Python for Data Science
Crash Course
- Learn to develop your own Python Program
- Learn Python Object-Oriented Programming (OOP) skills
- Work with conditional statements, shell scripting, and Django.
- Learn about APIs and third-party libraries
Estimated time
30 Days
50 hours
Enroll by
January 15th, 2023
Get access to classroom
immediately on enrollment
Eligibility Criteria
Bachelor degree in any discipline Basic understanding of programming concepts. Academic Record of minimum 60%50+
Hours of learning
100%
Placement Support
Training
By Industry Experts
Live
Projects
Modules
- Getting Started with Python
- Complex Data Types in Python
- Conditional Statements and Loops
- Functions in Python
- Python Packages and File Handling
- Error Debugging and Regular Expressions
- Python Classes & Inheritance
- OOPs in Python & Exception handling
- Introduction to Data Science using Python
- Maths for DS-Statistics & Probability
- Learn Scientific libraries in Python – NumPy, SciPy, Matplotlib and Pandas
- NumPy for mathematical computing
- SciPy for scientific computing
- Data manipulation using Pandas
- Data visualization with Matplotlib
- Fundamentals of Structured Query Language
- SQL Tables, Joins, Variables
- SQL Functions, Subqueries, Rules, Views
- Nested Queries, string functions, pattern matching
- Mathematical functions, Date-time functions, etc.
- Types of UDFs, Inline table value, multi-statement table.
- Stored procedures, rank function, triggers, etc.
- Record grouping, searching, sorting, etc.
- Clustered indexes, common table expressions.
- Calculus & Linear Algebra
- Probability Theory
- Descriptive Statistics
- Inferential Statistics
- Optimization Techniques
- Data Mining
- Time Series Forecasting
- Advanced Statistics
- Predictive Modelling
- Machine Learning
- Deep Learning
- Introduction to Data Visualization
- Introduction to PowerBI
- Power BI components
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Web3ACADemy gave my career an edge in the competitive market specializing in NextGen Technology.
Khuman Prajapati
I was feeling stagnant in my career. It gave me the tools to advance my career and get promoted in my current job.
Anuradha Wamburkar
The entire bootcamp of Web3ACADemy was challenging. During the course I could uncover my technical potential , enabling me to aspire for bigger Career Goals.
Divya Sahu
WEB3ACADemy gave my programming career a new direction. I thank the whole team for being so supportive during this entire journey.
Govind Kumhar
It was a great experience to attend the Data Engineering program. I could get more deeper insights into cloud & Python. It helped me to match the growing skill demands of my industry.
Vikram Pansare
I was a complete amateur in Data Science. I was quite skeptical if I would be able to complete the course. But, the pedagogy of the course was simple and understandable. I not only added an extra skill to my portfolio but also became more confident in my career.
Bhushan Devtale
Trainer is well-versed in the subject and has a wealth of experience. He was providing real time examples and also while maintained the right focus on theory and practice.
Kalpesh Patil
The Certified Blockchain Program is a highly recommendable program. The course is very insightful and comprehensive. I was very impressed the way , the team supported me and that it was extremely proactive in the entire learning process.
Naresh G.
It was a great journey with Web3acad. The entire program covered the major aspects of Data Science in such a simpler way. It is definitely worth the time.
Sulkshan Kuite
Web3ACADemy gave my career an edge in the competitive market specializing in NextGen Technology.
Khuman Prajapati
I was feeling stagnant in my career. It gave me the tools to advance my career and get promoted in my current job.
Anuradha Wamburkar
The entire bootcamp of Web3ACADemy was challenging. During the course I could uncover my technical potential , enabling me to aspire for bigger Career Goals.
Divya Sahu
WEB3ACADemy gave my programming career a new direction. I thank the whole team for being so supportive during this entire journey.
Govind Kumhar
It was a great experience to attend the Data Engineering program. I could get more deeper insights into cloud & Python. It helped me to match the growing skill demands of my industry.
Vikram Pansare
I was a complete amateur in Data Science. I was quite skeptical if I would be able to complete the course. But, the pedagogy of the course was simple and understandable. I not only added an extra skill to my portfolio but also became more confident in my career.
Bhushan Devtale
Trainer is well-versed in the subject and has a wealth of experience. He was providing real time examples and also while maintained the right focus on theory and practice.
Kalpesh Patil
The Certified Blockchain Program is a highly recommendable program. The course is very insightful and comprehensive. I was very impressed the way , the team supported me and that it was extremely proactive in the entire learning process.
Naresh G
It was a great journey with Web3acad. The entire program covered the major aspects of Data Science in such a simpler way. It is definitely worth the time.
Sulkshan Kuite
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