Data Analytics
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Data Analytics Course Highlights
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Lifetime access
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Real-time case studies
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24*7 Support from our team of administrators
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Lifetime video access
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The project integrated into the Curriculum
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Access to Recorded Sessions
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Interview Prep
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Lab Access – Virtual Labs
Training Calender
Start Date | End Date | Start-End Time | Batch Type | Training Mode | Batch Status | Start Learning |
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27th Sep 2024 | 25th Nov 2024 | 09:00 - 13:00 IST | Weekend | Online | (Open) | Enroll Now |
Course Syllabus
Module - 1 (Introduction to SQL)
Database Normalization and Entity Relationship
Model(self-paced)
SQL Operators
Working with SQL: Join, Tables, and Variables
Deep Dive into SQL Functions
Working with Subqueries
SQL Views, Functions, and Stored Procedures
Deep Dive into User-defined Functions
SQL Optimization and Performance
Advanced Topics
Managing Database Concurrency
Module - 2 (Python)
Introduction to Python and IDEs
Python Basics
Data Manipulation with Numpy, Pandas, and Visualization
Module - 3 (Statistics And Probability)
Descriptive Statistics
Probability
Inferential Statistics
Case Study
Module - 4 (Machine Learning)
Introduction to Machine Learning
Regression
Classification
Clustering
Supervised Learning
Unsupervised Learning
Performance Metrics
Time Series Forecasting
Module - 5 (Performance Metrics)
Classification reports To evaluate the model on various
metrics like recall, precision, f-support, etc.
Confusion matrix To evaluate the true positive/negative,
false positive/negative outcomes in the model.
r2, adjusted r2, mean squared error, etc
Module - 6 (Time Series Forecasting)
Making use of time series data, gathering insights and useful
forecasting solutions using time series forecasting
Module - 7 (Business Problem Solving, Insights and Storytelling )
Business Domains
Understanding the business problems and formulating
hypotheses
Exploratory Data Analysis to Gather insights
Data Storytelling: Narrate stories in a memorable way
Module - 8 (Data Analytics Capstone Project )
Business Domains
Understanding the business problems and formulating
hypotheses
Exploratory Data Analysis to Gather insights
Data Storytelling: Narrate stories in a memorable way
Module - 9 (Business Case Studies )
Customer Churn
Sales Forecasting
Census
Predictive Modeling
HR Analytics
Dimensionality Reduction
Housing
Customer Segmentation
Inventory Management
Disease Prediction
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Email Information
Trainings: trainings@cyberhuntit.com
Business : sales@cyberhuntit.com
Recruitment information / General – hr@cyberhuntit.com
Address
Meridian Plaza, office No-301A, 3rd floor, Ameerpet Rd, Greenlands, Begumpet, Hyderabad, Telangana 500016