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AI Courses in Pune: Syllabus, Career Opportunities & Certifications

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Technology is a highly dynamic world. New technologies emerge and dethrone the older ones. But one technology rose to prominence around a decade ago and kept evolving to quickly reach the first rank. Since then, it has been there, ruling the roost and transforming the way the world thinks and acts. Obviously, the technology is Artificial Intelligence (AI)! AI needs no introduction. It is revolutionary, disruptive, and futuristic, driving changes with its Midas touch, perhaps, the world never imagined a few years ago. However, AI is an exciting prospect even when it comes to a career. As businesses switch to AI-powered apps, platforms, and software solutions, the need for AI professionals will grow enormously in the next few years. Some reports say that, together, AI and automation will contribute to 65-70 million new jobs in the next three years! So, there’s a lot in store for everyone who wants to pursue an artificial intelligence course in Pune. However, what exactly will you learn while pursuing AI courses in Pune? What career opportunities will be available, and what certifications will you need to look forward to? Here’s a blog that answers these crucial questions. AI Classes in Pune – Syllabus The AI course curriculum varies with the institute. However, a comprehensive artificial intelligence course in Pune covers the following topics. Numerical Python and Statistical Analysis Dataframe and Series in Pandas Different File Reading Techniques Introduction to Scikit-Learn Library Seaborn – Exploratory Data Analysis Library Introduction to Statistics Concept of Central Tendency Statistics and Probability Linear Algebra Machine learning Algorithms Supervised Learning Generalized Linear models Vector models Decision Trees Ensemble Learning (Forests) Bagging Boosting Unsupervised Learning K-Means: Geometric intuition, Centroids Density-based clustering Neural Networks: Computation Graph TensorFlow and Keras Deep Learning Natural Language Processing Text classification: Bag of words Sentiment Analysis Text Embedding Computer Vision: CNN and OpenCV Convolutional Neural Network: Image classification, Transfer learning Object detection Object tracking and motion analysis YOLO AI Course in Pune – Career Opportunities AI isn’t confined to research labs anymore. It has become an all-pervasive technology, revolutionizing each business domain, including healthcare, finance, manufacturing, etc. Companies from these sectors are using AI in various ways, leveraging its branches such as ML, data science, robotics, NLP, etc. So, here are some opportunities after the AI course. Machine Learning Engineer: ML engineers create algorithms that enable machines to learn and make decisions without human input. Your job as an ML engineer will thus primarily involve designing and developing AI-ML models. Data Scientist: Data scientists use AI and ML to extract actionable insights from massive datasets, helping companies make informed, data-driven decisions. AI Software Engineer: This role involves writing and optimizing code for AI systems, while working closely with other engineers to integrate AI into larger software solutions or systems. Robotics Engineer: As a robotics engineer, you create smart machines that can perform tasks autonomously or semi-autonomously with AI. Business Intelligence Developer: Working as a BI developer involves using AI to transform data into strategic business insights to build a competitive edge. Natural Language Processing Engineer: As an NLP engineer, you will develop AI systems that can comprehend, interpret, and generate human language. AI is here to stay and will only progress in the time to come. Hence, it will remain one of the most promising career options in the future. Now, while the course matters, so does the certification. So, let’s look at some popular AI certification options. AI Certification: Becoming an Industry-Recognized AI Talent AI courses help you build technical expertise. But certifications demonstrate your credibility. So, here are a few widely preferred AI certifications. Ethan’s AI Training: The certification comprises a comprehensive curriculum that covers AI fundamentals, ML algorithms, deep learning techniques, industry-recognized  internships, and 100% placement assistance. After completing the course, you will be awarded a certification from Ethan’s Tech in collaboration with E&ICT, IIT Guwahati. Google AI Certification: The global giant Google also offers various AI certifications, including beginner-level courses to advanced ones like the TensorFlow certification. These courses cover AI in depth and help you master its practical application. Thus, it is an excellent certification choice for AI aspirants. Microsoft Azure AI Certification: This AI certification program focuses on using Azure’s AI tools. It suits those looking to work in cloud-based AI solutions. Final Words With an average annual salary package range of ₹ 10-12 lakhs*, AI is a tantalizing career you must look forward to pursuing. However, the institute and artificial intelligence course in Pune that you choose matters significantly. This is where Ethan’s Tech, one of the leading names for AI training in Pune, comes into play. At Ethan’s, we are an institute with a difference! Our courses are designed by renowned AI experts and delivered by seasoned AI professionals. Further, our ties with tech companies across Pune and beyond provide exposure to AI projects. Want to know more about our courses, fees, batch schedules, and alumni? Please call us at +91 95133 92223.

How AI Classes in Pune Prepare You For Future Roles in ML, Robotics, & DS?

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Technology is growing and evolving at an unprecedented pace. While changing the business world, these advancements are also unlocking career opportunities in ML, robotics, and data science. Therefore, feeling drawn toward these options is obvious! The numbers speak for themselves. By 2028, India is likely to add 2.70-2.75 million roles in AI and emerging technologies! However, you must be prepared for these roles to thrive. This is where AI classes in Pune step in. They comprehensively cover diverse topics, preparing you for challenging roles in various technologies. Let’s see how. 8 Ways AI Courses in Pune Prepare You for Challenging Tech Roles in the Future From an industry-relevant syllabus to building vital professional skills, here’s how AI classes in Pune transform you into a better and more competent professional. Industry-Relevant Curriculum Reputable institutes develop AI courses in tandem with industry experts. It benefits you in different ways. Firstly, you study a comprehensive syllabus, and secondly, you learn what the industry wants. Technically speaking, the course helps you develop skills, including Python programming skills and libraries like PyTorch and TensorFlow. Additionally, the course involves learning NLP and computer vision, preparing you for roles in diverse sectors. Expertise in AI Sub-Domains Building expertise in AI is essential for success in its related fields. Pune-based AI courses delve into various core sub-domains of AI. These include; Machine Learning: Learn how to train models that can learn from data, supporting predictive analytics and smart chatbots. Data Science: Master collecting, cleaning, analyzing, and visualizing data to derive meaningful insights from it. Robotics: Integrate AI with hardware to program and control robots for various tasks, including those in manufacturing, automation, etc. Abundant Practical Exposure The industry has always demanded professionals who can implement what they’ve learned. However, increasing competition and expectations have made hiring candidates with practical experience more important than ever.  That’s why AI classes in Pune focus heavily on hands-on training with tools and technologies widely used in the industry. These sessions help you develop the proficiencies required to excel in the industry. Practical exposure prepares you for real-world challenges. It also allows you to prove your competence as an ML, data science, or robotics professional. Projects and Internships Learning in a classroom and practicing technologies are valuable aspects of learning AI. However, the experience you gain while working on projects is priceless! AI courses in Pune, particularly those that reputable institutes offer, feature working on challenging real-world projects. Some even provide internship opportunities with esteemed companies. These help you understand the industry’s expectations, build the experience it takes to handle real challenges, and enhance your employment value. Developing a Problem-Solving Mindset Today, the world needs people who can devise solutions and implement them. AI courses and machine learning training in Pune help you do that. These classes break down complex problems, formulate hypotheses, and test them with data. Developing these capabilities builds analytical and critical thinking. They help you whether you are building a new algorithm or optimizing business processes. Portfolio Development AI classes in Pune provide extensive project exposure. When you complete them successfully, you can add them to your portfolio, strengthening your profile and candidature. The portfolio serves as tangible proof of your capabilities, skills, and strengths as an ML, robotics, or data science professional. It helps you qualify for more remunerative jobs in larger companies across various domains.  Placement Support This is one of the most significant driving factors. Leading institutes that offer AI courses in Pune provide 100% placement assistance to students who complete their course. Such institutes and courses often serve as comprehensive career launchpads. They guide you throughout the process, allowing you to focus on building your core competences, learning and growth. Professional Skill Development In today’s competitive world, you cannot bank on your technical skills alone. Companies nowadays look for leaders and drivers of change. They need employees who can drive projects, help clients navigate the competitive landscape of their business, and lead projects with ease and grace. Learning technicalities can enhance your technical abilities but not necessarily a comprehensive professional. Becoming one demands communication, active listening, problem-solving, agility, etc.  AI classes in Pune also dedicate sessions to developing these skills. They do so through practical role plays conducted by experienced trainers. Gear Up for a Promising Career in ML, Robotics, and Data Science with Ethan’s Tech! An institute with a difference, Ethan’s Tech offers AI courses in Pune aimed at comprehensive technical and professional development. Our courses strengthen your understanding of various sub-domain technologies like robotics, ML, and data science, preparing you for challenging roles related to them. While our AI courses cover many aspects, we also offer a separate ML course and data science course in Pune. Some other highlights of learning with us include practical exposure, projects, industry interactions, and 100% placement support. Call us at +91 95133 92223 for more information.

Best AI Courses in Pune: Classroom vs Online – Which Should You Choose?

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AI enthusiasts, did you know, the average annual salary of an AI professional in India (₹. 12-13 lakhs*) is among the highest in the tech sector? Yes! You read that right.  AI is the most in-demand technology and career skill in this rapidly evolving world, no matter which career stream you choose.  It can go well beyond human skills and capabilities. For instance, AI can create a fresh architectural plan in less than a minute!  Given everything AI can do, it is clear that everyone must pursue AI courses in Pune.  However, with so many online and classroom choices available, the dilemma most aspirants confront is whether to go for a classroom course or choose an online one.  If you are unsure which course type to choose, this blog is for you. This blog highlights the differences, including the pros and cons of classroom and online AI classes in Pune, and who should choose what. Classroom AI Courses in Pune Classroom courses obviously involve learning in a traditional setup. They are a tested and proven format, followed by millions worldwide for years. Nevertheless, they have advantages and disadvantages you must consider before you choose them. So, some of the pros and cons of classroom courses include; Pros You learn in a structured learning environment. The in-person training and mentoring help maintain the learning discipline. Trainers walk you through complex concepts in real-time. You can ask your doubts and questions directly and receive instant feedback. The classroom setup also helps you strengthen your professional network. You get internship and project opportunities that add value to your career. Cons The schedules are usually fixed, and batches may be limited. The sessions require your physical presence. Catching up can be tough, particularly if you miss the class. Online AI Classes in Pune Virtual learning gained momentum after the pandemic. It covers a broader range of the audience, helping those from even remote locations pursue courses, once anchored to classrooms. Online learning, as you would already know, involves attending courses via the internet on a laptop or a mobile phone. However, like every other form, learning AI online also has some pros and cons. Pros You can learn from anywhere with a device and an internet connection. Great option for working professionals juggling work, family, and education. You can access the knowledge and experience of top AI experts worldwide. You can catch up with the syllabus through recorded lectures if you miss one. Cons Online classes may lack the energy of an in-person environment. Virtual learning also lacks a practical environment and learning. Beginners may feel a little lost with projects. Networking opportunities may be limited. Asking questions may get slightly delayed. Bad internet reception may ruin the learning experience. Classroom vs. Online AI Courses in Pune – Who Should Choose What? So now, whether classroom or online, which type of course should you choose? The choice depends on your situation, preferences, and what you are comfortable with.  For instance, someone who loves to learn the old-school way or feels more comfortable in a classroom environment must take an offline course.  However, someone from Gen Z may go for an online course, given their familiarity with the online form of learning. Here’s a little more detailed explanation. Choose a Classroom Course if You, Prefer learning in a structured learning environment. Want to grow your professional network. Live in or near Pune and don’t have challenges traveling to the institute. Intend to learn under in-person mentorship. Choose an Online AI Course if You, Stay miles away from Pune, and traveling is challenging for you. Have a professional schedule that clashes with class timings. Already a tech professional looking to upskill your career. Are a motivated and disciplined learner. Are comfortable learning remotely. Whether Classroom or Online – Choose Ethan’s Tech for AI Courses in Pune! AI is growing, developing, and evolving rapidly to surpass human intelligence and capabilities. From writing prompt-based film scripts in minutes to dramatically expediting research, AI may do almost everything that seems a tall tale today!  So, it is evident you want to be part of the exciting future and rewarding career in AI. But the choice of the institute matters as much as that of classroom and online classes.  This is where Ethan’s Tech steps in. We are a trusted institute with experience in training thousands across diverse technologies, including AI.  While learning AI with us, you can choose from different online and classroom courses based on your convenience.  Our courses (online and offline) are carefully designed and curated by experts to ensure you learn what the industry expects from you.  Both are equally effective and supportive in transforming you into a learned AI professional prepared to drive the change with your expertise and skills. Want to know more about AI courses in Pune? Call us at +91 95133 92223.

How is AI Transforming Education: Balancing Innovation and Responsibility

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How is AI Transforming Education

Looking to enter the world of AI with an artificial intelligence course in Pune? Then, you have the world of opportunities open for you. That’s because AI is everywhere! One of the domains is education. Artificial Intelligence (AI) isn’t merely changing education but transforming it.  Those days when teachers taught and merely asked students if they understood something, are fading away – thankfully! Many may consider AI-powered classroom environments wherein smart robots train learners. But that’s not the case (and perhaps, we don’t want to get there) Instead, AI can complement a trainer’s efforts by serving them as their assistant. Think of it as something that empowers trainers and learners. While helping trainers explain concepts more effectively, it enables students to learn at their own pace. Although an important one, that’s only a part of the big story. Let’s explore more. Personalized Learning Conventional learning methodologies often struggle to adapt to new learning techniques. Integrating AI-driven platforms with the training approach helps analyze student behavior, identify learning gaps, and evolve learning methods depending on the learner’s needs. Ready to Turn Knowledge into Real-World AI Solutions? Enroll Now and Start Building Your Future! Some ways through which AI can personalize the learning effort include; Assessing a student’s strengths and weaknesses and aligning the difficulty level and pace of learning based on the analytical outcomes. Creating personalized lesson plans, and providing students with learning material based on their unique learning styles and requirements. Providing immediate feedback, enabling students to understand their mistakes and trainers to create an improvement roadmap, depending on the gaps identified. Smart Assistant AI doesn’t take over education but complements it by working as an intelligent assistant. It automates various repetitive tasks, easing the burden on trainers. Thus, trainers can focus more on education rather than paperwork. Some areas in which AI can help include; Optimizing classroom schedules, making improvement recommendations, and managing resources optimally. Grading multiple choice assessments with accuracy, reducing evaluation workload. Monitoring student engagement levels, helping trainers identify their pain points. Enhancing Student Engagement Every trainer has a distinct way of engaging learners. However, with AI, the going gets even easier and more effective. For instance, AI can gamify learning with games that adapt to student performance.  On the other hand, when combined with technologies AR (Augmented Reality) and VR (Virtual Reality), AI can make education an immersive learning experience. Thus, students can virtually live what they study, making learning more effective. Making Education More Seamless Access to education has been a major concern throughout the decades.  But AI can help make it more inclusive and accessible, addressing factors like location, learning disabilities, and language. For example, AI-powered tools can localize lectures and educational materials, eliminating language barriers. Additionally, AI-driven speech-to-text and text-to-speech tools help students with disabilities learn more easily. Furthermore, AI can help take education to learners from remote or underserved locations. Challenges and Ethical Concerns in Using AI in Education – Where Will You Step In? Learning AI through AI courses in Pune will unlock the doors to a broad spectrum of opportunities. But with them, come responsibilities. While serving the education sectors as an AI specialist, educators will expect you to balance innovation with responsibility. Out of the many, some areas in which you will work, include; AI is just as good as the data it receives. Thus, while working on data, you must ensure the data you use isn’t biased. You should also ensure the data you use is secure from misuse. AI systems must be transparent with clear instructions on factors of data collection, storage, and usage. You should train AI on diverse datasets to reduce bias and encourage fairness. Do not let AI overpower or replace humans as learning is incomplete without a human touch. Join Ethan’s Tech to Become Part of AI’s Evolutionary Journey! AI is here to stay. While it will evolve, it will also make every sector it serves also evolve. What we’ve seen above is just the story so far! AI is bound to bring in many other revolutions in the education sector in the future. With everything AI does, becoming an AI expert serves two purposes – first, it is a sustainable career and second, it helps you serve society better! So, if you have such endeavors in mind, our AI classes in Pune have you covered! While our course makes you a technical specialist, our learning approach and experienced faculty members, transform you into a comprehensive AI professional. Want to discover how we do it? Call us at +91 95133 92223 and explore our AI course near Pune with our specialists.

From Theory to Practice: How AI Courses Equip You for Real-World Challenges?

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Theory to Practice How AI Courses in Pune

In today’s dynamic world, AI isn’t merely a technology anymore. It has become an integral part of the world’s digital culture. Thus, from self-driven cars to smart home devices, AI has become all-pervasive. And interestingly, it is only the beginning! AI will continue to evolve and become smarter by the day, changing the way we think, do things, and live. However, if you are someone who wants to take a step ahead to understand how AI works and leverage it to drive innovations, you must pursue AI courses in Pune. Designed to help you excel in the world of AI, these courses equip you with the knowledge and practical experience to master the technology.  But what makes them even more useful is that they empower you to tackle real-world challenges. Let’s explore some ways they do so in this blog. Understanding Core Concepts and Technologies AI isn’t a standalone technology. Instead, it is a complex ecosystem of techniques, tools and methodologies, which together deliver remarkable outcomes that we enjoy in our routine lives.  An AI course near Pune thus covers Machine Learning (ML), Deep Learning, Natural Language Processing (NLP), Computer Vision., Robotics and Data Science and Big Data. Mastering these fundamental topics helps students develop the skills they need to build, analyze and enhance AI systems. So, think of this step or point as learning the rules of the games before stepping on the turf. Theory and Practical While learning theory is crucial, what matters to the world is how you put your hands and brain at work by applying what you’ve learned. Thus, it is the practical skills and confidence you develop during the course that prepares you for real-world challenges. So, AI courses in Pune include building models with frameworks like PyTorch or TensorFlow, developing AI models to solve real-world problems (like optimizing supply chains), simulating industry scenarios to test your problem-solving abilities, etc. The practical expertise and experience you build during these projects help you learn how to apply your knowledge, resolve challenges, and function collaboratively. Real-World Case Studies Professional AI courses near Pune usually bring the industry and real-world challenges inside the classroom. Faculty members enhance this innovative learning approach through case studies to learn how big enterprises use AI, seminars delivered by industry experts and successful AI entrepreneurs, and most importantly, internships that allow students to work on live projects and organizations that use AI in the field. Aspirants gather first-hand experience of AI’s application in the industry and learn how AI can resolve enterprises’ challenges in the current context. Read Success Stories: How an AI Course Helped Professionals Land Top Jobs! Encouraging Continuous Learning AI is dynamic. It evolves with every passing day, making it the fastest-changing technology so far. Thus, what’s cutting edge today might have disappeared or turned redundant the next day. Thus, students cannot dwell upon what they’ve learned. They must evolve with the technology and indulge in following AI news, reliable websites providing AI updates, AI’s changing form in the industry, etc. Reputed institutes acquaint students with resources they can use after completing the course and explore some themselves as time and technology progress. Overall, AI helps encourage aspirants to respond to change and align with it to stay relevant, competent, and useful. Creating an Innovation-Driven Mindset While instilling a continuous learning culture, an AI course near Pune also encourages students to innovate, develop critical thinking abilities, build out-of-the-box solutions, and contribute to pathbreaking AI inventions or applications. Emphasis on Ethical AI and Social Responsibility Ethical AI and social responsibility are two other critical dimensions of AI. After all, we want to live in a world, which while being intelligent, also values ethics, responsibility, and fair conduct. Thus, AI courses in Pune emphasize learning AI bias and mitigating it, AI’s impact on society, and the ethical and legal considerations in AI applications. These topics enable the student to comprehend the broader impact of their work and build solutions that make the society and world better places to live. Ready to Embrace Challenges and Opportunities with AI? If you feel you have the spark that can take you places with AI, Ethan’s Tech, one of Pune’s leading technology training institutes, welcomes you! We offer a range of AI courses in Pune that involve comprehensive learning under established AI experts and trainers with an emphasis on practical learning, collaborative skill-building, learning through real-world examples and case studies, and much more. Our AI course near Pune undergoes constant updates and upgrades to make you a learned, competent, and relevant AI professional. So, why wait and think? You are passionate about learning AI and we are enthusiastic about teaching it! Let’s meet in the classroom and embark on a fruitful learning journey. Call us at +91 95133 92223 to know more about our AI courses. 

Top AI Interview Questions and Expert Answers

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Top AI Interview Questions and Answers

Have you recently completed an Artificial Intelligence course in Pune? Are you about to appear for your first AI job interview and wondering what questions the interview would ask? Then, here’s something that can help you. In this blog, we will discuss the top 12 AI interview questions and expert answers you can use as a base.  What is AI and its Applications? AI is one of the computer science streams, focused on creating systems capable of performing tasks that would otherwise require human intelligence. Some of these tasks include understanding natural language, recognizing speech, learning, making decisions, and learning. AI is used everywhere. For example, in customer support, AI is used in the form of chatbots and virtual assistants to enhance customer service. Another example is that of healthcare where AI is implemented for diagnostics, personalized treatment recommendations, and automation. What is Fuzzy Logic Fuzzy Logic helps you reason with uncertain or inaccurate information. It serves as an extension of classical logic and allows for partial truth, instead of conventional binary true or false. Thus, in fuzzy logic, it refers to prepositions potentially having a truth value between 0 and 1, representing the degree of truth. What is Deep Learning Based on? Deep learning is a subset of machine learning that focuses on developing artificial neural networks with multiple layers called deep neural networks. These networks help model sophisticated, hierarchical patterns and data representations. The inspiration behind deep learning is the structure and functioning of the human brain itself. What is the Difference Between Machine Learning (ML) and Deep Learning (DL)? ML is a subset of AI that learns from historical data and experiences. On the other hand, DL is a subset of ML and AI inspired by neurons and replicates the functioning of a human brain. Another difference is that of the type of data both deal with. ML deals with structured and semi-structured data. However, DL works with structured and unstructured data. Besides, ML can work with less data than DL and AI. However, DL requires more data than ML. What is Generative AI, and How Do they use it in Various Industries? It is an AI technology that can generate new content, including text, images, and music, depending on the patterns it has learned from the current data.  What is the Importance of Data Mining Data mining refers to discovering patterns, trends, and useful information for massive datasets with different algorithms, ML techniques, and statistical methods. One of the most important aspects and outcomes of data mining is the ability to make informed decisions. Thus, it is used in many industries, including retail (for example – predicting consumer behavior), healthcare (for example predicting patient outcomes, detecting frauds, etc.), finance (forecasting stock prices, determining credit ratings, and more). What is Artificial Narrow Intelligence (ANI) Also known as Weak AI, ANI are AI systems designed and trained to perform a particular or narrow range of tasks. These are highly specialized systems, capable of performing designated tasks with high precision and accuracy. Examples of these systems include voice assistants like Alexa, and Siri that classify data and respond to queries quickly. What is Data Binarizing? Binarizing data involves converting data features into vectors of binary numbers to increase the productivity of classifier algorithms. The technique of binarizing helps recognize shapes, characters, and objects. It simplifies differentiating between the object involved from the background it is found in. How Will You Ensure Your AI Model is Unbiased and Ethical? It involves extensive testing across diverse datasets, including ethical considerations, and continuous bias monitoring during the AI development process. Besides, transparency in how models make decisions also matters in ensuring ethical and unbiased AI models. What is AI Model Explainability? It is the capacity to comprehend and simplify decisions an AI model executes. It helps foster transparency, establish trust, and ensure that models help make decisions based on valid reasoning. What is Supervised And Unsupervised Learning? Supervised learning comprises a training model with a labeled dataset, where every training example is related to an output label. The model receives training to predict output-based or input data. However, unsupervised learning uses algorithms to analyze unlabeled data and discover patterns without human intervention. What is the Importance of TensorFlow in AI? TensorFlow is Google’s open-source platform that helps do high-performance numerical computations. It comprises a collection of workflows to develop and train models to make ML more efficient. What also makes TensorFlow useful is its customizability. Accordingly, it helps developers build exponential learning architectures and work on them to deliver the desired outcomes. Looking for an AI Course Near Pune? Choose Ethan’s Tech! Of course, the list includes many more questions. However, AI courses in Pune and the subsequent mock interviews usually cover all of them. And Ethan’s Tech precisely offers such AI classes in Pune. Our comprehensive AI course curriculum and holistic training help you become an AI professional the industry will want to hire. Our trainers conduct extensive mock interviews, preparing you for potential interview challenges and dealing with them. Call us at +91 95133 92223 if you want to unlock the doors to exciting career opportunities in AI.