Machine Learning A-Z
4.1 /5- Offered byUDEMY
Machine Learning A-Z at UDEMY Overview
Machine Learning A-Z
at UDEMY
Duration | 41 hours |
Mode of learning | Online |
Difficulty level | Intermediate |
Credential | Certificate |
Future job roles | Account Planning, .Net, Black Box Testing, Assistant Vice President - IT Knowledge Banking , E Commerce Analyst |
Machine Learning A-Z at UDEMY Highlights
Machine Learning A-Z
at UDEMY
- 41 hours of video content
- Earn a certificate upon successful completion
- Gain Lifetime Access to Courseware
Machine Learning A-Z at UDEMY Course details
Machine Learning A-Z
at UDEMY
Skills you will learn
Who should do this course?
- Anyone interested in Machine Learning.
- Students who have at least high school knowledge in math and who want to start learning Machine Learning.
- Any people who are not that comfortable with coding but who are interested in Machine Learning and want to apply it easily on datasets.
- Any students in college who want to start a career in Data Science.
- Any data analysts who want to level up in Machine Learning.
- Any people who are not satisfied with their job and who want to become a Data Scientist.
- Any people who want to create added value to their business by using powerful Machine Learning tools
What are the course deliverables?
- Master Machine Learning on Python & R
- Have a great intuition of many Machine Learning models
- Make accurate predictions
- Make powerful analysis
- Make robust Machine Learning models
- Create strong added value to your business
- Use Machine Learning for personal purpose
- Handle specific topics like Reinforcement Learning, NLP and Deep Learning
- Handle advanced techniques like Dimensionality Reduction
- Know which Machine Learning model to choose for each type of problem
- Build an army of powerful Machine Learning models and know how to combine them to solve any problem
More about this course
- This course has been designed by two professional Data Scientists so that we can share our knowledge and help you learn complex theory, algorithms and coding libraries in a simple way.
- We will walk you step-by-step into the World of Machine Learning. With every tutorial you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science.
Machine Learning A-Z at UDEMY Curriculum
Machine Learning A-Z
at UDEMY
Welcome to the course!
Part 1: Data Preprocessing
Part 2: Regression
Simple Linear Regression
Multiple Linear Regression
Polynomial Regression
Support Vector Regression (SVR)
Decision Tree Regression
Random Forest Regression
Evaluating Regression Models Performance
Part 3: Classification
Logistic Regression
K-Nearest Neighbors (K-NN)
Support Vector Machine (SVM)
Kernel SVM
Naive Bayes
Decision Tree Classification
Random Forest Classification
Evaluating Classification Models Performance
Part 4: Clustering
K-Means Clustering
Hierarchical Clustering
Part 5: Association Rule Learning
Apriori
Eclat
Part 6: Reinforcement Learning
Upper Confidence Bound (UCB)
Thompson Sampling
Part 7: Natural Language Processing
Part 8: Deep Learning
Artificial Neural Networks
Convolutional Neural Networks
Part 9: Dimensionality Reduction
Principal Component Analysis (PCA)
Linear Discriminant Analysis (LDA)
Kernel PCA
Part 10: Model Selection & Boosting
Model Selection
XGBoost
Bonus Lectures
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View Other 2351 Courses
R
Rohan Tarale
Machine Learning A-Z
Offered by UDEMY
4
Learning Experience: Course content was too good and easy to understand even for a guy from non IT background. Also the training modules was good and challenges were up to the mark where whatever u learnt is put into practice.
Faculty: Faculty was good, quality of knowledge is par beyond the what are u paying plus the live sessions help to clear all ur doubt.
The course resourse was upto the mark and the assignment were well structured so that whatever u learnt is put into test.
Course Support: This course helps me to know more things that i was not knowing from the inside as well as from outside.
Reviewed on 17 Mar 2023Read More
A
Anchal Singh
Machine Learning A-Z
Offered by UDEMY
3
Learning Experience: Best ever course
Faculty: The quality was quite good and appropriate and I find it easy to understand each concept in a compact amount of rime
Great
Course Support: Improved skill set
Reviewed on 14 Jan 2023Read More
H
Harini Priya B R
Machine Learning A-Z
Offered by UDEMY
5
Learning Experience: It was easy understand. Course gives you more hands on experience
Faculty: They taught in a way such that even a person With 0 knowledge on Mail can understand
The way they explain the theory and followed up with practical
Reviewed on 31 Dec 2022Read More
V
Venkat Satish A
Machine Learning A-Z
Offered by UDEMY
4
Other: If you are a beginner in machine learning and want to have a basic view of machine learning that this course will help. This courses do not dive deep into the theory it focuses on machine learning libraries and how ti use them to train the model. It is like an introductory course for machine learning.
Reviewed on 22 Oct 2021Read More
M
Mayur Vadhavana
Machine Learning A-Z
Offered by UDEMY
4
Other: This course gave me an opportunity to get hands on machine learning. Here I learnt Python, Various Machine Learning models and some familiarity with Statistics. Both instructors are very proficient in their domain. I firmly believe that this course will help me to get an initial break in my career.
Reviewed on 28 Aug 2021Read More
View All 19 Reviews
Machine Learning A-Z
at UDEMY
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