Data Analytics
Duration:30 hours
Batch Type:Weekend and Weekdays
Languages:English, Hindi
Class Type:Online
Course Fee:
Course Content
Data Analytics Syllabus
1.) Python Fundamentals for Data Analysis
o Python Data Structure
o Control Statement
o Functions
o Object Oriented Programming concept using Classes
o Objects and Methods
o Exceptions Handling
o Implementation of User Define modules and Packages
o File Handling using python
2.) Introduction to Data understanding and preprocessing
o Knowledge domains of Data Analysis
o Understanding structured and unstructured data
o Data Analysis process
o Dataset generation
o Importing Dataset: Importing and Exporting Data
o Basic Insights from Datasets
o Cleaning and Preparing the Data: Identify and Handle Missing Values
3.) Data Processing and Visualization
o Data Formatting
o Exploratory Data Analysis
o Filtering and hierarchical indexing using Pandas
o Data Visualization:-
§ Basic Visualization Tools
§ Specialized Visualization Tools
§ Seaborn Creating and Plotting Maps
4.) Mathematical and Scientific applications for Data Analysis
o Numpy and Scipy Package
o Understanding and creating N-dimensional arrays
o Basic indexing and slicing
o Boolean indexing
o Fancy indexing
o Universal functions
o Data processing using arrays
o File input and output with arrays
5.) Analysing Web Data
o Combing and merging data sets
o Reshaping and pivoting
o Data transformation
o String Manipulation
6.) Model Development and Evaluation
o Introduction to machine learning
o Supervised
o Unsupervised Learning
o Model development using Linear Regression
o Model Visualization
o Prediction and Decision Making
o Model Evaluation
o Over-fitting
o Under-fitting and Model Selection
Skills
Ai and Data Analytics, Power Bi Dashboard, Data Analysis
Tutor
My name is Sanjeev Kumar Prajapati, and I am from Rudrapur, Uttarakhand. I hold a degree in Computer Science with a specialization in Arti...
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Vivek Nagar Rudrapur Udham Singh Nagar Uttarakhand(263153)
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