Machine Learning, Data Science and Deep Learning with Python

BY
Udemy

Learn about deep learning, data science and python to classify pictures, data and use multivariate and linear regression to make predictions.

Mode

Online

Fees

₹ 4999

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

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
₹ 4,999

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

Machine learning Data science knowledge Knowledge of deep learning

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

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.

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