated tasksWhen to use this:…
Keeping up to date on developments in the data sciences is hard. Here are a few items you may have missed: (more…)
In case you missed them the first time, be sure to bookmark these articles! (more…)
7 Steps to Mastering Data Preparation for Machine Learning with Python Author: Matthew Mayo, KDNuggets Source: https://www.kdnuggets.com/2019/06/7-steps-mastering-data-preparation-python.html How: Pandas library, Python, EDA (Exploratory Data Analysis) When to use this: when…
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