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Artificial Intelligence Nanodegree and Specializations - Udacity Course Free Download 2019-03-28

Artificial Intelligence Nanodegree and Specializations
Udacity Course

Learn essential Artificial Intelligence concepts from AI experts, including search, optimization, planning, pattern recognition, and more.

104


Become career-ready faster

INDUSTRY SIZE & DEMAND
AI technogies will significantly grow with a compound annual growth rate (CAGR) of 56.8%.

JOB OPPORTUNITIES
The number of jobs in artificial intelligence may see a jump of 50-60%, as per NITI Aayog.

RANKED #08 CNBC
Udacity ranked as the most disruptive learning company in the world for 2 years in a row by CNBC

GLOBAL COMMUNITY
Join a global community of over 50,000 Deep Learning Engineers who have learned with Udacity


COURSE SYLLABUS
  • Constraint Satisfaction Problems
    Use constraint propagation and search to build an agent that reasons like a human would to efficiently solve any Sudoku puzzle.
  • Search, Optimization, and Planning
    Build agents that can reason to achieve their goals using search and symbolic logic—like the NASA Mars rovers.
  • Adversarial Search
    Extend classical search to adversarial domains, to build agents that make good decisions without any human intervention—such as the DeepMind AlphaGo agent.
  • Fundamentals of Probabilistic Graphical Models
    Model real-world uncertainty through probability to perform pattern recognition.

PROJECTS

PROJECT 1
  • Build a Sudoku Solver
PROJECT 2
  • Build a Forward Planning Agent
PROJECT 3
  • Build an Adversarial Game Playing Agent
PROJECT 4
  • Part of Speech Tagging
Land your dream Artificial Intelligence career

Amazing Job Prospects
India would see a 60% rise in the demand for AI and ML professionals by 2018.

Turbocharge your salary
Artificial Intelligrence Engineers earns an average salary in the range of 15-25 Lakhs In India

Top-rated jobs
According to Indeed, employers demand for AI talents has more than doubled over the past three years

What are the prerequisites for enrollment?

You must have completed a course in Deep Learning equivalent to the Deep Learning Nanodegree program prior to entering the program. You will need to be able to communicate fluently and professionally in written and spoken English. Additionally, you should have the following knowledge:
Intermediate Python programming knowledge, including:
  • Strings, numbers, and variables
  • Statements, operators, and expressions
  • Lists, tuples, and dictionaries
  • Conditions, loops
  • Generators & comprehensions
  • Procedures, objects, modules, and libraries
  • Troubleshooting and debugging
  • Research & documentation
  • Problem solving
  • Algorithms and data structures
How do I know if this program is right for me?

In this Nanodegree program, you will learn from the world’s foremost AI experts, and develop a deep understanding of algorithms being applied to real-world problems in Natural Language Processing, Computer Vision, Bioinformatics and more. If your goal is to become an AI expert, then this program is ideal, because it teaches you some of the most important algorithms in AI. You’ll benefit from a structured approach for applying these techniques to new challenges, and emerge from the program fully prepared to advance in the field.

You will need a computer running a 64-bit operating system (most modern Windows, OS X, and Linux versions will work) with at least 8GB of RAM, along with administrator account permissions sufficient to install programs including Anaconda with Python 3.5 and supporting packages. Your network should allow secure connections to remote hosts (like SSH). We will provide you with instructions to install the required software packages. Udacity does not provide any hardware.

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