Explore the foundational concepts of Artificial Intelligence and Machine Learning, understanding how machines learn from data to make intelligent decisions. This course covers key algorithms, practical applications, and the latest advancements in the field.
Introduction to Python
Python
Numpy & Pandas
GCollab Use & Implementation Copy
PYTHON FOR DATA ANALYSIS - NUMPY (30 min)
PANDAS & DATA VISUALIZATION LIBRARIES (30 min)
Visualization
Creating DataFrame
Overview of Data Science Life Cycle
Project Problems in Data Science (30 min)
Dataset & Notebook Files to Start With
Exploratory Data Analysis (EDA) and Data Processing
Applied Statistics
Types of Machine Learning Algorithms
ML Linear Regression
Lesson 1: Linear Regression
Logistic Regression
Regression & Machine Learning Algorithms (30 min)
About K-NN Nearest Neighbour
Why Do We Need a K-NN Algorithm? (30 min)
About K-NN Nearest Neighbour (30 min)
Classification, K-NN Algorithm
How K-NN Works
How Does K-NN Work? (30 min)
Reading Material: Machine Learning
OpenCV Python
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.
