ADVANCED DATA SCIENCE
AI & BIG DATA
Welcome to our Data Science, AI, and ML course! You’ll quickly learn key techniques to analyze data, build models, and apply AI solutions, equipping you with essential skills for today’s tech-driven world.
Program Duration
3 Months / 5 Months (Weekday/Weekend)
Training Hours
Live Online Class
Morning & Evening Shift
More Info
CodEdu is a top software development company that also offers specialized training in Python & Data Science, Python Full Stack, and Digital Marketing with AI. Our courses are designed to meet industry demands, ensuring you gain in-demand skills. We provide hands-on learning through internships and offer 100% placement assistance to help you succeed in the job market. With expert trainers and a comprehensive curriculum, CodEDU is dedicated to helping you build a successful career in tech and digital marketing.
- Trending Courses: Our programs are designed based on current industry demands, ensuring that the skills you learn are relevant and in-demand.
- Expert Trainers: Learn from industry professionals with extensive experience in their respective fields.
- Comprehensive Curriculum: Each course is meticulously crafted to cover all necessary concepts, tools, and technologies.
- Hands-On Learning: Gain practical experience through projects, assignments, and internships.
- Career Support: From resume building to interview preparation, our placement team supports you every step of the way.
Get to Know Our Data Science Course Syllabus
This program has been made specially for you by leading experts of the industry
Python - Basic
We will go through the basics of Python with all essential beginner-friendly concepts of Python programming like datatypes, loops, data structures, and functions, followed by assessments and assignments.
Python - Advanced
Since we have the essential basics of Python we will see some advanced concepts like Comprehension, File handling, Regular Expressions, Object-oriented Programming, Pickling, and many more essential concepts.
Algorithmic Thinking with Python
We will explore the need for Algorithmic Thinking and the necessity of efficient coding; we will drive through Data Structures and Algorithms along with Memory Management Techniques.
Data handling in Python - Pandas & MongoDB
Since we need to handle huge amounts of data, we will be implementing data handling techniques with Pandas library. And we will explore the different miscellaneous functions of Pandas library in detail.
MongoDB
Now we will explore the popular NoSQL databases like MongoDB and their importance as well as their key components. We will perform several operations like CRUD operations etc.
MongoDB - Continued
We will continue with MongoDB beyond basics like embedding documents, dealing with types of data, schema types, and Data relationships in MongoDB, etc.
Probability and Statistics with NumPy
We will go through Probability and Statistics which are key to understanding, processing, and interpreting the vast amount of data. We will deal with the basics of probability and statistics like Probability theory, Bayes theorem, distributions, etc., and their importance. Besides that, we will do hands-on with Numpy on those concepts.
Probability and Statistics with Numpy - Continued
We will continue with statistics and probability, and we will deal with descriptive and inferential statistics along with Hypothesis testing and a lot of other relevant statistics methods.
Data Visualisation in Python (Matplotlib, Seaborn)
Data Visualization is used to understand data in a visual context so the patterns, trends, and correlations in the data can be understood. We will do a lot of visualization with libraries like Seaborn, Matplotlib, etc, in turn, that leads to effective storytelling.
Data Visualisation with Plotly’s Dash
Plotly’s Dash is a famous open-source data visualization library that we will be using to build custom data visualization projects which allow for better storytelling. And a lot more, download the Data Science syllabus for the full curriculum.
Learn Top Data Science Tools & Technologies
Data Science Course with Placement Guidance
With more than 500+ hiring partners across all domains of data science. You can safely stop worrying about your job placement.
- Enroll in the CodEdu - Data Science Course
- Attend Live online Classes
- Complete the projects assigned by Industry Experts
- Attend mock interviews with our HR team & Technical rounds with Industry Experts
- Receive Placement Guidance