Digital Data Science

Next Session Starts on March 17th, 2021

Enroll Now! Limited Space!

54

Days

10

Hours

03

Minutes

37

Seconds

Course Summary

10 week, instructor-led the program with practical use cases. This program will prepare you to become a Digital Data Scientist.
If you are looking to start a new career as a Data Scientist or want to add Data Science skills to your current profile then this program is for you. Learn step by step. No prior programming experience required.

Course Curriculum

Getting Started
3 Lessons
- Data analytics: true value vs buzz words
  Start
- Setting up Lab Environment
  Start
- Practice the basics of programming for data analytics
  Start
Discovering Insights in Structured Data
4 Lessons
- Read, manipulate and transform structured data
  Start
- Data types. Descriptive statistics
  Start
- Data visualization
  Start
- Customer Churn Analysis
  Start
Predictive modeling introduction
4 Lessons
- What is predictive modeling
  Start
- Linear regression
  Start
- Logistic regression
  Start
- Use Case: Predicting customer churn
  Start
Discovering relationships in data
3 Lessons
- What is unsupervised learning
  Start
- Association rules mining
  Start
- Cluster analysis
  Start
Predicting categorical outcomes
4 Lessons
- Overview of classification algorithms and their applicability
  Start
- KNN classifier
  Start
- Decision Trees
  Start
- Use Case: Email campaign outcome prediction
  Start
Forecasting
4 Lessons
- Time series features
  Start
- ARIMA algorithm
  Start
- Advanced methods for time series analysis - overview
  Start
- Use Case: Lead generation forecasting
  Start
Analyzing documents and social media posts
4 Lessons
- Introduction to text mining and NLP
  Start
- Text pre-processing and modeling
  Start
- Use Case: Amazon customer reviews analysis
  Start
- Use Case: Customer sentiment analysis
  Start
Predicting web clicks
3 Lessons
- Introduction to event mining
  Start
- Probabilistic networks models for clickstreams
  Start
- Use Case: Google analytics conversion prediction
  Start
Build Recommendation Systems like Amazon, Dell etc.
3 Lessons
- Association rule based recommenders
  Start
- Collaborative filtering recommenders
  Start
- Use Case: Amazon product recommendations
  Start
Capstone Project
1 Lesson
- Practice solving real-world problems with predictive modeling
  Start

Course Pricing

After Jan 15th
$3997 USD

Price after Feb 15th
Buy Now

Early Bird!
$2997 USD

Regular price will become effective after Feb 15th.
Enroll Now!

© 2024 Optizent Academy - Digital Analytics Academy