دورة مبادئ الإحصاء والاحتمالات 101

المصدر: ElhosseiniAcademy

• What Is Statistics? | Real-World Applications & Key Concepts Explained مقفل 33 د
• When Technology Computes, You Interpret مقفل 15 د
• Statistics - What Is It and Why? مقفل 16 د
• From Sample to Significance مقفل 31 د
• Samples مقفل 13 د
• Convenient Sampling and Random Variance مقفل 9 د
• Types of Statistical Populations مقفل 13 د
• Independence and Types of Data مقفل 13 د
• Types of Data Explained: Why It Matters in Statistics مقفل 19 د
• Descriptive Statistics - Mean and Standard Deviation مقفل 23 د
• Descriptive Statistics - Outliers, Median, and Trimmed Mean مقفل 27 د
• Descriptive Statistics - Mode, Range, Quartiles, and Percentage مقفل 26 د
• Frequency Table: Proportion, Percentage & Summary Stats مقفل 35 د
• Graphical Summarization - Stem and Leaf Plot مقفل 18 د
• Graphical Summarization - Dot Plot Part 1 مقفل 7 د
• Graphical Summarization - Dot Plot and Statistical Summaries Part 2 مقفل 9 د
• Graphical Summarization - Dot Plot and Skewness Part 3 مقفل 7 د
• Graphical Summarization - Histogram Part 1 مقفل 10 د
• Graphical Summarization - Histogram and Continuous Data Part 2 مقفل 14 د
• Graphical Summarization - Example of a Histogram Part 3 مقفل 7 د
• Graphical Summarization - How to Read and Understand Histograms Part 4 مقفل 4 د
• Graphical Summarization - Histogram and Class Interval Start & End Points Part 5 مقفل 11 د
• Graphical Summarization - Histogram with Unequal Class Widths Part 6 مقفل 11 د
• Graphical Summarization - Implementing Histograms Using Python Part 7 مقفل 19 د
• Graphical Summarization - Boxplots and How to Create Them مقفل 23 د
• Symmetry, Skewness, and Statistical Measures مقفل 25 د
• Understanding Kurtosis in Data Analysis مقفل 20 د
• The Association Between Two Categorical Variables مقفل 30 د
• Scatter Plots & Correlation | فهم العلاقات بين المتغيرات الكمية مقفل 33 د
• Regression: From Data Points to Real-World Predictions مقفل 32 د
• Probability - Fundamental Concepts مقفل 25 د
• Probability - Examples to Illustrate Fundamental Concepts مقفل 11 د
• Probability - Combining Events مقفل 17 د
• Probability - Definition and How to Calculate It مقفل 21 د
• Probability - Example of How to Calculate Probability مقفل 7 د
• Probability - Example of Axiom 3 and Mutually Exclusive Events مقفل 4 د
• Probability - The Addition Rule in Probability مقفل 11 د
• Probability - Event A but Not Event B مقفل 13 د
• Probability - Solved Examples مقفل 17 د
• Counting and Combinatorics in Probability مقفل 23 د
• Counting Methods - Combinations مقفل 19 د
• Probability - Conditional Probability مقفل 20 د
• Probability - Conditional Probability and Independent Events مقفل 28 د
• Conditional Probability - The Multiplication Rule مقفل 16 د
• Conditional Probability - The Law of Total Probability مقفل 22 د
• Conditional Probability - Bayes' Theorem مقفل 20 د
• Conditional Probability - Reliability Analysis مقفل 19 د
• Random Variables - Concept and Importance مقفل 16 د
• Random Variable - Solved Examples مقفل 21 د
• Random Variable - Probability Mass Function (PMF) مقفل 22 د
• Random Variable and Cumulative Distribution Function (CDF) مقفل 20 د
• Discrete Random Variable - Mean and Variance مقفل 19 د
• Discrete Random Variable - Examples of Mean and Variance مقفل 18 د
• Continuous Random Variable and Probability Density Function (PDF) مقفل 31 د
• Continuous Random Variable - Mean, Variance, and Chebyshev's Theorem مقفل 32 د
• Bernoulli Distribution | Mean & Variance Calculations بالعربي مقفل 23 د
• Binomial Distribution - Conditions & Probability Mass Function بالعربي مقفل 32 د
• Solved Examples | Binomial Distribution بالعربي مقفل 27 د
• ⚖ Walmart Gender Bias Lawsuit - Case Study | Binomial Distribution بالعربي مقفل 8 د
• Mean and Variance | Binomial Distribution بالعربي مقفل 14 د
• Analyzing Racial Discrimination - Case Study | Binomial Distribution بالعربي مقفل 16 د
• The Normal Distribution - What, Why, and How مقفل 21 د
• Normal Distribution and the Z-Table مقفل 14 د
• Normal Distribution - Solved Examples مقفل 15 د