Магистерская программа по Data Science

• 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

AcadGild is a technology education startup, founded by IT Industry professionals from IIT/IIM. We aim to create an ecosystem for skill development, where people can learn from mentors and from each other.

Our Belief

We believe that software development requires highly specialized skills, best learned with guidance from experienced practitioners. Online videos or classroom formats are poor substitutes for building real projects with the help of a dedicated mentor.

Our Vision

To teach hands-on, job-ready software programming skills, globally, in small batches of 3 to 5 students using Industry experts.

Our Mission

Our mission is to bring accessible, affordable, engaging, and highly effective quality education to the world. We believe that higher education is a basic human right, and we seek to empower our students to advance their education and careers.

How it Works

• 24x7 TECHNICAL SUPPORT
• CONTINUOUS MENTORING AND GUIDANCE

GET ENROLLED

Enrolling in the course of your choice is really easy. Just enter your basic details, pick a payment plan, make a payment, and you're all set to start.

START YOUR SESSIONS

Each course has a fixed number of hours and a pre-set number of mentor meetings each week.

BEGIN WORK ON YOUR PROJECTS

At this point, you plunge into the practical aspects of what you are learning and get hands-on experience through working on projects.

GET A BONUS WEEK OF JOB PREPARATION

You now have the skills, but you need to convince prospective employers that you are the perfect candidate.

RECEIVE WELL DESERVED ACCOLADES

This is when you see the fruits of your labor. You've done a lot of hard work to complete the course and you even have a project portfolio to show off.