filmov
tv
Machine Learning Full Course - 12 Hours | Machine Learning Roadmap [2024] | Edureka
Показать описание
This Edureka Machine Learning Full Course video will help you understand and learn Machine Learning Algorithms in detail. This Machine Learning Tutorial is ideal for both beginners and professionals who want to master Machine Learning Algorithms. Below are the topics covered in this Machine Learning Roadmap course:
00:00:00 Introduction to Machine Learning Full Course
00:01:08 Agenda of Machine Learning Full Course
00:02:45 What is Machine learning?
00:06:28 Supervised Machine Learning
00:11:49 Un-Supervised Machine Learning
00:16:03 Reinforcement Machine Learning
00:32:21 How to Become a Machine Learning Engineer?
00:41:53 Machine Learning Algorithm
01:03:46 Linear Regression Algorithm
01:06:40 What is Linear Regression
01:11:13 Linear Regression Use Cases
01:12:24 Use Case- How to Implement Linear Regression using Python
01:30:22 Logistic Regression Algorithm
01:35:44 Logistic Regression Use cases
02:17:36 Linear Regression Vs Logistic Regression
02:21:05 Decision Tree Algorithm
02:25:53 Types of Classification
02:34:57 What is Decision Tree?
02:58:25 What is Pruning?
02:58:36 Hands-on
03:06:42 Random Forest
03:10:46 Working of Random Forest
03:17:45 Splitting Methods
03:20:32 Advantages & Disadvantages of Random Forest
03:23:52 Hands-on Random Forest
03:35:18 KNN Algorithm
03:37:39 Features of the KNN Algorithm
03:45:54 How KNN works
03:51:21 Hands-on KNN Algorithm
04:07:45 Naive Bayes Classifier
04:29:25 Support Vector Machine
04:31:13 How do SVM work
04:55:00 K- Means Clustering Algorithm
04:58:26 K Means Clustering
05:07:16 Agglomerative Clustering
05:09:16 Division Clustering
05:09:41 Mean shift Clustering
05:18:21 Hierarchical Clustering
05:25:10 How Agglomerative Clustering Works
05:32:59 Applications of Hierarchical Clustering
05:38:34 Apriori Algorithm Explained
05:52:58 Demo
06:30:26 Linear Algebra Application
06:54:00 Probability
07:07:01 Statistics
07:12:47 Types of Statistics
07:38:40 How to select the correct predictive modeling techniques
07:50:54 ML Model Deployment with Flask on Heroku
08:28:32 Azure Machine Learning
08:54:49 AWS Machine Learning
09:35:24 Machine learning Engineer Skills
09:43:30 Machine Learning Engineer Job Trend, Salary & Resume
09:59:20 Top Machine Learning Tools & Frameworks
10:09:12 Machine Learning Roadmap
10:22:20 Machine Learning Interview Question & Answers
🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬
🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬
🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐬
Got a question on the topic? Please share it in the comment section below and our experts will answer it for you.
00:00:00 Introduction to Machine Learning Full Course
00:01:08 Agenda of Machine Learning Full Course
00:02:45 What is Machine learning?
00:06:28 Supervised Machine Learning
00:11:49 Un-Supervised Machine Learning
00:16:03 Reinforcement Machine Learning
00:32:21 How to Become a Machine Learning Engineer?
00:41:53 Machine Learning Algorithm
01:03:46 Linear Regression Algorithm
01:06:40 What is Linear Regression
01:11:13 Linear Regression Use Cases
01:12:24 Use Case- How to Implement Linear Regression using Python
01:30:22 Logistic Regression Algorithm
01:35:44 Logistic Regression Use cases
02:17:36 Linear Regression Vs Logistic Regression
02:21:05 Decision Tree Algorithm
02:25:53 Types of Classification
02:34:57 What is Decision Tree?
02:58:25 What is Pruning?
02:58:36 Hands-on
03:06:42 Random Forest
03:10:46 Working of Random Forest
03:17:45 Splitting Methods
03:20:32 Advantages & Disadvantages of Random Forest
03:23:52 Hands-on Random Forest
03:35:18 KNN Algorithm
03:37:39 Features of the KNN Algorithm
03:45:54 How KNN works
03:51:21 Hands-on KNN Algorithm
04:07:45 Naive Bayes Classifier
04:29:25 Support Vector Machine
04:31:13 How do SVM work
04:55:00 K- Means Clustering Algorithm
04:58:26 K Means Clustering
05:07:16 Agglomerative Clustering
05:09:16 Division Clustering
05:09:41 Mean shift Clustering
05:18:21 Hierarchical Clustering
05:25:10 How Agglomerative Clustering Works
05:32:59 Applications of Hierarchical Clustering
05:38:34 Apriori Algorithm Explained
05:52:58 Demo
06:30:26 Linear Algebra Application
06:54:00 Probability
07:07:01 Statistics
07:12:47 Types of Statistics
07:38:40 How to select the correct predictive modeling techniques
07:50:54 ML Model Deployment with Flask on Heroku
08:28:32 Azure Machine Learning
08:54:49 AWS Machine Learning
09:35:24 Machine learning Engineer Skills
09:43:30 Machine Learning Engineer Job Trend, Salary & Resume
09:59:20 Top Machine Learning Tools & Frameworks
10:09:12 Machine Learning Roadmap
10:22:20 Machine Learning Interview Question & Answers
🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬
🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬
🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐬
Got a question on the topic? Please share it in the comment section below and our experts will answer it for you.
3:53:53
Machine Learning for Everybody – Full Course
9:38:32
Machine Learning Full Course - Learn Machine Learning 10 Hours | Machine Learning Tutorial | Edureka
4:19:33
Machine Learning in 2024 – Beginner's Course
6:21:33
Machine Learning Full Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn
0:07:05
How I’d learn ML in 2024 (if I could start over)
9:52:19
Machine Learning Course for Beginners
18:00:35
Machine Learning with Python and Scikit-Learn – Full Course
1:37:26
PyTorch for Deep Learning & Machine Learning – Full Course
2:35:19
Neural Network Full Course 2024 | Neural Network Tutorial | Convolutional Neural Network Tutorial
9:58:08
Machine Learning With Python Full Course 2023 | Machine Learning Tutorial for Beginners| Simplilearn
0:05:25
The Complete Machine Learning Roadmap
Machine Learning Full Course - 12 Hours | Machine Learning Roadmap [2024] | Edureka
0:49:43
Python Machine Learning Tutorial (Data Science)
5:40:12
Machine Learning full course 6 Hours in telugu
0:02:35
Machine Learning Explained in 100 Seconds
10:04:45
🔥 Machine Learning Full Course 2024 | Learn it 🔴LIVE | Machine Learning Tutorial | Simplilearn
11:35:42
Complete Machine Learning Course in 60 Hours - Part 1 | Full Machine Learning Course with Python
0:07:52
Machine Learning | What Is Machine Learning? | Introduction To Machine Learning | 2024 | Simplilearn
0:14:59
Detailed Roadmap for Machine Learning | Free Study Resources | Simply Explained
10:10:52
Machine Learning Engineer Full Course - 10 Hours | Machine Learning Roadmap [2024] | Edureka
0:05:49
AI vs Machine Learning
0:12:33
10 FREE AI Courses to Become AI Engineer in 2024 | Machine Learning Courses
10:16:47
Machine Learning FULL Course with Practical (10 HOURS) | Learn Free ML in 2024 | Part-1
0:26:01
How to learn Machine Learning (ML/AI Roadmap 2024)
Комментарии