Mastering Deep Learning For Cancer Detection

Empower Your Journey in AI-Driven Healthcare with Cutting-Edge Techniques and Practical Insights.

What you'll learn

Learn python programming

Learn Image processing with python and openCV

Using object detection for detect special materials in pictures or videos

Make a new dataset for finding cancers

Cancer detection with deep learning

Requirements

You can learn Python, Image processing and deep learning and everything you need to know.

No programming experience needed.

Description

Brief Description:Unlock the power of deep learning to make a meaningful impact on global health. "Mastering Deep Learning for Cancer Detection" is not just a course; it's a call to action. Join us in the quest to find cancers across all ages and demographics, uniting individuals driven by a shared purpose: helping others and contributing to the solution for one of Earth's most significant challenges.Key Objectives:Inclusive Approach: This course is open to all individuals passionate about leveraging their skills to address the global issue of cancer. Whether you're a student, professional, or simply someone eager to make a difference, this course is for you.Comprehensive Training: Gain expertise in utilizing deep learning methodologies for cancer detection. From understanding the fundamentals to implementing advanced techniques, this course covers the spectrum to ensure you're well-equipped to contribute meaningfully.Community Impact: Be part of a community dedicated to applying technology for the greater good. Collaborate with like-minded individuals, share insights, and collectively contribute to the ongoing improvement of cancer detection strategies.Global Perspective: Cancer knows no boundaries. This course empowers you to address this universal challenge, providing tools and knowledge applicable across diverse populations and demographics.Who Should Enroll:Individuals of all ages with a passion for helping others.Students aspiring to make a difference in healthcare.Professionals seeking to apply their skills to a global health cause.Anyone committed to contributing to the solution for cancer detection.Embark on this journey with us, where your expertise in deep learning becomes a catalyst for positive change. Enroll in "Mastering Deep Learning for Cancer Detection" and become part of a community dedicated to making a real impact on our planet's health. Together, we can turn the tide against cancer.

Overview

Section 1: Python for Beginners

Lecture 1 Course structure

Lecture 2 Introduction Python

Lecture 3 Hello World

Lecture 4 Variables 1

Lecture 5 Variables 2

Lecture 6 Data Type 1

Lecture 7 Data Type 2

Lecture 8 Data Type 3

Lecture 9 Data Type 4

Section 2: Advanced Python

Lecture 10 Inputs

Lecture 11 Conditions

Lecture 12 Repetitive execution

Lecture 13 While Loops

Lecture 14 Functions

Section 3: Image Processing for Begineers

Lecture 15 Introduction to Image Processing

Lecture 16 Read, Display, Draw and Save Images

Lecture 17 Copy and Paste, color manipulation and …

Section 4: Advanced Image Processing

Lecture 18 Logical Operations on Images

Lecture 19 Thresholding

Lecture 20 Morphological Operation

Lecture 21 Edge Detection

Lecture 22 Corner Detection

Lecture 23 Template matching

Lecture 24 Histogram

Section 5: Cancer Detection

Lecture 25 Introduction Deep learning

Lecture 26 Introduction YOLO 1

Lecture 27 Introduction YOLO 2

Lecture 28 Introduction YOLO 3

Lecture 29 Installing libraries

Lecture 30 Cancer Detection

Lecture 31 Training Part 1

Lecture 32 Training Part 2

Lecture 33 Training Part 3

Lecture 34 Training Part 4 - Test Cancer Detection Program

Students,Beginners,Professionals,Who want to help peoples