Python Data Science Course
- Offered byIntellipaat
Python Data Science Course at Intellipaat Overview
Duration | 39 hours |
Total fee | ₹16,017 |
Mode of learning | Online |
Credential | Certificate |
Python Data Science Course at Intellipaat Highlights
- Earn a Certificate of completion from Intellipaat
- Job assistance with 300+ Hiring Partners and 55% average salary hike
- Gain Expertise on widely used skills like Probability & Statistics, Machine Learning, Programming, Data Manipulation, Data Visualization with Matplotlib
- Get a chance to work on different projects like Netflix Recommendation system, Working with NumPy and more
Python Data Science Course at Intellipaat Course details
- For BI Managers and Project Managers
- For Software Developers and ETL Professionals
- For Analytics Professionals
- For Big Data Professionals
- For Those who are wanting to have a career in Python
- Introduction to Python for Data Science
- OOP concepts, expressions, and functions
- What is SQLite in Python? Operations and classes
- Creating Pig and Hive UDF in Python
- Deploying Python for MapReduce programming
- Real-world Data Science projects
- The Data Science with Python course helps to learn Python programming required for Data Science
- Master the technique of how Python is deployed for Data Science, working with Pandas library for Data Science, data cleaning, data visualization, Machine Learning, advanced numeric analysis
- Participant will master Data Science Analytics skills through real-world projects covering multiple domains such as retail, e-commerce, finance, etc
- Participants will work on various Python libraries such as SciPy, NumPy, Matplotlib, Lambda function, etc
- Upon the completion of this Data Science with Python course training, students will be able to get the best jobs in the Data Science domain at top salaries
- Self Paced Training is also available
- Course fee for Self Paced Training: INR 10032
Python Data Science Course at Intellipaat Curriculum
Introduction to Data Science using Python
What is Data Science, what does a data scientist do
Various examples of Data Science in the industries
How Python is deployed for Data Science applications
Various steps in Data Science process like data wrangling, data exploration and selecting the model.
Introduction to Python programming language
Important Python features, how is Python different from other programming languages
Python basic constructs
Introduction to a basic construct in Python
Understanding indentation like tabs and spaces
Python built-in data types
Basic operators in Python
Loop and control statements like break, if, for, continue, else, range() and more.
NumPy for mathematical computing
Introduction to mathematical computing in Python
What are arrays and matrices, array indexing, array math, Inspecting a NumPy array, NumPy array manipulation
Pandas for Data manipulation
What is a data Manipulation. Using Pandas library
NumPy dependency of Pandas library
Series object in pandas
DataFrame in Pandas
Loading and handling data with Pandas
How to merge data objects
Concatenation and various types of joins on data objects, exploring dataset
Data visualization with Matplotlib
Introduction to Matplotlib
Using Matplotlib for plotting graphs and charts like Scatter, Bar, Pie, Line, Histogram and more
Matplotlib API