- Online, Classroom, & Fast Track Courses
- Free Course Material Access
- Industry Recognized Certification
- Career Guidance & Placement
- 100% Practical, Industry Use Case Oriented
Data Science 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
- Multi-threading 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
- Introduction to Supervised and Unsupervised Learning
- Data Pre-processing and Feature Engineering
- Classification Algorithms (Logistic Regression, SVM)
- Regression Algorithms (Linear, Polynomial)
- Clustering Algorithms (K-Means, DBSCAN)
- Basics of Tensors and Operations
- Neural Networks Basics
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
- Transfer Learning and Pre-trained Models
- Saving and Loading Models
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 Science Job Placement and Certification
Our Data Science Job Placement and Certification program is designed to help you launch a successful career in data science. Gain industry-recognized certification, hands-on experience with tools like Python and R programming, and master Machine Learning algorithms through real-world projects. With expert guidance and dedicated placement assistance, we ensure you’re job-ready to excel in the field of data analytics and beyond.
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 Science Course
Three months can be enough to gain a foundational understanding of data science if you follow an intensive and focused learning plan.
During this period, you can cover essential topics such as data analytics, Python, R programming, and basic Machine Learning algorithms.
However, mastering data science, especially advanced concepts and real-world applications, typically requires more time and hands-on experience.
For beginners, a 3-month course can serve as a strong starting point, but continuous learning and practice are crucial for becoming proficient and industry-ready.
Looking for the best data science courses in Chennai? TesDBAcademy offers a flexible data science course in Chennai, including online, classroom, fastrack course, part-time options, hands-on training, and placement assistance.
Learn Python, and Machine Learning algorithms in our data science certification course in Chennai or data science PG course in Chennai.
Affordable data science course fees in Chennai make it accessible for everyone. Start your journey today!
Anyone with a strong interest in data science and basic analytical skills can pursue a data science course. Here are typical eligibility criteria:
- Educational Background:
- A bachelor’s degree in engineering, computer science, mathematics, statistics, or related fields is preferred but not mandatory for many beginner courses.
- Non-technical backgrounds can also apply, especially for beginner-level or part-time courses.
- Skills and Knowledge:
- Basic programming knowledge (e.g., Python or R) is helpful but not always required for beginner courses.
- Familiarity with mathematics, statistics, or data analytics concepts is an advantage.
- Professionals and Students:
- Working professionals looking to transition to data science.
- Students or recent graduates aiming to enter the data science field.
- Specific Programs:
- For advanced or data science PG courses in Chennai, a relevant undergraduate degree or work experience may be required.
Most courses, including data science certification courses in Chennai, also offer foundational modules, making them accessible to beginners willing to learn.
The fees for a data science course can vary depending on the program’s duration and level, but TesDBAcademy offers affordable fees for all its data science courses.
We provide high-quality training in data analytics, Python, R programming, and Machine Learning algorithms, ensuring that you receive value for your investment.
Whether you’re looking for a data science certification course in Chennai, a part-time data science course in Chennai, or a comprehensive PG data science course in Chennai, we offer competitive pricing to make it accessible to all.
Also check our Data Analysis Course