Python for Data Science and Machine Learning Bootcamp
Learn about the strategies to use Python to evaluate data, visualize, and robust machine learning algorithms in this ...Read more
Brochure
Enquire
Online
₹ 799 4999
Quick Facts
| particular | details | |||
|---|---|---|---|---|
|
Medium of instructions
English
|
Mode of learning
Self study
|
Mode of Delivery
Video and Text Based
|
Course overview
The Python for Data Science and Machine Learning Bootcamp online course is a study about Data Science that focuses on the software programming language Python to assess data, create data visualizations, and techniques to utilize machine learning algorithms. This online course is provided by the online education provider Udemy for the students who wish to develop their skills in Data Science.
The course instruction is done by the course educator Jose Portilla, the head of Data Science at Pierian Data Inc. This Data Science program engages students in theoretical concepts and practical learning of the programming language and algorithms. This online course enables the students to upskill themselves as Data Scientists.
The online video lectures, articles, and other resources aid in the enhanced discussion of concepts and principles of data science. The student of the ‘Python for Data Science and Machine Learning Bootcamp’ training program is given the course certificate after completing the course.
The highlights
- Online course
- 25 hours of video content
- 18 articles and resources
- All-time access
- Mobile and TV access
- Course completion certificate
- Subtitles in English, French, German, Indonesian, Italian, Spanish, Portuguese, and Polish
Program offerings
- Videos
- Lectures
- Articles
- Q & a support
- Downloadable resources
- Full-time access
- Mobile access
- Tv access
- Subtitles
- Certificate of completion
Course and certificate fees
Fees information
The Python for Data Science and Machine Learning Bootcamp classes can be accessed by the students by paying the course fee as mentioned in the following,
Python for Data Science and Machine Learning Bootcamp fee structure
| Head | Amount |
| Original Price | Rs. 4,999 |
| Discounted Price | Rs. 799 |
certificate availability
Yes
certificate providing authority
Udemy
Who it is for
The Python for Data Science and Machine Learning Bootcamp online certification course benefits the students by equipping them with the skills and knowledge required to establish them as Data Scientists. The course is designed for students who are acquainted with programming and aspire to become data scientists.
Eligibility criteria
The students who wish to apply for the ‘Python for Data Science and Machine Learning Bootcamp’ online training are required to have experience with programming and the admin’s permission to download files during the course study.
Certificate qualifying details
The Python for Data Science and Machine Learning Bootcamp online certification program provides the students with the course completion certificate after finishing the program.
What you will learn
The Python for Data Science and Machine Learning Bootcamp syllabus is framed for the students to learn about the scope of Python for Data Science and Machine Learning. The students will get familiar with the following aspects by the end of the course,
- Application of machine learning algorithms
- Methods to use Pandas for data analysis, Seaborn for statistical plots, and Scikit-Learn for machine learning.
- Concepts of logistic regression, Neural Networks, Random Forest, and Decision Trees.
- Techniques to apply Spark for Big Data analysis, NumPy for numerical data, and Matplotlib for Python plotting.
- Learn about the implementation of Plotly for interactive dynamic data visualizations.
- About K-Means Clustering, Linear Regression, Natural Language Processing, support vector machines, and Spam filters.
The syllabus
Course Introduction
Environment Set-up
Jupyter Overview
Python Crash course
Python for Data Analysis - NumPy
Python for Data Analysis - Pandas
Python for Data Analysis - Pandas Exercises
Python for Data Analysis - Matplotlib
Python for Data Analysis - Seaborn
Python for Data Analysis - Pandas Built-in Data Visualization
Python for Data Analysis - Plotly and Cufflinks
Python for Data Analysis - Geographical Plotting
Data Capstone Project
Introduction to machine learning
Linear Regression
Cross-Validation and Bias-Variance Trade-Off
Logistic Regression
K Nearest Neighbours
Decision Trees and Random Forests
Support vector machines
K Means Clustering
Principal Component Analysis
Recommender Systems
Natural Language Processing
Neural Nets and Deep Learning
Big Data and Spark with Python
Bonus Section
Admission details
The registration for the ‘Python for Data Science and Machine Learning Bootcamp’ training program is done online through the Udemy website as follows,
Step 1: Find the course page on the official website using the link below
https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/?couponCode=ST9MT71624
Step 2: Click on the ‘Buy Now’ link
Step 3: Fill in the relevant information and follow the instructions to complete registration.
Filling the form
The applicants for the ‘Python for Data Science and Machine Learning Bootcamp’ online program can fill in the required fields on the registration page with their name, email address, and create a password to join the course.
How it helps
The Python for Data Science and Machine Learning Bootcamp certification enables the students to equip themselves with Data Science Skills and learn about the application of Python and programming skills along with machine learning algorithms. The course provides professional guidance for the students to enhance their careers in data science.
Instructors
FAQs
Which online education provider offers the course on ‘Python for Data Science and Machine Learning Bootcamp’?
The course is provided by the Udemy online education provider.
What is the duration of the ‘Python for Data Science and Machine Learning Bootcamp’ online course?
The course consists of 25 hours of videos, 18 articles, and other downloadable resources which can be completed at your convenience.
What are the prerequisites to join the ‘Python for Data Science and Machine Learning Bootcamp’ classes?
The course requires the students to have some experience with programming.
Will I get a course certificate after the ‘Python for Data Science and Machine Learning Bootcamp’ training program?
Yes, you will be given the certificate of completion after finishing the course study.
