All about Artificial Intelligence

INR 9,999 /- only!

All About Artificial Intelligence

Artificial intelligence has captured the attention of businesses, scientists, and engineers worldwide. Across industries, almost all leaders are seeking ways to create value through machine learning and related technologies.


This program is designed by BirthVenue for students and professionals looking to pick up skills around the fundamental concepts of reinforcement learning, graphical models, natural language processing, and a foundation of statistics. This program demands decent work and time commitment over the entire duration and you may choose to go for a more advanced course with us after completing this.

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FAQs

How do I know if this program is suitable for me?

If you are in the following professions or aim to take up a career in these fields below, then this course is perfect for you!

Software Developers: If you have worked on creating and deploying software/apps for some time and you are comfortable with object-oriented programming in C/C++/Java/Python or a similar language.

Statisticians: If you have received formal education in statistics or mathematics or have at least 1 year of experience in the same.

Data Engineers/Big Data Engineers: If you have the basic knowledge or at least 1 year of experience in creating data pipelines/handling data warehouses and are familiar with various frameworks and tools like Hadoop and Spark.

Data Scientists/Data Analysts: If you are comfortable with data wrangling, have implemented statistical or machine learning models in the past, and have some basic experience with R/Python/Scala.

Software Developers: The program will help you create a strong foundation of Statistics, Machine Learning, and Business Understanding. It will leverage your existing knowledge of programming and expand the technologies you are familiar with so that you can become a well-rounded Machine Learning professional.

Data Scientists/Data Analysts: The program will familiarise you with the advancements in ML and AI. It will also help you understand the mathematics behind algorithms and how you can modify them to suit your needs so that you can transition to a Senior Data Science or Machine Learning role.

Statistician/Mathematician: Apart from familiarising you with the advancements in ML and AI, the program will help you understand how to define a structured approach to solve a business problem, and equip you with the right tools so that you can transition to a Machine Learning or Data Science role.

Data Engineers/Big Data Engineers: The program will set up a solid foundation of Statistics, Machine Learning, and AI along with problem-solving skills so that you can solve enterprise-level problems. It will build upon your existing knowledge of various tools to make you a Full-Stack Machine Learning or Data Science professional.

This program is designed by BirthVenue for students and professionals looking to pick up skills around the fundamental concepts of reinforcement learning, graphical models, natural language processing, and a foundation of statistics. This program demands decent work and time commitment over the entire duration and you may choose to go for a more advanced course with us after completing this.

It is an optional thing. So yes, if you want to go for hands on training, you can certainly choose it when signing up. From a technological standpoint, you will develop a strong grasp of core AI as a platform, understand what it is and how it works, learn key vocabulary and concepts commonly used when discussing Artificial Intelligence, and understand why companies are motivated to create usecases with it.

The primary difference will be in terms of the mode of delivery and the extent of personalisation. Since the offline course involves a trainer that would teach in a classroom model, hence you can actually ask questions in detail on a one-to-one basis to the trainer. While the online course will offer you the flexibility to learn at the convenience of your home whenever you want.

Once you have started your course (be it online or offline), we will add you to our learning communities and groups that have the best trainers and students already. These groups will stay active for the entire duration that you wish to learn and discuss. Hence, you can continue to pose new ideas, thoughts and queries to the same groups long after you have done your course!

Absolutely! Our main objective is to up-skill and prepare you for your dream career in any of the latest deep technologies viz. Blockchain, AI or IOT. For assisting you in placement, we have tied up with Hiration to offer their services to you for free once you complete the course! You will get full access to their custom resume builder as well as personalised help on your CV, depending on the job that you are applying to.

Syllabus

Dive into the modern techniques of Artificial Intelligence.

Module 1: Introduction to AI

Here, you will learn what AI is. You will understand its applications and use cases and how it is transforming our lives. You will also understand how AI learns, and what some of its real life business applications are.

Module 2: Search Level 1

Search plays a key role in many parts of AI. These algorithms provide the conceptual backbone of almost every approach to the systematic exploration of alternatives.

Module 3: Search Level 2

So far, we have looked at three any-path algorithms, depth-first and breadth-first, which are uninformed, and best-first, which is heuristically guided.

Here, we will look at the first algorithm that searches for optimal paths, as defined by a "path length" measure. This uniform cost algorithm is uninformed about the goal, that is, it does not use any heuristic guidance.

Module 4: Search Level 3

Here, We will start looking at uniform-cost search, where the extension is straightforward and then tackle A*, where it is not.

Module 5: Constraint Specific Problems

In this module, we'll take a look at the class of problems called Constraint Satisfaction Problems (CSPs). CSPs arise in many application areas: they can be used to formulate scheduling tasks, robot planning tasks, puzzles, molecular structures, sensory interpretation tasks, etc.

Module 6: Constraint Specific Game Design

In this module, we will look at some of the basic approaches for building programs that play two-person games such as tic-tac-toe, checkers and chess.

Module 7: Introduction to Learning & its Methods

Here, we will have talk about building systems that have knowledge represented in them explicitly.

Module 8: Machine Learning & Algorithms

Here, we're going to look at algorithms for learning decision trees.

Module 9: Advanced Machine Learning & Algorithms

So far, we've only talked about binary features. But real problems are typically characterized by much more complex features.

Tests and Evaluations

In this module, we will be testing and evaluating the students based on their learning of all the concepts of the course.

Reviews

Check out what your peers and colleagues are saying about our course.

4.5

5 STARS
60%
4 STARS
30%
3 STARS
10%
2 STARS
0%
1 STARS
0%
DJ Sanghvi College of Engineering
January, 2020

BirthVenue is one of those few companies that goes beyond talking and puts in real efforts towards training and up-skilling students as well as young professionals alike. Their concepts are strong, trainers are solid and their track record is wonderful too. We were extremely happy with their course delivery on campus as well as their online course content for the topic of Artificial Intelligence.