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Data Analysis Course Syllabus
- Python Basics (Data Types, Variables, Loops, Conditions)
- Functions and Modules
- File Handling
- Exception Handling
- Object-Oriented Programming (OOP)
- Working with Libraries
- Decorators and Generators
- Regular Expressions
- Python Comprehensions
- Multithreading and Multiprocessing
- NumPy Arrays and Array Operations
- Indexing, Slicing, and Iterating
- Data Types and Attributes
- Mathematical Functions and Operations
- Broadcasting and Vectorization
- Array Manipulation (Reshaping, Joining, Splitting)
- Statistical and Random Functions
- Linear Algebra with NumPy
- NumPy I/O
- Pandas Data Structures (Series, Data Frame)
- Indexing, Slicing, and Subsetting Data
- Data Cleaning and Preprocessing
- Handling Missing Data
- Data Aggregation and Grouping
- Merging and Joining Data Frames
- Pivot Tables and Cross-tabulation
- Time Series Analysis
- Data Visualization with Pandas
- Basic Plotting (Line, Bar, Scatter Plots)
- Customizing Plots (Labels, Titles, Legends)
- Subplots and Grids
- Working with Colours and Styles
- Plot Annotations
- Advanced Plot Types (Histograms, Pie
- Charts, 3D Plots)
- Interactive Plots
- Exporting Plots to Files
- Basic SQL Queries (SELECT, INSERT, UPDATE, DELETE)
- Joins (INNER, LEFT, RIGHT, FULL)
- Aggregate Functions (SUM, AVG, COUNT)
- Indexing and Query Optimization
- Stored Procedures and Triggers
- Transaction Management
- Backup and Restore
- Connecting MySQL with Python
- MongoDB Basics (Databases, Collections, Documents)
- CRUD Operations in MongoDB
- Indexes and Aggregation Framework
- Working with Embedded Documents
- Schema Design and Data Modelling
- Querying and Filtering Data
- Connecting MongoDB with Python
- Manage Databases
- MySQL Table Types
- MySQL Data Types
- MySQL CREATE TABLE
- MySQL Primary Key
- MySQL Foreign Key
- MySQL Sequence
- MySQL INT Data Type
- MySQL DECIMAL Data Type
- MySQL DATE Data Type
- MySQL TIME Data Type
- MySQL DATETIME Data Type
- MySQL ALTER TABLE
- MySQL RENAME TABLE
- MySQL ADD COLUMN
- MySQL DROP TABLE
- MySQL Temporary Table
- SQL Syntax
- What is DDL, DML and DCL?
- SQL Select
- SQL Distinct
- SQL Where
- SQL And & Or
- SQL Order By
- SQL Insert Into
- SQL Update
- SQL Delete
- SQL Injection
- SQL Select Top
- SQL Like
- SQL Wildcards
- SQL In
- SQL Between
- SQL Aliases
- SQL Joins
- SQL Inner Join
- SQL Left Join
- SQL Right Join
- SQL Full Join
- SQL Union
- SQL Select Into
- SQL Insert Into Select
- SQL Create DB
- SQL Create Table
- SQL Constraints
- SQL Not Null
- SQL Unique
- SQL Primary Key
- SQL Foreign Key
- SQL Check
- SQL Default
- SQL Create Index
- SQL Drop
- SQL Alter
- SQL Auto Increment
- SQL Views
- SQL Dates
- SQL Null Values
- SQL Null Functions
- SQL Data Types
- SQL DB Data Types
- SQL Avg()
- SQL Count()
- SQL First()
- SQL Last()
- SQL Max()
- SQL Min()
- SQL Sum()
- SQL Group By
- SQL Having
- SQL Ucase()
- SQL Lcase()
- SQL Mid()
- SQL Len()
- SQL Round()
- SQL Now()
- SQL Format()
- MySQL Stored Procedures Introduction
- MySQL Stored Procedures Getting Started
- MySQL Stored Procedure Variables
- MySQL Stored Procedure Parameters
- MySQL Stored Procedures – Return Multiple Values
- MySQL IF Statement
- MySQL CASE Statement
- IF vs. CASE
- MySQL Loop Statements
- MySQL Cursor
- MySQL Stored Procedures Listing
- MySQL Error Handling
- MySQL Stored Procedures – Raising Error Conditions
- MySQL Stored Function
- MySQL Triggers Implementation
- Create Trigger in MySQL
- Managing Triggers in MySQL
- Create Multiple Triggers For The Same Trigger Event And Action Time
- Working with MySQL Scheduled Event
- Modifying MySQL Events
- Introduction to Database View
- Views in MySQL
- MySQL CREATE VIEW
- MySQL Views & WITH CHECK OPTION
- Creating MySQL Updatable Views
What Our Learners Have To Say About Us
TesDBAcademy's Training Course provided me with the skills and confidence to excel in my career. The coaching was exceptional, and the placement guidance helped me to secure the high paid job!
Roshan K
The hands-on learning experience at TesDBAcademy was unparalleled. The course equipped me with the knowledge I needed, and the personalized coaching was the key to my success.
Nandhini S
I am grateful for the practical insights and expert guidance I received at TesDBAcademy. The course prepared me thoroughly for the job market, and I couldn't be happier with my career path now.
Santhosh R
Data Analysis Job Placement and Certification
Our Data Analysis Job Placement and Certification program is designed to help you build a strong career in data analytics. Gain hands-on experience in data analysis, visualization, and advanced techniques through real-world projects. Upon successful completion, you’ll receive industry-recognized certification to boost your credibility. We also provide dedicated job placement assistance to help you secure a role in top companies, ensuring that you’re not only well-trained but also job-ready.
Gain Real-World Skills with Practical Training
Group Project Submission
Designed by Industry Experts
Gain practical experience in real-world scenarios
Frequently Asked Questions about Data Analysis Course
For those looking to build a career in data analysis, TesDBAcademy offers one of the best courses in Chennai. Our Data Analysis Course covers all the key aspects, including statistical analysis, data cleaning, data visualization, and advanced techniques.
We provide hands-on experience with industry-standard tools such as Python, R, and Tableau, ensuring you gain practical skills that are in high demand.
Whether you’re a beginner or looking to advance your skills, TesDBAcademy’s data analysis courses offer a comprehensive curriculum along with certification and placement assistance, making it the ideal choice for aspiring data analysts.
One of the best institutes for aspiring data analysts in Chennai is TesDBAcademy.
The academy offers a comprehensive Data Analysis Course that covers essential topics like statistical analysis, data visualization, Python, R programming, and big data techniques.
With expert trainers, hands-on experience, and a curriculum designed to meet industry needs, TesDBAcademy ensures that students are well-prepared for real-world challenges.
Additionally, the academy offers certification and placement assistance, making it an ideal choice for those looking to kickstart their career in data analysis.
The salary of a data analyst in Chennai can vary based on experience, skills, and the company. Here’s an approximate breakdown:
- Entry-level (0-2 years of experience): ₹3,00,000 to ₹5,00,000 per year.
- Mid-level (2-5 years of experience): ₹5,00,000 to ₹8,00,000 per year.
- Senior-level (5+ years of experience): ₹8,00,000 to ₹12,00,000 per year, or higher, depending on expertise and role responsibilities.
Salaries may also vary based on the type of industry, with companies in tech, finance, and consulting often offering higher pay. Additional skills such as proficiency in Python, R, SQL, or data visualization tools like Tableau can also increase salary potential.
Anyone with an interest in working with data and analyzing trends can pursue a career as a data analyst. The typical eligibility criteria for data analyst courses include:
- Educational Background:
- A Bachelor’s degree in a related field such as computer science, statistics, mathematics, engineering, economics, or business is preferred but not mandatory for many beginner courses.
- Individuals from non-technical backgrounds with a strong interest in data analysis can also enroll in introductory courses.
- Basic Skills:
- Analytical thinking and problem-solving skills are essential.
- Familiarity with Excel, statistics, and basic knowledge of programming languages like Python or R can be helpful but are not always required for entry-level courses.
- Career Professionals & Students:
- Fresh graduates or students looking to start their career in data analysis.
- Working professionals looking to switch careers or upskill in data analysis can also benefit from these courses, particularly part-time or online options.
- Other Considerations:
- A passion for working with data, learning new tools, and understanding trends is key to success in this field.
- Good communication skills to present data insights effectively are an added advantage.
Whether you’re starting from scratch or building on existing skills, many data analyst courses are designed to help individuals at different stages of their career.
The fees for a data analysis course can vary based on the course duration and level, but TesDBAcademy offers affordable fees for all its data analysis programs.
With a focus on providing high-quality training in data analytics, data visualization, and statistical analysis, we ensure that the cost remains accessible while offering hands-on learning and certification.
Whether you’re looking for a basic introduction to data analysis or an advanced course, TesDBAcademy provides a cost-effective option to help you launch your career in data analysis.
Also check our Data Science Course