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[Udemy] Machine Learning Full Course with 4 LIVE SOFWARE Project

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Deal Score0
100% OFF Get Course

What you’ll learn

  • Study the idea+ sensible software of machine studying with 4 Actual Tasks
  • Harness The Energy Of Anaconda/iPython For Sensible Knowledge Science
  • Carry Out Fundamental Knowledge Pre-processing & Wrangling In Python
  • Study to make use of NumPy for Numerical Knowledge
  • All About Pandas
  • Knowledge Visualization -How Knowledge is Stunning?
  • Machine Studying – Regression -Understanding the idea of Machine Studying
  • END TO END ML Mannequin with Deployment

Requirements

  • No Programming expertise . You’ll be taught the whole lot you have to know
  • Be In a position To Function & Set up Software program On A Laptop

Description

Are you prepared to begin your path to changing into a Knowledge Scientist!

This complete course shall be your information to studying the best way to use the facility of Python to investigate knowledge, create lovely visualizations, and use highly effective machine studying algorithms! With LIVE 4 STEP by STEP PROJECTS

Knowledge Scientist has been ranked the primary job on Glassdoor and the typical wage of a knowledge scientist is over $120,000 in america in accordance with Certainly! Knowledge Science is a rewarding profession that means that you can clear up a number of the world’s most fascinating issues!

This course is designed for each learners with some programming expertise or skilled builders seeking to make the bounce to Knowledge Science!

This complete course is akin to different Knowledge Science bootcamps that normally value 1000’s of {dollars}, however now you may be taught all that info at a fraction of the price! this is without doubt one of the most complete course for knowledge science and machine studying on Udemy!

We’ll educate you the best way to program with Python, the best way to create superb knowledge visualizations, and the best way to use Machine Studying with Python! Right here a only a few of the matters we shall be studying:

***Subjects***

• Introduction with AI & Machine Studying

• Use of Knowledge on this planet of AI

• Why Python?

• Putting in & Organising Python on System

• Easy Python Program

• Python Revisit: Key phrases, Knowledge Varieties, Operators

• Conditional/Looping/Error Dealing with in Python

• Comprehensions

• Python Person Outlined Features

• Python Turbines

• Lambda Expressions

• Python Modules: Utilization and Set up

• Understanding the OOP of Python

• Python Numpy Arrays

• Creating, Accessing, Manipulating Numpy Array

• Numpy Knowledge Varieties

• Array Attributes

• Knowledge Operations

• Arithmetic and Statistical Strategies

• Type, Search, Rely

• File Dealing with with Numpy

• The Sequence and DataFrame

• Creating, Accessing, Manipulating Pandas Knowledge

• Sequence and DataFrame Attributes & Fundamental Features

• Iteration on Knowledge

• Statistical Features; String Features

• Logical Indexing; Sorting & Reindexing

• Merging, Becoming a member of & Concatenation of Knowledge

• Grouping Knowledge

• How Knowledge is Stunning?

• Visualization Libraries in Python

• MATPLOTLIB PYPLOT: line, scatter, pie, field, space, and many others

• Adorning the plots utilizing Matplotlib (labels, colours, markers,legend, grids, determine sizes, and many others)

• The Subplots and axes in matplotlib

• Displaying Photos

• Understanding the idea of Machine Studying

• The Movement of Machine Studying

• The Arithmetic Required for ML

• Varieties of Studying and their sub-categories

• The Scikit-learn Library

• REGRESSION: Linear Regression

• The Line Equation; Becoming Knowledge in Mannequin

• Commerce-off between biases-variances

• Efficiency Analysis of Mannequin

• A number of Linear Regression: Case-study

• Logistic Regression: Idea

• Kernel Nearest Neighbors (KNN)•

• Choice Timber Classifier

• Random Forest Classifier • Introduction to Streamlit

*Tasks*

Mission 1: “Home Value Prediction Mannequin”

Mission 2: “Coronary heart Illness Detection Mannequin”

Mission 3: “Financial institution Churn Prediction Mannequin”

Mission 4: “Automated Mortgage Prediction System”

Who this course is for:

  • Developer In Getting Began With Knowledge Science Purposes In The Python Atmosphere
  • Developer Wishing To Study The Implementation Of Unsupervised Studying On Actual Knowledge Utilizing Python

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