Data Science Masters Course

ACADGILD

Program Description

Data Science Masters Course

ACADGILD

  • Intensive 6-Month Program
  • Collaborative Assignments with Mentors
  • Master Statistics, Machine Learning, Deep Learning, and AI
  • Learn Tools like Python, TensorFlow, Spark, R, and Tableau


DURATION

24 Weeks

EFFORT

10-15 Hrs/Week

CAREERS

Business Analyst, Data Analyst, Data Architect, Data Administrator, Data Manager, Data Scientist


The course teaches statistics for business analysis, machine learning algorithms, deep learning with TensorFlow, and programming with Python. It will help you explore, analyze, and interpret different kinds of data.


Why You Should Take This Course


Acadgild Experience


What You Will Learn in This Course

  • Programming in Python and R
    • Python & R basics
    • Conditional and loops
    • String and list objects
    • Functions & OOPs concepts
    • Exception handling
    • Database programming
      *Sessions on R are not live, but self-paced
  • Data Wrangling
    • Reading CSV, JSON, XML and HTML files using Python
    • NumPy & pandas
    • Scipy libraries
    • Loading, cleaning, transforming, merging, and reshaping data
  • Statistics and Probability
    • Descriptive statistics
    • Inferential statistics
    • Hypothesis testing
    • Statistical concepts in Python
  • Machine Learning Models with Python
    • Building models using algorithms
    • Linear and logistics regression
    • Decision trees
    • Support vector machines (SVMs)
    • Random forests
    • XGBoost
    • K nearest neighbor & hierarchical clustering
    • Principal component analysis
    • Text analytics and time series forecasting
  • Deep Learning using TensorFlow
    • Introduction to deep learning
    • Understanding neural network through TensorFlow
    • Convolution & recurrent neural networks
  • Data Visualization using Matplotlib and Tableau
    • Interactive visualizations with Matplotlib,
    • Data visualizations using Tableau
    • Tableau dashboard and storyboard
    • Tableau and R integration
      Sessions on Tableau are not live, but self-paced
  • Handling Big Data with Spark
    • Introduction to Big Data & Spark
    • RDD's in Spark, data frames & Spark SQL
    • Spark streaming, MLib & GraphX
This school offers programs in:
  • English


Last updated February 16, 2018
Duration & Price
This course is Online
Start Date
Start date
Mar. 2019
Duration
Duration
24 
Part time
Full time
Price
Price
1,299 USD
Information
Deadline
Locations
USA - USA Online
Start date : Mar. 2019
Application deadline Request Info
End date Request Info
Start date : Mar. 2019
Application deadline Request Info
End date Request Info
Dates
Mar. 2019
USA - USA Online
Application deadline Request Info
End date Request Info
Application deadline Request Info
End date Request Info
Videos

Being Future Proof is Not an Option - Acadgild

Top 10 Machine Learning Algorithms to Become a Data Scientist | Data Science Tutorial | Acadgild