Rules for Naming the Variables List, Tuple, Set, Dictionary

"Introduction to Files and directories Introduction to the command prompt or terminal paths"

"Text files Reading from a text file Opening a file using with'

If, else if and else condition.

For and While Loop

Machine Learning Libraries

Numpy-Hands on

"Pandas-Hands on"

Learn how to explore, visualize, and extract insights from data

Data Visualization

Matplotlib-Hands on

Seaborn hands on

You need to think statistically and to speak the language of your data

Measures of Central Tendency

Measures of Dispersion

IQR Statistics-Hands-On

Classification, Regression, Fine-tuning your model

Supervised Learning

Unsupervised Learning

Linear Regression

Metrics in Linear Regression Hands-on in Linear Regression

Logistic Regression

Metrics in Logistic Regression

Hands-on in Logistic Regression

Linear regression

Metrics for Linear regression

Introduction to Data Preprocessing Standardizing Data Exploratory Data Analysis

Missing Values Outliers

Standardization Mnormalization Feature Scaling and Selection

Decision Tree

Bagging

Boosting Random Forest

Neural Network & Project using data science packages,analysis,visualization, create model, extract pure data etc

NLTK

Spacy

Gensim

FastText

Huggingface,How does generative AI work?

Generative AI models

What are Dall-E, ChatGPT and Bard?

What are use cases for generative AI.