AI Programming with Python

BY
Udacity

Apply AI solutions in your present role and build your own AI applications by learning foundational AI programming.

Lavel

Beginner

Mode

Online

Duration

3 Months

Fees

₹ 20500

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based
Learning efforts 10 Hours Per Week

Course overview

Artificial Intelligence (AI) is the medium, through which, algorithms are built to make computers think and act like us, the humans. Vast data is generated by us daily, which has led to even more aggressive data management and data analysis. AI makes use of this analysed data to enable the computers to make complex decisions based on the data. AI has boosted the technological advancements, and developers are deeply involved in making the machines more humanlike. 

Today, we witness the use of AI in many everyday scenarios involving financial services, retail purchases, fraud detection and customer support as well as interaction. AI has far more potential to grow as the future of complex decision making. For businesses, AI has proved to a boon by managing global supply chains, deriving marketing decisions, conducting predictive analysis, optimising operations and improving customer service. AI has assisted companies, irrelevant of their size and scale, to design, produce and deliver their products and services more efficiently than ever. This has led to rising in demand of AI practitioners.

Through the AI Programming with Python online course, Udacity aims to impart skills and knowledge on AI programming tools to prepare a cadre of AI-skilled personnel to meet the demand of their potential employers. This programme will cover 5 courses and 2 real-world projects, which is estimated to be of 3-month duration by working for 10 hours/week. Participants will be provided with mentor support, personalised feedback on projects and career guidance during the course of the programme.

The highlights

  • 5 courses and 2 real-world projects
  • 3-month duration 
  • 10 hours/week working
  • Certification from Udacity 
  • Support of 1000+ mentors having 4.7/5 rating
  • Project reviews through Udacity reviewers network
  • Feedback on projects by 1600+ project reviewers

Program offerings

  • Technical mentor support
  • Project reviews
  • Real world projects
  • Project feedback.

Course and certificate fees

Fees information
₹ 20,500

The fee for AI Programming with Python is summarized as follows:

ParticularsAmount in INR
Annual Fee

₹20,500

Monthly fee - pay as you go

₹9,225/month

certificate availability

Yes

certificate providing authority

Udacity

Eligibility criteria

Work Experience

The AI Programming with Python nanodegree programme eligibility does not have any prerequisite with regard to work experience of the applicant or any specific background.

Education

  • It is expected that the participants of the AI Programming with Python programme possess basic algebra and knowledge of any programming language. 
  • The participants should be able to use the computer system to navigate the internet, manage files and run programmes. 
  • The participants need to have good command over written and spoken English to communicate professionally.

Certification Qualifying Details

The AI Programming with Python is a nanodegree programme offered by Udacity. The programme consists of the curriculum to support 2 real-world projects. Participants will be required to pass in both the projects by submitting their projects for reviewing by the Udacity reviewers network. The project reviewers will provide personalised feedback for the projects. In case of a project not being passed by the reviewers, the participant will have to resubmit the project by incorporating pointers, tips and guidance received via feedback.

All the participants who have successfully passed in both of the projects will be eligible for certification/credential of completion, issued by Udacity. Under no circumstances will Udacity provide certification to the participant who has not passed in each of the 2 projects.

What you will learn

Knowledge of python

After successfully completing the AI Programming with Python Nanodegree programme, participants will be able to:

  • Start coding with Python using building blocks like data types and operators
  • Solve complex problems by drawing upon libraries and automation scripts
  • Use list comprehensions to construct lists in a natural way
  • Encapsulate series of commands by writing functions
  • Run scripts locally on the computer, read and write files and handle errors
  • Normalise and separate arrays using NumPy
  • Load and process data for machine learning problems using Pandas
  • Build deep learning models use PyTorch for building 

The syllabus

Introduction to Python

  • Why Python Programming
  • Control Flow
  • Scripting
  • Data Types and Operators
  • Classes
  • Functions

Anaconda, Jupyter Notebook, NumPy, Pandas, and Matplotlib

  • Jupyter Notebooks
  • Anaconda
  • Matplotlib Basics
  • Pandas Basics
  • NumPy Basics

Linear Algebra Essentials

  • Introduction
  • Linear Combination
  • Vectors
  • Linear Algebra in Neural Networks
  • Labs
  • Linear Transformation and Matrices

Calculus Essentials

  • Introduction
  • Chain Rule and Dot Product
  • Limits
  • Derivatives Through Geometry
  • Calculus in Neural Networks
  • More on Derivatives

Neural Networks

  • Introduction to Neural Networks
  • Deep Learning with PyTorch
  • Training Neural Networks

Admission details

Applicants can follow the instructions below enrol in the AI Programming with Python nanodegree programme course.

Step 1: GO to the programme URL

Step 2: The candidate needs to then click on the ‘Enrol Now’ Tab. 

Step 3: Choose between Pay Upfront and Pay as you go. 

Step 4: After choosing the plan, those candidates who are regular visitors of Udacity will have the ‘Returning Student’ tab while those candidates who are new users will see ‘Quick Checkout’ as a tab. 

Step 5: If you opt for Quick Checkout, sign up via Facebook ID or Google ID. 

Step 6: The user will be directed to a page wherein detailed information of fees namely, base price, bundle discount and the total amount that will be charged is mentioned 

Step 7: If you have a coupon code, then enter the coupon code and make the payment. If you do not have a coupon code then click on continue with checkout. 

Step 8: The user will be directed to the payment gateway page. The payment can be made using a debit card, credit card, net banking and other modes.

Step 9: Once the payment is done, the payment receipt will be received and the user can easily access the programme. 

Scholarship Details

Candidates enrolling on this programme can apply for scholarships as well. For this, they need to go to the course page. Firstly, the candidate needs to be eligible for this programme. Hence, candidates need to sign up first. After signing up, the candidate needs to submit the information under the ‘Notify Me’ section. Once these details are submitted, the candidate will receive notifications regarding upcoming scholarships that are published on the website.

How it helps

Artificial Intelligence (AI), has been around for more than half a century now. There has been exponential growth in its development and utilisation. AI assists in the reduction of human errors up to a great extent, thereby ensuring increased precision, accuracy and pace. AI has placed technology at a new height and is considered as the future of complex decision making. The role of AI programmers has, thus, assumed great significance. However, it is extremely important for AI developers and programmers to determine the use of the best AI programming language to work on their AI projects and create related AI infrastructure.

Python, being an ‘integrated language’, can be used by the developers to directly run a programme. Programming AI using Python is highly preferable because of the simple syntax and lesser coding involved in Python, as compared to other programming languages. One of the major advantages of using Python for AI programming is the availability of in-built libraries in Python. Being an open-source programming language, Python is widely used by developers in AI Programming for prototyping AI algorithms and effectively deal with its complexities.

The AI Programming with Python nanodegree programme benefits offered by Udacity will enhance the calibre of participants by imparting them foundational AI programming skills to enable them to start building their own AI applications. The participants will gain useful insights on AI tools and essential math skills to assist them in applying AI solutions in their current roles as well as lay the groundwork for advancing in their careers. 

Major benefits of the programme include (a) Real-world projects to showcase mastery in skills, (b) constructive feedback from reviewers, (c) technical support by mentors to address queries and (d) personalised career guidance as well as job identification.

Instructors

Ms Ortal Arel

Ms Ortal Arel
Professor
Freelancer

Ph.D

Mr Luis Serrano
Instructor
Freelancer

Ph.D

Ms Jennifer Staab
Professor
Freelancer

Other Masters, Ph.D

Mr Juan Delgado
Content Developer
Udacity

Other Masters, Ph.D

Mr Grant Sanderson
Instructor
Freelancer

Mr Mat Leonard
Instructor
Freelancer

Ph.D

Ms Mike Yi

Ms Mike Yi
Content Developer
Freelancer

Ph.D

Ms Juno Lee

Ms Juno Lee
Curriculum Lead
Udacity

Mr Andrew Paster

Mr Andrew Paster
Instructor
Udacity

FAQs

If I am planning to join this programme, how much time will it take to complete the course?

The programme content and curriculum will support 2 real-world projects and the participants must complete the programme within 3-months by working for 10 hours per week.

Will there be any eligibility criteria or prerequisite to join AI Programming with Python course?

It is expected that the applicants have basic programming and algebraic knowledge. applicants are also expected to communicate fluently in spoken as well as written English.

While I am enrolling for this programme, are there any criteria pertaining to admission?

The AI Programming with Python nanodegree programme accepts all applicants, irrespective of their professional background and previous work experience.

Will this programme help me get a specific category of jobs?

This programme serves as an introductory course and is not designed to prepare a participant for any specific job. By undertaking the course, you will be proficient in AI skills and will be able to apply AI solutions in your present role.

If I need to get the certification of completion, then what do I need to do?

Upon successfully passing in each of the 2 projects involved in the programme, participants will receive Udacity certification/credential of completion after necessary verification. No certification will be issued unless the participants pass in both the projects.

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