Certificate in Data Science for Analysts
-- ViewingNowThe Certificate in Data Science for Analysts is a comprehensive course designed to equip learners with essential data science skills for career advancement. This program is crucial in today's data-driven world, where businesses rely on data to make informed decisions.
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โข Introduction to Data Science: Fundamentals of data science, data science process, data ethics, and data governance.
โข Statistical Analysis: Descriptive and inferential statistics, probability distributions, statistical testing, and regression analysis.
โข Data Wrangling and Preprocessing: Data cleaning, data transformation, data normalization, and data missingness.
โข Data Visualization: Data visualization principles, chart types, visualization libraries, and data storytelling.
โข Machine Learning: Supervised and unsupervised machine learning algorithms, model evaluation, and hyperparameter tuning.
โข Predictive Modeling: Model building, model validation, and model deployment.
โข Big Data Analytics: Big data frameworks, distributed computing, and data processing with Hadoop, Spark, and Hive.
โข Deep Learning: Neural networks, convolutional neural networks, recurrent neural networks, and deep learning frameworks.
โข Natural Language Processing: Text preprocessing, sentiment analysis, topic modeling, and named entity recognition.
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