Artificial Intelligence & Machine Learning

Build smarter and more intelligent systems.

Artificial Intelligence is perhaps the most popular word in general usage which has its origins in the Computer Science field. This is because of all the science fiction movies containing robots which can speak and spaceships which have automated guidance and defense systems. Due to this misappropriation by the media the word has been widely misunderstood. But anyone who takes an Artificial Intelligence course online will learn what the real meaning of Artificial Intelligence is.

This Artificial Intelligence certification will teach the learners that Artificial Intelligence is a field of computer science in which the programmer attempts to impart human-like intelligence to machines. They use techniques and algorithms which give machines the ability to engage in reasoning processes and processes of logic quite similar to what a rational human being would follow. Artificial Intelligence training will let programmers give machines the ability to understand complex relationships, interpret them meaningfully, and take actionable decisions on the basis of those calculations. Such machines, if left alone in a navigable environment, will be able to interpret the elements present in the environment and be able to take certain paths of actions based on their observations. So Artificial Intelligence lets programmers impart such powers of perception to machines. Not only will they be able to interpret the environment, but they will also be able to detect their mistakes, record them, and process them to learn how to perform better the next time they are in the same environment.

Machine learning is a branch of Artificial Intelligence which aims to teach machines to learn from their environment on their own without any outside aid or interference. The method they use is that they supply the machines with massive data sets as inputs. Then they program specific machine learning algorithms into the machines which give them the ability to analyze the massive data sets and accept them as their own past experiences. Thus a new machine can be given the memory of a used machine. They then extract patterns from these data sets and use these patterns to form new knowledge. This course is one of the Machine learning courses online which will teach a learner how to do so.

Initially the programmers have to program specific algorithms into the machines to teach them how to learn, to put it simply. But after the machines are supplied with massive data sets as inputs, they are able to draw upon these banks of past experience and draw new conclusions. So one can take this PG diploma in Machine learning and AI to gain the knowledge and skills required to perform this feat. Our AI and Machine learning course includes topics such as Data preprocessing, Data wrangling, Typecasting, Labor hours comparison, Time series modeling, Removal of non-stationarity, Text mining, Lemmatization, Rendering syntax trees, structuring sentences with chunking and chunk parsing, Context-free grammar etc.

Why go with Careerera’s Post Graduate Program in Machine Learning and AI?

Careerera’s Post Graduate Program in Machine Learning and AI is a very well-designed course intended for learners from all categories, from complete beginners to professionals with prior experience. It will give one a thorough grounding in all the core concepts and relevant topics of Artificial Intelligence and Machine Learning. The course curriculum has been especially crafted to give the learners exposure to all the important developments from the industry. Careerera’s instructors are all of world-class quality. They have all been subjected to a very rigorous screening process and have been chosen for their teaching skills and subject matter expertise.

All kinds of course study materials are made available in this Post graduate program in Machine learning and Artificial intelligence to the learners including videos, audio lectures, notes, surprise quizzes, assignments, and capstone projects. The instructors also provide 24/7 support to the learners in the form of doubt clearing sessions on video, call, email, and chat.

Why Artificial Intelligence & Machine Learning?

Learn how to transfer human roles to machines.

  • 13.3% CAGR

    during the forecast period from 2018 to 2026

  • 25% Job Growth

    estimated for Software Developer roles by 2028

  • 1.7 MILLION

    The 2020 global estimate calls for 1.7 million job postings for Software Development Roles.

  • 4,535.5 million

    Is Expected by the global task management for software market size

  • 2026

    India to become one of the top three market for Software Development.

On completing this program, you will:

Develop expertise in popular AI & ML technologies and problem-solving methodologies

Develop the ability to independently solve business problems using AI & ML

Learn to use popular AI & ML technologies like Python, Tensor flow and Keras to develop applications

Develop a verified portfolio with 12+ projects that will showcase the new skills acquired

Build expertise in AI & ML which are quickly becoming the most sought- after skills around the world

Program Highlights

This program will provide you with many great benefits.

  • Online Program

    12-month online program

    Online Lab Sessions

  • Collaborations

    Careerera has collaboration with many eminent Universities and Organisations across the Globe to exchange the knowledge.

  • Dedicated Placement Team

    Career guidance and mentorship by Careerera's faculty and industry leaders

    Resume review and interview preparation sessions

    Access to opportunities with leading companies

  • Become Job-ready

    Real-world case studies to build practical skills

    Hands -on Exposure to Ai&ml Tools &Techniques such as python, keras.

    Learn industry insights through multiple industry knowledge sessions

Program Curriculum

Program topics gradually progress from simple to advanced.

Foundations

  • Python for AI & ML

  • Applied Statistics

Machine Learning

  • Supervised learning

  • Unsupervised learning

  • Ensemble Techniques

  • Recommendation Systems

Artificial Intelligence

  • Introduction to Neural Networks and Deep Learning

  • Introduction to Sequential data

  • Introduction to Convolutional Neural Networks Convolution, Pooling

  • Introduction to GANs -Generative Networks Adversarial Networks

  • Applications of GANs

Capstone Projects

Test your skills and knowledge on practical projects.

Handwritten Digits Recognition

Human beings write digits in different ways and in different handwritings. Handwritten digits can vary a lot in shapes and sizes as they use many distinct curves and straight lines. So for machines to read and comprehend the digits that humans have written will take a lot of finetuning. The learner’s task is to develop a Handwritten Digits Recognition algorithm and create an application based on the same. It should be able to identify, comprehend, and recognize handwritten digits and produce an output for the same. It should be fast and accurate.

Lane Line Detection

In today’s world the idea of self-driving cars is no longer a mere dream. Google’s self-driving cars have clocked thousands of miles on the roads of North America and have shown that drivers are no longer necessary to drive cars. The learner’s task is to develop a Lane Line Detection algorithm which can identify, pinpoint, and detect lines in the middle of the road demarcating new lanes. They should be able to detect them at a distance of at least a 100 metres and comprehend from the markings whether the lanes are high- speed or slow.

Spoiler Blocker Extension

When a new movie or show comes out, mischievous people always try to remove the thrill and anticipation from it by posting information about it online which reveals all the important events that take place in the movie or show. These pieces of information are known as spoilers. The learner’s task is to develop a browser extension which will accept input from the user related to their favourite new movies or shows. It will then detect any mentions of them in advance and black out those mentions by overlaying other text or images on top of them.

Spam Classifier Extension

Most email users receive dozens of emails every day. A large percentage of those emails are spam in the form of advertisements, promotional material, or plain jokes. They are very distracting, clutter the inbox, and deleting them individually is too time-consuming. The learner’s task is to create a browser extension which can classify email as spam or regular non-spam email on the basis of the contents of the email alone. It should use the open source known spammers lists to identify spam emails without having to even scan the emails.

Optimal Path Specifier Map

A huge business problem today is to discover which is the shortest and least time consuming route from one location to another. There are several products available in the market which attempt to solve this problem to varying degrees of success. The learner’s task is to develop a piece of software which uses advanced artificial intelligence and machine learning algorithms to discover the optimal route between two points on a map. It should consider traffic, weather, and whether the user has travelled through that route before too. The learner has to create an application using those algorithms.

Game of Chess AI

The game of chess is extremely popular among human beings who like mentally demanding tasks. It is a game very well-suited to the application of artificial intelligence and machine learning concepts and techniques. The learner’s task is to create a chess game application which is fully equipped with sophisticated AI opponents who can predict and counter human players’ chess moves in advance. It should be able to take inputs of chess matches data sets and simulate the matches while displaying what its own AI opponents would have done from either side.

Fire Detection and Localization Using Surveillance Cameras

A huge threat in households across the world today is the threat of unexpected fires breaking out. A house fire can do massive amounts of property damage and claim the lives of any occupants within the house. The learner’s task is to use house surveillance cameras to detect and pinpoint whether a fire has broken out and the location. The fire detection application should use image classification and computer vision algorithms to perform this feat. It should have built-in reporting features to alert the residents of the house about the fire.

Website Evaluation Using Opinion Mining

A big challenge that search engines around the world face today is the presence of low-effort websites with poor content or websites that are fronts for other larger websites and only exist to host backlinks for them. It will be very helpful to have a rating or scoring system for all websites on the internet. The learner’s task is to create an application which the users can use to browse the internet and leave reviews and ratings on the different websites they encounter. There should be a ‘Website category’ option for sorting them too.

Fake Product Review Monitoring System

A common strategy that many companies around the world follow is to post fake reviews on the internet praising their products or services. Fake product reviews skew the search results in favour of the fraudulent company and mislead prospective customers about their quality and performance. The learner’s task is to create a fake product review monitoring system. It should use Artificial Intelligence and Machine Learling algorithms to track and identify fraudulent IP addresses which are posting multiple reviews from the same IP address. It should also use an opinion mining and rating system.

Automatic Attendance System

In schools a large amount of time is spent in taking the rollcall and attendance of students. Teachers can use the same time in revising important concepts from the subject study matter with the students or in checking their assignments more painstakingly. The learner’s task is to create an Automatic attendance system that automates the process of taking attendance. It should use AI and ML algorithms related to computer vision to recognize and identify the faces of the incoming students and check their names against a school database.

Why Careerera

Take help from India’s leading online educational course provider.

Users

250000+

Top Ranked Programs

10

Industry Experts

500+

India’s Best Cloud Faculty

25+

AI & ML Batch Profile

Our students include freshers and experienced professionals from across industries, functions and backgrounds.

Placement Assistance

We help you to prepare for interviews with major companies.

Access to Opportunities with Leading Companies

Workshops on Resume Review & Interview Preparation

Career Guidance and Mentorship by Careerera and Industry Leaders

Placement Highlight

  • 200+
    Participating Companies
  • $122K PA
    Average CTC
  • $250K
    Highest CTC
  • 87%
    Average Salary Hike

Hiring Partners

We Assure You Job Assitance at the End of the Program.

Application Process

Start by filling a simple online form.

Apply by filling a simple online application form

Admissions committee will review and shortlist.

Shortlisted candidates need to appear for an online aptitude test.

Screening call with Alumni/ Program Director/ Faculty

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FAQ

Get your queries and doubts cleared here.

1 : What is the PGP in Artificial Intelligence and Machine Learning course from Careerera and what makes it different from individual courses?

A : Post Graduate Program in Artificial Intelligence and Machine Learning is a carefully designed learning path that has been created by some of the leading industry experts. The structure of the course curriculum has been set up in a way that even a complete beginner to Artificial Intelligence and Machine Learning will be able to follow the course progression and understand all the course materials clearly. Our world-class instructors will ensure that you become a master of Artificial Intelligence and Machine Learning by the time you complete the course.

Q2 : Can Careerera provide the PGP in Artificial Intelligence and Machine Learning course at a location near me?

Q3 : Can I ask for a support and doubt clearing session if I want to understand the topics at a deeper level?

Q4 : Which kind of projects are assigned as part of the training?

Q5 : Does Careerera provide any kind of job assistance?

Q6 : What is the definition of Artificial Intelligence and Machine Learning? What makes it so important?

Q7 : Is Artificial Intelligence and Machine Learning expert a good Career choice?

Q8 : What are the skills required to start a job in the field of Artificial Intelligence and Machine Learning?

CERTIFICATE
OF ACHIEVEMENT

Post Graduate Program
IN

AI & ML

This Certificate is Produly Presented to

John Smith

For Successful Completion of the Post Graduate Program In
AI & ML with all the Mandatory Course Requirements
and Capstone Projects with Distinction.

11/03/2020

Date

Shashi-Bhushan

Signature

www.careerera.com

Student's Review & Feedback

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  • Swathish
  • I was looking for a course in Artificial Intelligence and Machine Learning as I wanted to enter that field of computation and find a job in it. I considered several options online. I couldn’t take a regular classroom course because I had a night shift job and I needed to sleep in the day. Out of all the options, Careerera’s PGP in Artificial Intelligence and Machine Learning course seemed to be the most attractive one. The website presentation was really good and so were the sample video lectures. When I took the course my high expectations were met completely and fully. The course study materials were very high quality and so were the instructors. The videos, lectures, notes, assignments, surprise quizzes, and capstone projects were all very well designed. I learned a lot from the course and have benefited immensely as my skills in artificial intelligence and machine learning have developed a lot.

  • Gaurav Sharma
  • Initially I was very skeptical about Careerera’s PGP in Artificial Intelligence and Machine Learning course because I had never taken an online course before and did not have any experience with online courses. So I was thinking that the course study materials would be of a poor quality and that I would have a lot of difficulty in following the instructors. I was also thinking that I would have difficulty in completing the assignments and capstone projects too. Instead, my experience was completely different. The course study materials were of a very high quality. All the videos, lectures, notes, assignments, surprise quizzes, and capstone projects were very well designed and helped me keep my working knowledge fresh and crisp. The instructors were very experienced from their years in the industry and they were also very knowledgeable, helpful, and polite. They led us through the course step by step with great patience.

  • vaishali
  • Careerera’s PGP in Artificial Intelligence and Machine Learning course was an absolute blessing for me. I had been looking for a course in AI and ML for a long time but I had not been able to find a course which was of a sufficiently high standard. All the options online looked like cheap imitations of the real standards with a poor quality overall. But Careerera’s PGP in AI and ML course had a great presentation on the website and really nice sample videos. I chose it because of these reasons. Having completed the course now, I can safely say that my choice was the right one. I found everything about the course to be of a high standard and very satisfactory. The course study materials including the videos, lectures, notes, assignments, surprise quizzes, and capstone projects were all of a very high quality and extremely helpful in staying up to date with the course. They also helped a lot with revision.

  • Pooja kulkarni
  • Careerera’s PGP in Artificial Intelligence and Machine Learning has some of the best course study materials that I have ever seen in any online course. The videos, lectures, notes, assignments, surprise quizzes, and capstone projects were all of an excellent quality. They were a great aid for me to learn the topics and concepts taught in the course by the instructors. I used to study from the video lectures in the day and study from the notes and solve all the assignments throughout the day. This way I kept my working knowledge fresh and sharp. The instructors were excellent too and helped me immensely in learning all the topics and concepts of the course properly. I could follow along with the coursepath they went through very easily and was able to learn all the topics and concepts of the course very easily. It was immediately apparent that they had a lot of deep knowledge and experience related to the subject matter of the course. I would like to extend my gratitude to Careerera for providing such a well- designed course on their website.

  • Mark Stapay 
  • I am extremely glad that I decided to enroll in Careerera’s PGP in Artificial Intelligence and Machine Learning course. What was there to not love about the course? Nothing was lacking or found wanting in the course. The course study materials were par excellence. All the videos, lectures, notes, assignments, surprise quizzes and capstone projects were very well made and full of very helpful insights about the concepts and topics of the course. I was able to cover the subject matter of the course very efficiently with the aid of the course study materials. The instructors of the course were also very helpful. They taught us all the topics and concepts of the course very effectively. I especially liked how the topics of Numpy for statistical analysis and Seaborn for Data visualization were covered. The instructors taught the course by progressing gradually from simple and easy to advanced topics. They did not make the course feel overwhelming at any stage of the coursepath and instead made all the learners felt very enthusiastic and relaxed in the matter of going through the course.

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