Machine Learning, Data Science and Deep Learning with Python
Learn about deep learning, data science and python to classify pictures, data and use multivariate and linear ...Read more
Brochure
Enquire
Online
₹ 4999
Quick Facts
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course overview
The Machine Learning, Data Science, and Deep Learning with Python online course is a 15.5 hours on-demand course provided by Udemy. The course teaches about Keras and Tensorflow that are used to create artificial neural networks. The course also teaches about deep learning that may be used to classify data, pictures, and feelings.
Machine Learning, Data Science, and Deep Learning with Python training teachers to use linear regression, multivariate regression, and polynomial regression to make predictions. The course teaches about Seaborn and MatPlotLib that are used to visualize data. Candidates will learn to deploy machine learning at a huge scale with Apache Spark's MLLib.
The Machine Learning, Data Science, and Deep Learning with Python syllabus covers the use of Support Vector Machines (SVM), K-Means clustering, KNN, Naive Bayes, PCA, and Decision Trees to classify data. The course teaches to develop a movie recommendation system that combines user-based and item-based collaborative filtering.
The highlights
- Course provider Udemy
- Access on mobile and TV
- 6 articles
- 15.5 hours on-demand video
- Certificate of completion
- Downloadable resource
- Full lifetime access
Program offerings
- Online learning
- Downloadable resources
- Certification
- Lectures
- Articles
Course and certificate fees
Fees information
Machine Learning, Data Science and Deep Learning with Python Fee
Course | Fee in INR |
Machine Learning, Data Science and Deep Learning with Python | Rs. 4999 |
certificate availability
Yes
certificate providing authority
Udemy
Who it is for
- Software engineers and programmers who wish to move into the lucrative fields of machine learning and data science.
- Technologists who want to know how deep learning works in practice.
- Data analysts in finance or even other non-tech businesses who wish to transfer into the technology sector learn how to evaluate data using code rather than tools.
Eligibility criteria
Students should enroll only if they have prior coding or scripting expertise.
Certification Qualifying Details
After successfully completing the online course curriculum and training, students will be awarded the Machine Learning, Data Science and Deep Learning with Python certification.
What you will learn
After completing the Machine Learning, Data Science and Deep Learning with Python online training, students will learn about sentiment analysis, transfer learning, image recognition and classification, k-means clustering, regression analysis, principal component analysis, bayesian methods, train/test and cross validation, decision trees and random forests, multilevel models, multiple regression, support vector machines, collaborative filtering, reinforcement learning, k-nearest neighbor, ensemble learning, bias/variance tradeoff, inverse document frequency/term frequency, feature engineering, experimental design and a/b tests, hyperparameter tuning, etc.
The syllabus
Getting Started
Statistics and Probability Refresher, and Python Practice
Predictive Models
Machine Learning with Python
Recommender Systems
More Data Mining and Machine Learning Techniques
Dealing with Real-World Data
Apache Spark: Machine Learning on Big Data
Experimental Design / ML in the Real World
Deep Learning and Neural Networks
Generative Models
Final Project
You made it!
Admission details
To get admission to the Machine Learning, Data Science and Deep Learning with Python certification training from Udemy, follow the step by step procedure mentioned below:
Step 1: Navigate to the official Udemy course website by clicking the link below.
(https://www.udemy.com/course/data-science-and-machine-learning-with-python-hands-on/)
Step 2: To proceed, click the ‘Buy Now' option.
Step 3: Register by entering your personal information.
Step 4: Pay the online course fee amount and begin learning.
How it helps
Candidates pursuing Machine Learning, Data Science and Deep Learning with Python online training will be benefited in the following ways:
- Students will learn to create synthetic images with Generative Adversarial Networks (GAN's) and Variational Auto-Encoders (VAE's).
- Participants will get a certificate of completion after finishing the course content effectively.
- Students will learn how to create a recommender system by combining user-based and item-based collaborative filtering.
Instructors
Mr Frank Kane
Founder
Freelancer
FAQs
What is the duration of the Machine Learning, Data Science and Deep Learning with Python program?
The duration of the Machine Learning, Data Science, and Deep Learning with Python program is 15.5 hours.
Which provider offers the Machine Learning, Data Science and Deep Learning with Python course?
Udemy offers the Machine Learning, Data Science, and Deep Learning with Python course.
The Machine Learning, Data Science and Deep Learning with Python online training consists of how many articles?
The Machine Learning, Data Science, and Deep Learning with Python online training consist of 6 articles.
How many downloadable resources are available in Machine Learning, Data Science and Deep Learning with Python training?
There are 1 downloadable resources available in Machine Learning, Data Science and Deep Learning with Python training.
