Certificate in Next-Gen Data Science Fundamentals
-- ViewingNowThe Certificate in Next-Gen Data Science Fundamentals is a comprehensive course designed to equip learners with essential data science skills for career advancement. This program focuses on industry-demanded techniques and tools, such as Python, machine learning, and big data processing with Spark.
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โข Data Science Foundations: Introduction to Data Science, Data Types and Structures, Data Wrangling and Cleaning
โข Statistical Analysis: Descriptive and Inferential Statistics, Probability Theory, Hypothesis Testing
โข Data Visualization: Data Visualization Techniques, Tools, and Best Practices
โข Machine Learning Fundamentals: Supervised Learning, Unsupervised Learning, Model Evaluation
โข Deep Learning Basics: Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks
โข Big Data Analytics: Distributed Computing, Hadoop, Spark, NoSQL Databases
โข Ethics in Data Science: Data Privacy, Bias, and Fairness in AI
โข Data Science Tools: Python for Data Science, R for Data Science, SQL for Data Analysis
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