Descriptions
CompTIA DataAI (DY0-001) | CompTIA DataAI Certification Prep, CompTIA DataAI Certification | Master Data Science skills, learn CompTIA DataAI DY0-001 Exam Topics and boost your career. CompTIA DataAI is a professional certification that validates your expertise in data analysis, machine learning, statistics, and data science. It ensures that you can analyze large datasets, apply mathematical models, and generate actionable insights to support data-driven decision-making. DataAI is designed to help professionals demonstrate their ability to work with data efficiently and communicate findings effectively. This course provides everything you need to pass the CompTIA DataAI exam and excel in data analytics. You’ll gain hands-on experience in data analysis, statistics, and machine learning, applying real-world techniques to extract insights and support business decisions. Whether you’re a beginner or an experienced professional, this course will equip you with the skills to succeed in data-driven roles.
What you’ll learn
- In this course, you will learn all the topics related to CompTIA DataAI.
- After completing this course, you will be ready for the CompTIA DataAI exam.
- CompTIA DataAI Course Introduction
- Mathematics and Statistics, T-Tests, P-value, Hypothesis Testing, Chi-squared, Analysis of Variance (ANOVA), Confidence Intervals, Classification vs Regression
- Regression Error Metrics, Classification Error Metrics, Gini Index, Entropy & Information Gain,ROC AUC,AIC BIC , Correlation Coefficients, Central Limit Theorem
- Law of Large Numbers ,Distributions ,Skewness,Kurtosis ,Heteroskedasticity vs. Homoskedasticity ,Probability Density Function (PDF)
- Probability Mass Function (PMF), Cumulative Distribution Function (CDF), Probability , Types of Missingness , Oversampling , Stratification
- Linear Algebra , Calculus , Time Series , Longitudinal Studies , Survival Analysis , Causal Inference, Exploratory Data Analysis (EDA) Method or Process
- Univariate Analysis,Multivariate Analysis, Identification of Object Behaviors and Attributes ,Visualization Type (Charts & Graphs), Box and Whisker Plot
- Scatter Plot & Bar Chart , Violin Plot , Line Chart , Histogram – Waterfall , Heatmap & Correlation Plot ,Sankey Diagram & Quartile-Quartile (Q-Q) Plot
- Density Plot & Scatter Plot Matrix ,Feature Type Identification, Common Issues Lesson ,Feature Engineering , Data Transformation Lessons
Who this course is for
- Students preparing for the CompTIA DataAI Certification
- Data Scientists
- Data Analysts
- Data Manager
- Data Specialist
- Database Engineers
- Information Technology Professionals
Specificatoin of CompTIA DataAI (DY0-001) | CompTIA DataAI Certification Prep
- Publisher : Udemy
- Teacher : Oak Academy , OAK Academy Team , Ali? CAVDAR
- Language : English
- Level : All Levels
- Duration : 28 hours and 9 minutes
Content of CompTIA DataAI (DY0-001) | CompTIA DataAI Certification Prep
Requirements
- Basic Knowledge of Mathematics
- Watch the course videos completely and in order.
- Internet Connection
- Any device where you can watch the lesson, such as a mobile phone, computer or tablet.
- Learning determination and patience.
- Understand how to read graphs
Pictures
Sample Clip
Installation Guide
Extract the files and watch with your favorite player
Subtitle : Not Available
Quality: 1080p
Download Links
Password file(s): www.downloadly.ir
File size
4.83 GB