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Initializing Numpy Array
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Classroom Contents
Business Analyst Full Course 2024 - From Fundamentals to Advanced Techniques
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- 1 Introduction
- 2 Introduction to Business Analytics
- 3 Who is a Business Analyst
- 4 How to become BA
- 5 Business Analyst vs Data Analyst
- 6 Data Cleaning
- 7 Functions
- 8 Types of Functions
- 9 Sort and Filter
- 10 Lookup function
- 11 Conditional Formatting
- 12 Pivot Tables
- 13 Data Visualization-Pie Chart
- 14 Bar chart
- 15 Line Chart
- 16 Tree Chart
- 17 Map Chart
- 18 SQL-Introduction
- 19 Installing SQL
- 20 Datatypes in MySQL
- 21 SQL Project
- 22 Python Numpy
- 23 Initializing Numpy Array
- 24 Numpy-Shape
- 25 Numpy Intersection and Difference
- 26 Numpy Array Mathematics
- 27 Numpy Matrix
- 28 Numpy Matrix Multiplication
- 29 Numpy Save and Load
- 30 Python Pandas
- 31 Pandas Data-structures
- 32 Series Object from Dictionary
- 33 Changing Index Position
- 34 Basic Math Operation on Series
- 35 Pandas Dataframe
- 36 Dataframe in-built Functions
- 37 iloc and loc function
- 38 Dropping columns
- 39 Matplotlib Line Plot
- 40 Bar Plot
- 41 Scatter Plot
- 42 Histogram
- 43 Seaborn Line Plot
- 44 Seaborn Bar Plot
- 45 Seaborn Scatter plot
- 46 Seaborn Histogram/DistPlot
- 47 Types of Statistical Analysis
- 48 Inferential Statistics
- 49 Descriptive Statistics
- 50 Measures of Central Tendency
- 51 Measures of Variability
- 52 Measures of Skewness
- 53 Analysis of Variance
- 54 Terminologies in ANOVA
- 55 Hypothesis Testing
- 56 ANOVA vs T-test
- 57 Introduction to EDA
- 58 Types of EDA
- 59 Boxplot in EDA
- 60 Advantages of EDA
- 61 EDA on IPL Dataset
- 62 Introduction to Data Visualization
- 63 Demo - Data Visualization
- 64 Regression
- 65 Demo-Simple Linear Regression
- 66 Logistic Regression
- 67 Demo- Logistic Regression
- 68 Bagging
- 69 Random Forest
- 70 Demo- Random Forest
- 71 Introduction to Time Series
- 72 Components of Time Series
- 73 Model Evaluation
- 74 Introduction to Tableau
- 75 Tableau Dashboards
- 76 Impact of Generative AI in Business Analyst
- 77 Case Studies on Business Analytics
- 78 Summary
