Artificial Intelligence Course Syllabus: Fee Details, Duration, Placement

Artificial intelligence and Machine learning are always the town’s talk as it is a field of constant research and incorporates the power of machines and humans together.

Artificial intelligence: What Is It?

Even in places, you would not expect, artificial intelligence permeates our daily lives. The power of AI can be seen everywhere, from personal music tastes to home appliances and healthcare. But first, let’s examine the fundamentals of AI using this Investopedia definition:

Artificial intelligence subject syllabus comprises emulation of human intellect by robots that are designed to behave and think like humans. The phrase can also be used to describe any computer that demonstrates qualities of the human intellect, such as learning or problem-solving.

Artificial intelligence course subjects might include some of the given applications.

• AI-based personal assistants like Siri and Alexa
• Pandora and Netflix, which offer individualized suggestions for music and entertainment
• Chatbots
• Teleoperated vacuum cleaners
• Autonomous vehicles
• Software for facial recognition

These are only a handful of the countless Artificial intelligence course subjects. Artificial intelligence, especially highly qualified, experienced AI specialists, are in high demand. This goes without saying. According to Forbes, Bernard Marr, a business and technology advisor to governments and businesses, we now have greater access to data, which makes AI smarter, quicker, and more accurate.

He said in the piece, “As a very basic example, think of Spotify recommendations. The more music (or podcasts) you listen to on Spotify, the more adeptly the service can suggest other materials you might like. The same idea underlies Netflix and Amazon suggestions, of course. The artificial intelligence course outline from upGrad is designed to educate you thoroughly regarding all the aspects of artificial intelligence, the complete artificial intelligence subject syllabus is formed by our experts in a way which ensures you a strong foundation that will help you a lot in the future.

It is a way to enhance human life and make it better for everyone. It will help humans use their brains well and focus on the real task rather than tasks that aren’t worthwhile for human potential.

The Internet is flooded with lots of material, but it takes a lot of time and effort to get information from all available data. 

But, it gets really difficult to pick out the best content. Also, instead of searching for information from enormous data, it’s better to use the same amount of time in learning rather than just exploring around.

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A good AI course syllabus is extremely important to get ahead in the market! Artificial intelligence courses consist of all the topics and make you job-ready. The entire curriculum is designed by great minds who are right in the industry and know where artificial intelligence is going towards. It gives all the assistance in your journey to be an AI professional.

Join the Artificial Intelligence Course online from the World’s top Universities – Masters, Executive Post Graduate Programs, and Advanced Certificate Program in ML & AI to fast-track your career.

Artificial Intelligence Course Syllabus

Our AI syllabus contains several sub-sections which are mentioned below. These components from the AI syllabus can vary following different places and education institutes.

PRE PREPARATORY CONTENT

• INTRODUCTION TO PYTHON FOR DATA ANALYSIS
• PYTHON FOR DATA SCIENCE
• MATH FOR MACHINE LEARNING
• DATA VISUALISATION IN PYTHON
• DATA ANALYSIS USING SQL
• ADVANCED SQL

STATISTICS ESSENTIAL

• ANALYTICS PROBLEM SOLVING
• INVESTMENT ASSIGNMENT
• INFERENTIAL STATISTICS
• HYPOTHESIS TESTING
• EXPLORATORY DATA ANALYSIS
• GROUP PROJECT

MACHINE LEARNING – 1

• LINEAR REGRESSION
• LINEAR REGRESSION ASSIGNMENT
• LOGISTIC REGRESSION
• NAIVE BAYES
• MODEL SELECTION

MACHINE LEARNING – II

• ADVANCED REGRESSION
• SUPPORT VECTOR MACHINE (OPTIONAL)
• TREE MODELS
• MODEL SELECTION – PRACTICAL CONSIDERATIONS
• BOOSTING
• UNSUPERVISED LEARNING: CLUSTERING
• UNSUPERVISED LEARNING: PRINCIPAL COMPONENT ANALYSIS

Natural Language Processing

• LEXICAL PROCESSING
• SYNTACTIC PROCESSING
• SYNTACTIC PROCESSING-ASSIGNMENT
• SEMANTIC PROCESSING
• BUILDING CHATBOTS WITH RASA

FYI: Free nlp course!

Deep Learning

• INTRODUCTION TO NEURAL NETWORKS
• SYNTACTIC PROCESSING
• NEURAL NETWORKS – ASSIGNMENT
• CONVOLUTIONAL NEURAL NETWORKS -INDUSTRY APPLICATIONS
• RECURRENT NEURAL NETWORKS
• NEURAL NETWORKS PROJECT-GESTURE RECOGNITION

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REINFORCEMENT LEARNING

• CLASSICAL REINFORCEMENT LEARNING
• ASSIGNMENT -CLASSICAL

REINFORCEMENT LEARNING

• DEEP REINFORCEMENT LEARNING
• REINFORCEMENT LEARNING PROJECT

CAPSTONE

• DEPLOYMENT
• CAPSTONE

The Capstone Project is a two-semester process. Here, students choose a topic and study it thoroughly and help all the professional people out there, and this project helps students learn and grow in their specific domain.

Job Opportunities

The job world needs very professional and highly skilled professionals to automate the existing system and research and development. It is extremely important to change the course of humankind. The big tech companies are spending huge amounts on innovation and research. 

Artificial Intelligence jobs are surging demands all across the globe. It is going to expand as AI would be in every field and make it better for human beings to work together and grow all together. Employers need AI to manage a lot of work right from development to research to innovation to designing. So, the AI career looks promising, and it will be huge in the upcoming years. That’s why the world needs more capable people who help automate the system and build smarter systems.

There are various career options and jobs available in the domain of AI. Here are some of the major positions which one can apply for. The list is as follows:

1. Big Data Engineer
2. Business Intelligence Developer
3. Data Scientist
4. Machine Learning Engineer
5. Research Scientist
6. AI Data Analyst
7. Product Manager
8. AI Engineer
9. Robotics Scientist

Salaries for Artificial Intelligence

There are many prospects for those who can satisfy these expectations because there is a high demand for AI developers both in India and overseas. However, while looking for a career in artificial intelligence in India, the experience can be very important.

Depending on experience in this particular industry, an artificial intelligence engineer’s compensation in India varies. Some instances include:

• Starting salaries for recent graduates in artificial intelligence positions range between Rs. 6 LPA and Rs. 12 LPA on average, with top-tier employers providing significantly higher compensation.
• Companies will pay you up to Rs. 17 LPA if you have a solid background in AI and at least 2-3 years of relevant professional experience.
• The median wage range for an AI expert with 4–8 years of experience is between R 35–50 lakh per year.
• Artificial intelligence engineers with more than ten years of expertise can make more than one crore each year.
• Professional AI engineers enjoy a high level of esteem, and many AI start-ups and organisations are willing to spend a lot of money to hire them.

Applications of AI  

• Healthcare: To diagnose the disease and help doctors with operations.
• Education: To provide a personalised learning environment
• Sports: AI can improvise the abilities of the players and can make sports more fun
• Agriculture: AI can help to increase the yield and help to grow better crops
• Construction: Buildings and apartments construction would become more safe and fast
• Banking: Banking can be more secures and personalised using AI
• Marketing: Business can be more intelligent and target the right customers using AI
• E-commerce: The selling process will become easier and more efficient, plus the personalised products will be shown, which will help both the customers and sellers

Future of AI

According to the Gartner report, there has been a growth of 270% in the applications of AI from 2015 – 2019. AI domain is a great domain to enter. The job will never be laid off in the next 8-10 decades. AI seems to be a new revolution in the world. AI is a great choice if someone is planning to switch their careers or start a new one. The jobs are challenging, full of growth opportunities, and even the salary is relatively high.

Getting proper guidance right from the start saves a lot of time, and especially with the domain of AI, it’s important to get the basics right and grow step by step. The future with AI is immensely promising, and still, the current job market requires a lot of great professionals who can help companies grow and contribute to the field of AI.

Conclusion

The course is entirely designed by the industry experts and all the entire Wait no more and join the AI revolution by skilling yourself up with the help of upGrad’s PG Diploma in Machine Learning & AI. A bright future is waiting for you! Start your journey now!

If you’re interested to learn more about machine learning, check out IIIT-B & upGrad’s Executive PG Programme in Machine Learning & AI which is designed for working professionals and offers 450+ hours of rigorous training, 30+ case studies & assignments, IIIT-B Alumni status, 5+ practical hands-on capstone projects & job assistance with top firms.

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