Data Science and Machine Learning For Beginners with Python
Learn to Analyse , Make Predictions, Explore data Frames,Clean and Visualize Data
4.15 (552 reviews)
30,097
students
8 hours
content
Jun 2021
last update
$19.99
regular price
What you will learn
Install Jupyter Notebook Server
Create a new notebook
Explore Components of Jupyter Notebook
Understand Data Science Life Cycle
Use Kaggle Data Sets
Perform Probability Sampling
Explore and use Tabular Data
Explore Pandas DataFrame
Manipulate Pandas DataFrame
Perform Data Cleaning
Perform Data Visualization
Visualize Qualitative Data
Explore Machine Learning Frameworks
Understand Supervised Machine Learning
Use machine learning to predict value of a house
Use Scikit-Learn
Load datasets
Make Predictions using machine learning
Understand Python Expressions and Statements
Understand Python Data Types and how to cast data types
Understand Python Variables and Data Structures
Understand Python Conditional Flow and Functions
Learn SQL with PostgreSQL
Perform SQL CRUD Operations on PostgreSQL Database
Filter and Sort Data using SQL
Understand Big Data Terminologies.
Related Topics
3350306
udemy ID
7/20/2020
course created date
8/18/2020
course indexed date
Lee Jia Cheng
course submited by