IDSB: Introduction to Data Science for Beginners
Unlock the world of data science and statistics with this beginner-friendly course
4.90 (10 reviews)
1,013
students
10.5 hours
content
Jan 2025
last update
$44.99
regular price
What you will learn
You will learn Introduction to Data Science, which will cover the Role and Importance of Data Science in today's world
Learn an Overview of its applications across various industries, and the foundational principles that drive the field
Topics will include data collection, preparation for accuracy and reliability, and the ethical considerations of data handling
You will also explore core responsibilities and skills such as analyzing trends, solving problems, and understanding the lifecycle of data projects
Learn Core Statistical & Probabilistic Concepts. Descriptive Statistics for summarizing data, understanding measures of central tendency and variability
Learn exploring probability to quantify uncertainty. You will delve into Probability Distributions, Hypothesis Testing
Learn about Data Mining and Machine Learning Techniques. The discovery of patterns, clustering, and association analysis for insightful data exploration
Gain expertise in building classification models, understanding regression analysis, and learning predictive modeling
You’ll explore Algorithms like Decision Trees, Random Forests, Support Vector Machines, and Neural Networks, applying theoretical concepts to practical problem
Learn about Data Visualization and Interpretation Skills. This involves understanding the importance of visual representation for storytelling
Learning tools like Power BI and Tableau, and creating dashboards and reports that effectively communicate data insights. By mastering these skills
This training will be useful if your job involves roles and responsibilities in Advanced Data Science Applications
6371673
udemy ID
1/1/2025
course created date
1/6/2025
course indexed date
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