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- Introduction
Quick Facts
| particular | details | |||
|---|---|---|---|---|
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
₹ 639 ₹3,199
certificate availability
Yes
certificate providing authority
Udemy
The syllabus
Introduction
Introduction to DataScience
- What is Data science
- Types of Analytics
- Basic Requirement to be an Analyst
Python
- Introduction To Python and Installation
- Anaconda Installation
- First Python Program
- Input Output
- String
- List
- Tuple
- Dictonaries
- Loops(While & For)
- Loops(Nested,Break,Continue)
- Functions
- Python Quiz
Numpy
- Introduction to NumPy
- NumPy Array
- NumPy functions
- Arrary Indexing
- Numpy quizz
Pandas
- Introduction To Pandas
- Pandas Series
- Pandas DataFrames
- Pandas quizz
Statistics for Data analysis
- Statistics for Data Analysis (Introduction) / Types of Data
- Descriptive Statistics
- How We Use Statistics for Data Analysis
Visualization using Matplotlib
- Introduction to Visualization
- Matplotlib (Line Plot)
- Matplotlib (Scatter, Bar & Pie Plots)
- Sub plot
Seaborn
- Seaborn Introduction
- Seaborn Bar Plot
- Seaborn Countplot
Example case study Exploratory Data Analysis & visualisation
- Eda-Wine data Analysis
- Eda- Employee Performance analysis and Rating
Machine Learning
- Introduction to machine learning ,History & Applications
- Supervised learning
- Regression
- case study salary dataset
- Regression performance analysis
- Regression case study using Sklearn Library
Summary
- Summary
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