The Data Science Course Complete Data Science Bootcamp

BY
Udemy

Develop your skills in data science by learning about the fundamentals of data science in detail with the ‘The Data Science Course'.

Mode

Online

Fees

₹ 4099

Quick Facts

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

Course overview

The Data Science Course Complete Data Science Bootcamp online course is offered for the learners to acquire the basic skills to become data scientists. The course is provided by the online education platform Udemy as a self-paced learning program with informative videos and articles and resources that aid in grasping concepts. The course is a study about the core aspects of data science and its applications in real-life business.

The course is instructed by the educators from 365 Careers. In this course, the students gain a comprehensive understanding of the field of data science with mathematical skills, statistical skills, and the knowledge of Python, Tableau, advanced statistics, data visualization, deep learning, and machine learning.

The Data Science Course Complete Data Science Bootcamp training program provides the students with a course certificate after completing the program and full-time access to the course. The students are engaged with active learning through the concepts and principles discussed in detail throughout the course.

The highlights

  • Online course
  • Independent learning
  • Fulltime access
  • Mobile and TV access
  • Professional guidance
  • Course certificate

Program offerings

  • Video lectures
  • Articles
  • Downloadable resources
  • Mobile access
  • Tv access
  • Certificate of completion
  • Q & a support
  • Learners network

Course and certificate fees

Fees information
₹ 4,099

The students of ‘The Data Science Course Complete Data Science Bootcamp’ training can sign up for the course by paying the course fee as mentioned in the table below,

The Data Science Course Complete Data Science Bootcamp fee structure

Course fee

Rs 4099

certificate availability

Yes

certificate providing authority

Udemy

Who it is for

The Data Science Course Complete Data Science Bootcamp online certification is designed for students aspiring to become data scientists. This program aids in the development of your career as a data scientist.

Eligibility criteria

The Data Science Course Complete Data Science Bootcamp online program students are required to have the knowledge of MS Excel and should have installed Anaconda by following their instructions.

Certificate qualifying details

The students of ‘The Data Science Course Complete Data Science Bootcamp’ are given the course certificate after completing the program.

What you will learn

Data science knowledge Mathematical skill Statistical skills Knowledge of advanced statistics Knowledge of python Knowledge of deep learning Machine learning

The Data Science Course Complete Data Science Bootcamp syllabus is framed for the students to learn about,

  • The mathematical techniques behind machine learning.
  • Implement linear logical regressions in Python.
  • Building of machine learning algorithms in Python, with NumPy, Statsmodels, and Scikit-learn.
  • Using deep learning structures such as TensorFlowDevelop for coding and solving with big data.
  • Enhance the machine learning algorithms by learning underfitting, training, validation, n-fold cross-validation, testing, and the methods to upgrade the performance.
  • The pre-processing of data and coding in Python and use it for statistical analysis.
  • Perform cluster and factor analysis.
  • Unravel the potential of  Deep neural networks and apply the acquired skills and knowledge in real-life business.

The syllabus

Part 1:Introduction

  • The various data science disciplines
  • Connecting the Data Science Disciplines
  • The Benefits of each discipline
  • Popular Data Science Techniques
  • Careers in Data Science
  • Debunking Common Misconceptions

Part 2: Probability

  • Combinatorics
  • Bayesian inference
  • Distributions
  • Probability in other Fields

Part 3: Statistics

  • Descriptive Statistics
  • Practical example: Descriptive Statistics
  • Inferential Statistics fundamentals
  • Inferential Statistics: Confidence Intervals
  • Practical Example: Inferential Statistics
  • Hypothesis Testing
  • Practical Example: Hypothesis Testing

Part 4: Introduction to Python

  • Variables and Datatypes
  • Basic Python Syntax
  • Other Python Operators
  • Conditional Statements
  • Python Functions
  • Sequences
  • Iterations
  • Advanced Python Tools

Part 5: Advanced Python Tools

  • Linear Regression with StatsModels
  • Multiple Linear Regression with StatsModels
  • Linear Regression with sKlearn
  • Practical Example: Linear Regression
  • Logistic Regression
  • Cluster Analysis
  • K-Means Clustering
  • Other Types of Clustering

Part 6: Mathematics

Part 7: Deep Learning

  • Introduction to Neural Networks
  • How to build a Neural Network from Scratch with NumPy.
  • TensorFlow 2.0: Introduction
  • Digging deeper into NNS: Introducing Deep Neural Networks 
  • Overfitting
  • Initialization
  • Digging into gradient descent and learning rate schedules
  • Classifying on the MNIST Dataset
  • Business Case Example
  • Conclusion

Appendix

  • Deep learning - TensorFlow 1:
  • Classifying on the MNIST Dataset
  • Business Case

Software integration

Case Study

  • What’s Next in the course?
  • Preprocessing the Absenteeism_data
  • Applying Machine Learning to create the ‘absenteeism_module’
  • Loading the ‘absenteeism_module’
  • Analyzing the predicted Outputs in Tableau
  • Appendix - Additional Python Tools

Bonus Lecture

Admission details

The course admission for the ‘The Data Science Course Complete Data Science Bootcamp’ is done by registering online on the Udemy website.

Step 1: Go to the course page on the Udemy website using the link

https://www.udemy.com/course/the-data-science-course-complete-data-science-bootcamp/

Step 2: Click on the ‘Buy Now’ option

Step 3: Enter the relevant information and complete the registration.


Filling the form

The students applying for ‘The Data Science Course Complete Data Science Bootcamp’ online course are required to fill in their name, email address, and a password for the new Udemy account and can sign up for the course.

How it helps

The Data Science Course Complete Data Science Bootcamp certification enables the students to gain complete training in data science with the skills of mathematics, statistics, Python, machine learning, Tableau, and advanced statistics. This skill development program helps the students to get a course certificate that refers to their knowledge of data science.

FAQs

Which online education platform offers the course on ‘The Data Science Course Complete Data Science Bootcamp’?

The course is provided by Udemy.

How long will it take to complete ‘The Data Science Course Complete Data Science Bootcamp’ online program?

The course consists of 31 hours of video content, 93 articles, and other resources that can be finished at your convenience.

What are the prerequisites to join ‘The Data Science Course Complete Data Science Bootcamp’ classes?

There are no mandatory prerequisites but the students are required to know about MS Excel and should install Anaconda with the help of the provider’s instructions.

Will I get a certificate after completing ‘The Data Science Course Complete Data Science Bootcamp’ online training program?

Yes, you will receive a course certificate after completing the course.

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