Artificial Intelligence Course In Pune

Artificial Intelligence Course In Pune

Get professional Artificial Intelligence training in Pune from industry experts

Artificial Intelligence is one of the trending technologies in recent years. Nowadays, every company is automating tasks to reduce manual work, which makes AI popular.

Almost every organization needs employees who have AI knowledge. As per Indian Times statistics, In 2024, 94% of Indian companies are preparing to train their employees with new skills. 

So if you want to stay up-to-date with trending technologies and want to start a career in a trending field that is never ending then the Artificial Intelligence course in Pune is for you.

The Technogeeks AI and ML course in Pune includes Machine Learning Algorithms, Python Programming, NLP, NLTK, Deep learning, mathematics and statistics. Also, we explore AI tools that are important as per current market demand, such as deep learning with TensorFlow and Keras.

The Technogeeks AI Course syllabus was designed by working professionals so candidates can gain knowledge as per current market demand. 

Trainers are working professionals who have atleast 5+ years of experience in the field. You can join the Technogeeks Online/Classroom Artificial Intelligence Course in Pune.

Artificial Intelligence Course Syllabus

Best Blended Syllabus for Artificial Intelligence Course in Pune with Placement Oriented Training Institute

  • Definition and History of Artificial Intelligence

  • Types of Artificial Intelligence (Narrow vs. General AI)

  • Applications of AI in Various Industries

  • Introduction to Machine Learning
  • Need for Machine Learning in Forecasting
  • Demand of forecasting analytics in current industrial trends
  • Scope of ML
  • Introduction to Machine Learning Algorithm Categories
  • Supervised and Unsupervised Learning
  • Introduction to Regression
  • Exercise on Linear Regression using Scikit Learn Library
  • Project on Linear regression using USA_HOUSING data
  • Evaluation of Linear regression using python visualizations
  • Practice project for Linear regression using advertisement data set to predict appropriate advertisements for users.
  • Exercise on K-Nearest neighbors using Sci-kit Learn Library
  • Project on Logistic regression using Dogs and horses’ dataset
  • Getting the correct number of clusters
  • Evaluation of model using confusion matrix and classification report
  • Standard scaling problem
  • Practice project on KNN algorithm.
  • Intuition behind Decision trees
  • Implementation of decision tree using a real time dataset
  • Ensemble learning
  • Decision tree and random forest for regression
  • Decision tree and random forest for classification
  • Evaluation of the decision tree and random forest using different methods
  • Practice project on decision tree and random forest using social network
  • Data to predict if someone will purchase an item or not
  • Linearly separable data
  • Non-linearly separable data
  • SVM project with telecom dataset to predict the users portability
  • Introduction to PCA
  • Need for PCA
  • Implementation to select a model on breast-cancer dataset
  • Model evaluation
  • Bias variance trade-off
  • Accuracy paradox
  • CAP curve and analysis
  • K-means clustering intuition
  • Implementation of K-means with Python using mall customers data to implement clusters on the basis of spending and income
  • Hierarchical clustering intuition
  • Implementation of Hierarchical clustering with python
  • A priori theory and explanation
  • Market basket analysis
  • Implementation of Apriori
  • Evaluation of association learning

POC – To make a model to predict the relationship between frequently bought products together on the given dataset from a supermarket.

  • Introduction to Natural Language processing
  • NLTK Python library
  • Data stemming technique
  • Data Vectorization
  • Exercise on NLTK
  • POC– Apply NLP techniques to understand reviews given by customers in a dataset and predict if a review is good/bad without human intervention.
  • Neural Network and Deep Learning
  • What is TensorFlow?
  • TensorFlow Installation
  • TensorFlow basics
  • TensorFlow with Contrib Learn
  • TensorFlow Exercise
  • What is Keras?
  • Keras Basics
  • Pipeline implementation using Keras
  • MNIST implementation with Keras
  • Need of Mathematics for Artificial Intelligence
  • Exploratory data analysis (EDA)
  • Numeric Variables
  • Qualitative and Quantitative Analysis
  • Types of Data Formats
  • Measuring the Central Tendency – The Model
  • Measuring Spread – Variance and Standard Deviation
  • Euclidean Distance
  • Confidence Coefficient
  • Understanding Parametric Tests
  • Linear Algebra
  • Calculus
  • Probability and Statistics

About Artificial Intelligence Course In Pune​​​

Technogeeks is the best place to learn an Artificial Intelligence course in Pune. The course starts from scratch, so everyone gets a clear understanding of concepts.  

Our AI and ML course in Pune provides students with one of the best hands-on experiences with essential tools and technologies to become experts in Artificial Intelligence. 

With hands-on projects based on Python and its libraries, Machine Learning, Artificial Intelligence, Deep Learning, and Natural Language Processing through live interaction with the instructor, learners will have a great opportunity to become data science professionals.

At Technogeeks, there are no eligibility criteria for the Artificial Intelligence Course. Anyone who is interested in learning artificial intelligence can enroll in a Technogeeks Artificial Intelligence Course in Pune. 

  • Having basic knowledge of Mathematics would be beneficial.
  • Basic Understanding of Coding, such as Java, Python, etc.
  • Basic concepts of Artificial Intelligence
  • Machine learning algorithms
  • Neural networks
  • Natural language processing (NLP) With NLTK
  • Programming skills in Python
  • Data manipulation techniques
  • Model evaluation methods
  • Deployment techniques for AI models
  • Mathematics and Statistics for AI
  • Deep Learning with TensorFlow and Keras

Technogeeks software training institute provides multiple software courses in Pune location and Artificial Intelligence course is one of them. We are providing online/offline courses, Handson project, well experienced trainers, and career guidance with placement assistance. 

Artificial Intelligence course duration is 1.5 – 2 months at nominal charges in Technogeeks. You can pay the two installments, which is inclusive of enrollment fee of 5000 rupees and GST.

The course duration of Technogeeks Artificial Intelligence Course in Pune is 1.5 Months. 

Artificial Intelligence Course Benefits​

Benefits of Artificial Intelligence Course In Pune

  • Pay only after attending one FREE TRIAL OF RECORDED LESSON.
  • No prerequisite.
  • Course designed for non-IT & IT professionals.
  • Classroom & Online Training – Can switch from online training to classroom training.
  • 100% placement calls guaranteed till you get placed.
  • Working professional as instructor.
  • Hands-on Experience with Real-Time Projects.
  • Proof of concept (POC) to demonstrate or self-evaluate the concept or theory taught by the instructor. 
  • Hands-on Experience with Real-Time Projects.
  • Resume Building & Mock Interviews.
  • Evaluation after each Topic completion.
  • Interview Preparation Support.

Instructor-led Artificial Intelligence Live Online/Classroom Training

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Artificial Intelligence Certification From Technogeeks

Artificial Intelligence Course Completion Certificate From Technogeeks Will Help You With

  • Career Opportunities in AI
  • Improving Reputation as skilled professional
  • Proof of Learning
  • Establishing Professional Credibility

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FAQ’s Artificial Intelligence Course In Pune​

After completing 12th, you can start learning AI by enrolling in Bachelor’s degrees like Computer Science (CS), Information Technology (IT), Mathematics or Engineering.  A Bachelor’s degree is important for getting a job in AI. 

Yes, you can learn AI without college by enrolling in a professional AI training institute like Technogeeks. Having a college degree in fields like CS, IT, or engineering can offer a well-organized and thorough learning experience.

As per Glassdoor Report, AI Engineer salary in India is ₹23,27,883 per year. 

Note: Salary depends on skills, experience, location and company. 

Yes, learning AI in just 3 months is possible, but it depends on continuous learning and hands-on experience on projects. 

Yes, obviously, AI requires coding, and most importantly, languages like Python, Java, etc. Understanding programming concepts is important for developing AI algorithms, implementing machine learning models, and working with AI frameworks and libraries.

As we all know, AI technology is currently one of the most trending and latest technologies. The most recent example that proves AI is a booming technology in the future is AI chatbots. ChatGPT and Gemini are the best examples of AI chatbots.  

Big brands like Amazon, Flipkart, Zomato, and Swiggy are all using AI more and more in their businesses.

Yes, knowledge of Python programming is very important for learning AI. Also, Python is one of the fastest-growing languages worldwide. Python is mainly used for developing AI algorithms, implementing machine learning models, and working with various AI libraries and frameworks such as TensorFlow, PyTorch, and scikit-learn. 

Yes, Artificial Intelligence (AI) offers multiple career options due to its increasing demand across various industries for automation, data analysis, finance, healthcare and transportation. They want people who know machine learning and data analysis to help them do better and create new automation things.

Yes, NON-IT people can learn AI if they want to start a career in AI. With daily practice, extra efforts and proper training you can start a career in AI. 

Nowadays, what matters most are your skills, not your educational background. So, if you’re skilled, you can make your dreams come true, no matter what your education background is. 

Machine learning, Deep Learning and NLP is the most in demand field in AI. Machine learning Engineers mainly focus on handling big sets of data, make algorithms, and add AI to software applications.

NLP engineers main tasks are to create chatbots, virtual assistants, and systems that analyze human feelings or translate languages. 

Best NLP examples are – Siri, Alexa, or Google Assistant

There are many countries who use AI Technology, but some countries are really good at AI research and development – the United States and China.

There are many States which is best for AI in India such as – 

  • Karnataka (with Bangalore)
  • Maharashtra (with Mumbai and Pune)
  • Telangana (with Hyderabad) 

These states are leading in AI development in India in 2024, with booming technology , research centers, and AI startups.

Artificial Intelligence (AI) is like giving machines knowledge in the form of data and algorithms to process, learn, and do things that humans usually do. It uses different technologies to help machines understand information like Machine Learning, Deep Learning, NLP (Natural Language Processing) and more.

Techniques used in AI are – 

  • Machine Learning
  • Deep Learning
  • NLP (Natural Language Processing)
  • Data Clustering
  • Advanced Python libraries such as decision tree, Scikit Learn, Random forest, etc.

Mainly Python programming is used in the AI (Artificial Intelligence) course.

  • Sentiment Analysis using Natural Language Processing (NLP)
  • Predictive modeling with Machine Learning algorithms based on classification , regression , clustering an association 

Yes, we provide two real-time hands-on projects. Additionally, daily assignments are given after completing each module.

Yes, you can enroll in an AI course. There are no specific eligibility criteria for this course , any graduate, any post graduate enroll in this course. 

Pune, oh, it’s known as the “student’s paradise” for some really good reasons. You see, this city has this amazing blend of rich educational opportunities and a vibrant, youthful culture. 

First off, there are world-class universities and colleges in Pune. The place is like an educational hub. 

You’ve got places like the University of Pune, which is a big name in itself, and then there’s the Film and Television Institute of India (FTII), which is renowned globally for cinema and television education. 

Some of the most visited attractions in Pune are: 

With a student-friendly environment, it’s no wonder they call it a “student’s paradise.” 

Students from all over the country flock to Pune to enroll in various programs. And it’s not just about the University of Pune; there are numerous other institutions that provide a wide range of courses, like Technogeeks

The legacy of education in Pune is truly rich, and that’s why students come here for a promising future.

But Pune isn’t just about academics. Making it a hotspot for professionals, the city offers excellent job opportunities. 

It’s considered the second-largest IT hub in India, so tech enthusiasts find their haven here. 

And let’s not forget the weather. Pune boasts a lovely climate throughout the year, which is quite a relief compared to some other cities with extreme temperatures.

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