Udemy – Complete Data Science & Machine Learning Bootcamp in Python 2021-1 – Downloadly

Description

Take the Data Science & Machine Learning Bootcamp in Python course. Master a field of this century. In this course, you will learn how to get started in data science. You don’t need any programming knowledge. We will teach you the Python fundamentals you need to get started. Here are some of the things we will cover in this course

Data science process
Python for Data Science
NumPy for numerical calculations
Pandas for data manipulation
Matplotlib for visualization
Seaborn for beautiful pictures
Conspiracy for interactive images
An introduction to machine learning
Desk for Big Data
Power BI Desktop
Google Data Studio
Mining Law Association – Apriori
Deep Learning
Apache Spark for Big Data Management

For the machine learning part, we will cover:

How do algorithms work?
Advantages and disadvantages of different algorithms
Meaning of functions
Measurements
Cross validation
Fight too much
Set metaparameters
Unbalanced data management
Tensorflow and Cross
Automated Machine Learning (AutoML)
Natural language processing

The course also includes exercises and solutions to help you put what you have learned into practice.

What you will learn in the Complete Data Science & Machine Learning Bootcamp in Python course

NumPy for numerical calculations
Pandas for data manipulation
Matplotlib for visualization
Born in the sea for beautiful pictures
Map for interactive images
An introduction to machine learning
Deep Learning with Keras and TensorFlow
Artificial neural networks
Convolutional neural networks
Natural language processing
Principal component analysis
Mining Law Association – Apriori
Creating a dashboard in Power BI
Data science applications with Dash

This course is suitable for people who

People who would like to get started in data science and machine learning without any prior knowledge
People who like to update their knowledge of data science and machine learning