MP4 | h264, 1280x720 | Lang: English | Audio: AAC, 44.1 KHz | 8h 42m | 3.65 GB
Build 10 Real World Machine Learning Projects, Hands-On Data Science Project Building Process !What you'll learn
Complete understanding of Machine Learning Project flow
Machine Learning Practical Applications
Machine Learning for Regression Problems
Machine Learning for Classification Problems
Clustering with Machine Learning
NLP with Machine Learning
Improving the performance of a machine learning model
Predicting a single observation
Description
Machine Learning and Data Science are one of the hottest tech fields now a days ! There are plenty of career opportunities in these fields. They have applications in almost every field, like transportation, Finance, Banking, Healthcare, Defense, Entertainment, etc.
Most of the students and professionals learn Data Science but specifically they are facing difficulties in building the projects, and to solve this problem i have created this course.
In this course you will learn to build Machine Learning projects from the scratch, here you will build each and every project from very beginning.
You will work on a variety of Machine Learning projects,
1) Regression
2) Classification
3) Clustering
4) Natural Language Processing
You will do below main steps in each project,
1) Data Preprocessing
2) Data Exploration
3) Model Building
4) Finalizing the Machine Learning Model
5) Hyper-Parameter tuning
6) Predicting a single observation
List of the Projects that you will work on,
Project 1: Breast Cancer Detection
Project 2: Customer churn rate prediction
Project 3: Medical insurance premium prediction
Project 4: House price prediction
Project 5: E signing of customers based on financial data
Project 6: Credit card fraud detection
Project 7: Employee Attrition Prediction
Project 8: Customer Segmentation
Project 9: Used Car Price Prediction
Project 10: Restaurant Reviews Classification
This course is for the students and the professionals to gain complete understanding of Machine Learning project building. Basic knowledge of machine learning is machine learning and programming is an added advantage.
Who this course is for:
Anyone who wants to learn Machine Learning project building
Students and Professionals who want to start a career in Data Science and Machine Learning
HOMEPAGE
https://www.udemy.com/course/machine-learning-projects-for-beginners-in-python/
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