Live Online Style Video +Live Instructor + Official Course-Book + Hands-on Labs

Introduction to Data Science

Includes:

  1. Power Packed 16 Hours (Edited from 24 hours of Live Training)
  2. 6 months access to videos.
  3. Access via Laptop, Tab, Mobile, and Smart TV.
  4. Certificate of Completion.
  5. Official Course-Book
  6. 270+ Tests Questions (Qubits42)
You can also purchase an annual plan for USD 999. For one year, all Flexi Videos will be free for you. Buy Annual Plan

You will get access to Flexi Video within 30 minutes.

Flexi Video

USD 199

Official Course-Book Instructor Hand-outs

USD 0

Hands-On-Labs

NA

Total

USD 199

100% Refund for Flexi Video (Course-Book is non-refundable) if user is not satisfied with the Video and seeks refund within 30 days of purchase.

Download Course Contents
Module 1: Foundation for Data Science
  • Introduction to Data Science
  • Analytics Landscape
  • Life Cycle of a Data Science Projects
  • Data Science Tools & Technologies
  • Measures of Central Tendency
  • Measures of Dispersion
  • Descriptive Statistics
  • Probability Basics
  • Marginal Probability
  • Bayes Theorem
  • Probability Distributions
  • Hypothesis Testing
  • Install Anacond
  • Data Types & Variables
  • String & Regular Expressions
  • Python list
  • Python dictionaries
  • Python set
  • Python tuple
  • Comprehensions
  • For Loop
  • While Loop
  • Break Statement
  • Next Statements
  • Repeat Statement
  • if, if…else Statements
  • Switch Statement
  • Writing your own functions (UDF)
  • Calling Python Functions
  • Functions with Arguments
  • Calling Python Functions by passing Arguments
  • Lambda Functions
  • Classes & Objects
  • Reading files with Python
  • Writing files from Python
  • Reading files using Pandas library
  • Saving Data using Pandas library
  • Clean & Prepare Datasets
  • Manipulate DataFrame
  • Summarize Data
  • Churn Insights from Data
  • Charts using Matplotlib
  • Charts using Seaborn
  • Charts using ggplot
  • ANOVA
  • Linear Regression (OLS)
  • Case Study: Linear Regression
  • Principal Component Analysis
  • Factor Analysis
  • Case Study: PCA/FA
  • Logistic Regression (MLE)
  • Case Study: Logistic Regression
  • K-Nearest Neighbor Algorithm
  • Case Study: K-Nearest Neighbor Algorithm
  • Decision Tree
  • Case Study: Decision Tree
  • Understand Time Series Data
  • Visualizing TIme Series Components
  • Exponential Smoothing
  • Holt's Model
  • Holt-Winter's Model
  • ARIMA
  • Case Study: Time Series Modeling on Stock Price
  • What is Machine Learning?
  • Supervised Learning
  • Unsupervised Learning
  • Using Scikit-learn
  • Scikit-learn classes
  • Case Study: Machine Learning Algorithm
Madhushruti Sharma

Certifications

Skills

 
Microsoft:55284A: Introduction to PythonMicrosoft:55285A: Advanced Python
Open Source:Advanced Python ProgrammingPython Institute:Certified Associate in Python Programming (PCAP)
Python Institute:Certified Entry-Level Python Programmer (PCEP)Open Source:Computer Vision Course with OpenCV
Open Source:Django ( High Level Web framework )Open Source:Introduction to Data Science
Open Source:Mastering PythonOracle:Oracle Machine Learning for Python on Oracle Cloud
Python Institute:PCPP1 – Certified Professional in Python Programming 1Python Institute:PCPP2 – Certified Professional in Python Programming 2
Open Source:PythonOpen Source:Python for Data Analytics and Machine Learning
Open Source:Python for Machine Learning

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You will be provided access to LET ( Learning Enhancement Tool), where you will get the links to access all your purchases.
Flexi video for the new version will be provided free of cost.
6 months from the date of delivery.
Yes, contact us for corporate packages.
Yes, Course-Book and Lab are not included in the annual plan. All Flexi videos are included.
It is only for one user.
Videos can only be streamed and not downloaded.
We do not track the pass rate of Flexi students. However, we trust it will be lower than for Live Online.
Presently, Flexi is only available in English.
It’s a unique subscription plan where customers can avail unlimited Flexi courses within a year.
The subscription plan is valid for 1 year from the date of purchase.
No, this is limited to one user and its non-transferable.

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