Data science integrates advanced analytics and machine learning, driving informed decision-making and innovative solutions across various industries
Intro to Python: Begin with a foundational understanding of Python, covering basic syntax, structure, and how to set up a Python development environment.
Python Basics: Learn about Python data types, operators, control flow, and loops, including if-else statements, to build a solid understanding of programming logic.
Pandas: Explore Pandas, a powerful data manipulation library in Python. Understand what Pandas is, the types of data it handles, and how to read and write tabular data effectively.
Data Manipulation with Pandas: Gain skills in selecting subsets of data, creating and renaming columns, checking table information (e.g., shape, statistical descriptions), handling missing values (null values), and manipulating textual data.
Intro to Data Science and Machine Learning: Get introduced to the basics of Data Science and Machine Learning, including supervised learning techniques like regression (with a focus on linear regression for prediction) and classification algorithms.
Practical Project: Apply your learning in a hands-on project focused on prediction, leveraging the knowledge gained from Python, Pandas, and Machine Learning concepts.
Intro to Python
Python Basics
Data Types & Operators
Control Flow
Loops
If Else
How to Read and Write Tabular Data?
How to Select a Subset of Table & Create Plots in Pandas
How to Create and Rename a Column
How to Check Table Info, Shape, Stat Description, and Missing Values
Null Values
How to Manipulate Textual Data
What is Dataset and How to Upload on Jupyter/Gcolab
Installation and Usage of Anaconda and G Colab
Supervised ML
Regression, Linear Regression for Prediction
Classification Algorithms
Project on Prediction
This is to express our sincere appreciation to ITnurtureDen
for their valuable counselling sessions on well-being and
career guidance for MBA students in our training program.
There has been a phenomenal improvement in the students'
overall well-being and their performance in various
interviews. We are happy to have them associated with us and
look forward to a long-term relationship.
I am definitely going to recommend this program to other
Engineering Instituions, It Exceeded our expectations
Lords Institute of Engineering , Hyderabad
This is to express our sincere appreciation to ITnurtureDen
for their valuable counselling sessions on well-being and
career guidance for MBA students in our training program.
There has been a phenomenal improvement in the students'
overall well-being and their performance in various
interviews. We are happy to have them associated with us and
look forward to a long-term relationship.
This is to express our sincere appreciation to ITnurtureDen
for their valuable counselling sessions on well-being and
career guidance for MBA students in our training program.
There has been a phenomenal improvement in the students'
overall well-being and their performance in various
interviews. We are happy to have them associated with us and
look forward to a long-term relationship.
