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• Introduction to Artificial Intelligence
• History and Evolution of AI
• AI in Various Industries
• Relation between AI, Machine Learning, and Deep Learning
• Concepts of Reactive Machines and Limited Memory
• Overview of Theory of Mind and Self-aware AI
• Introduction to Python (AI’s Preferred Language)
• Python Fundamentals: Data Types, Loops, and Functions
• Libraries for AI - NumPy and Pandas
• Data Visualization with Matplotlib
• Working with Jupyter Notebooks and Google Colab
• Linear Algebra Basics (Vectors, Matrices)
• Matrix Operations and Applications in AI
• Probability (Basic Concepts and Distributions)
• Calculus Basics (Functions, Derivatives)
• Application of Calculus in Machine Learning Algorithms
• Introduction to Machine Learning - Concepts and Types
• Supervised Learning: Classification and Regression
• Unsupervised Learning - Clustering
• Linear Regression Fundamentals
• Logistic Regression
• K-Nearest Neighbors (k-NN) Algorithm
• Concept of Decision Trees & Random Forests
• Support Vector Machines (SVM)
• Understanding Datasets (Structured vs. Unstructured Data)
• Data Cleaning and Handling Missing Values
• Feature Scaling and Normalization
• Categorising Datasets into Training and Testing Sets
• Introduction to Neural Networks- Perceptron and Activation Functions
• Building a Simple Neural Network in Python
• Backpropagation and Training a Neural Network
• Introduction to Convolutional Neural Networks
• Introduction to NLP and Text Data
• Text Pre-processing and Tokenization
• Word Embeddings (Word2Vec, GloVe)
• Language Models and Text Classification
• Simple Sentiment Analysis
• Basics of Image Recognition and Processing
• Image Classification using Pre-trained Models
• Object Detection Techniques
• Image Segmentation
• Generative Models (GANs - Basics)
• Introduction to Reinforcement Learning Concepts
• Markov Decision Process (MDP)
• Monte Carlo Methodology
• Temporal Difference Learning
• Policy Optimization Techniques
• Overview of AI Programming Languages: Python, R
• Introduction to TensorFlow and PyTorch
• Using Scikit-Learn for Machine Learning
• Introduction to Keras for Neural Networks
• Data Handling Libraries: NumPy, Pandas
• Working with Cloud AI Platforms (AWS, Google Cloud, Microsoft Azure)
• Understanding Bias in AI Models
• Explainable AI (XAI)
• Ethical Concerns in AI (Privacy, Data Security)
• AI Project Cycle: Problem Definition, Data Collection
• Model Training, Evaluation, and Deployment
• Discovering Case Studies based on AI applications
• Applying Key Concepts in a Live AI Project
• Emerging Future Trends in AI - Reinforcement Learning, AI in Robotics, Future OpportModuleies
Artificial intelligence (AI) is becoming more common in the recent era which is revolutionising whole businesses worldwide. The growing interest in AI has created a huge demand for AI professionals and now it is at an all-time high in tech centre cities such as Noida. Artificial intelligence has a crucial role in starting or running a successful business AI has the potential to fully automate the whole system. For individuals who are interested in artificial intelligence and want to pursue a more promising career in the field, enrolling in an Artificial Intelligence Course in Noida is the best option. As of now various areas, including healthcare, banking, retail, and even entertainment, are heavily dependent on artificial intelligence for running a successful business.
The use of AI has taken a great interest among users as it saves time and is widely used in various sectors and industries. The healthcare sector uses artificial intelligence (AI) for tasks such as regulation and monitoring, as well as the interpretation and analysis of patient care data. Banking businesses employ artificial intelligence to detect credit card fraud, analyse market trends, and deliver customized services to their customers. Overall, it can be said that AI is the leading future and it will transform the entire sector.
Despite a significant skills gap in AI education, there is a high demand for AI researchers, engineers, data scientists, and machine learning experts. To address the knowledge gap, the Artificial Intelligence Training Institute in Noida offers courses that share practical information with students, allowing them to work more efficiently and accurately in any industry.
Addressing the importance of artificial intelligence, the Artificial Intelligence Training in Noida, such as GICSEH, tries to deliver the necessary information and a set of skills for a successful career in artificial intelligence. Artificial Intelligence Course in Noida offers a wide range of AI courses in addition to serving as a hub for technological and educational innovation. The Artificial Intelligence Institute in Noida ensures that students are prepared for successful career growth by focusing on both practical applications and academic understanding of AI.
As a result, enrolling in an Artificial Intelligence Institute in Noida like GICSEH provides various advantages for people who wish to work in the AI industry. They provide students with access to world-class lecturers and cutting-edge equipment to learn the most advanced AI techniques.
Industry-Relevant Curriculum: Courses are tailored to meet the evolving needs of the AI sector, covering essential topics like machine learning, deep learning, natural language processing, and data analytics.
Experienced Faculty: Institutes employ instructors with strong academic backgrounds and real-world industry experience, ensuring students receive practical and up-to-date training.
Hands-On Learning: Emphasis is placed on practical projects and real-world case studies, allowing students to apply theoretical concepts to actual industry problems.
Career Support: Many institutes offer placement assistance, resume workshops, and networking opportunities to help students transition into AI roles.
Bridging the Skills Gap: Structured programs help students gain expertise that is directly applicable to industry needs, reducing the gap between academic learning and professional requirements.
Enhanced Employability: Graduates are better prepared for roles such as AI engineer, data scientist, and machine learning specialist, making them highly attractive to employers in tech-driven sectors.
Contribution to Innovation: With a solid foundation in AI, professionals can drive innovation and efficiency across industries, supporting the broader adoption of AI technologies.
By enrolling in a reputable AI training institute in Noida, individuals can acquire the skills necessary to thrive in a rapidly evolving technological landscape and contribute meaningfully to the future of AI-driven industries.
The Role of AI In the Modern World
There are several approaches to defining artificial intelligence’s importance. The usage of AI can bridge the critical gap, it has brought significant changes in the digital era.
Now, let’s take a look at the advantages of AI-
Increased Efficiency
AI should be viewed as an incredible opportunity for an organization to increase organizational efficiency and analytics, while decreasing maintenance during downtime. It is a tool to run a profitable organization or business at high efficiency.
Empowerment and Productivity of Employees
As AI continues to develop quicker than ever, it will be able to respond to employee challenges at a quicker and more efficient pace. The implementation of artificial intelligence has changed the way individuals work and ensures they are always pushing forward.
Enhanced Customer Experience
Artificial Intelligence has completely transformed the way businesses engage with their customers. When businesses rely on technology solutions such as AI-powered chat bots, voice assistants, and smart recommendations, they can now provide a higher degree of personalization and real-time support to their users. AI-powered intelligent systems enable problems to be solved quicker whilst improving response accuracy and have 24/7 availability which enhances the customer experience as a whole. With powerful tools available to track customer patterns and preferences, AI ensures businesses are providing a personalized experience that drives engagement and customer loyalty over the long-term.
Data-Driven Decision Making
The ability of AI to analyse data and use that data to provide insights is what sets it apart. In the now world, data is the currency, and many organizations have adopted AI as a means to make decisions more accurately and quickly. AI's analytical ability provides organizations with information to make data-driven assessments of market timing and operational inefficiencies in which to act proactively and therefore intelligently without continuing to lead the successful delay of decisions. Corporate leaders trust their intelligent AI agent to offer intelligent and strategic decisions that allow them to take action based on actionable information to from numerous resources without human making implicit biased disparities.
Innovation Across Sectors
AI is introducing innovation across sectors that are away from business/economy. Innovation will come to sectors such as healthcare, agriculture, education, and transport through AI. Take healthcare for an instance; AI will empower healthcare professionals to make more accurate predictions when diagnosing healthcare concerns, designing future treatment, and medical image evaluations. AI is also developed to support precision farming and monitor the health of crops within agriculture. AI within the education sector in the manner of AI-driven learning platforms provides students an educational experience that is adaptive to their individual learning capacities with constructive feedback and an option to learn at their own pace. In every respect, all the above innovations are improving opportunities around quality, access, and outcomes across the sectors
With the rapid evolution of AI and the expansion of its capabilities, the demand for talented individuals who can build and create AI will only grow. To enter or stay relevant in the job market, one must develop a fundamental understanding of AI ideas and applications. GICSEH offers AI training that is aligned with industry employers and provides learners with both theoretical understanding and practical application. Courses are designed to prepare all learners whether they are students, professionals, or technology enthusiasts to succeed moving into an increasingly AI-empowered future.
Artificial intelligence is not simply an upgrade of technology; it a whole new construct and narrative that changes how we approach all things in life and work. Basically, AI provides increased organisational effectiveness, employee-panel productivity, customer experiences and industry innovation, in addition to a host of other uses. Understanding AI today enables individuals and businesses to begin moving toward the unknown with a view to progress, to thrive in the future world.
Growing Opportunities for Artificial Intelligence Training in Noida is rapidly becoming a major hub for digitalisation, innovation, and technology. The rapid emergence of IT companies, start-ups, research organizations, etc. Noida has created robust demand for AI capabilities. There is also a clear trend towards smart solutions in technologies such as Fin-tech, Ed-tech, Health-tech, etc - and AI is the engine of that progress - be it automation in technology companies or organizations focused on AI to support their business models.
Noida is home to an evolving ecosystem to learn and work with Artificial Intelligence - it is a great location for anyone looking to build their career in AI. There are many companies in Noida actively looking to and hiring in the fields of AI, Data Science, Machine Learning Engineering, and Automation, all for their digital future. With demand so strong, there are great opportunities for those willing to enter into AI training and acquire the appropriate skills.
If you live or are located near Noida, GICSEH is your best option to kick start a career in Artificial Intelligence. GICSEH is close, and easily connected to provide an easy and accessible location for students and professionals to take our classes. We provide a hands-on, project based AI training course with instructors who are from industry. All of our course material has been designed to give students a learning level from beginner to advanced learning (fundamental AI concepts, machine learning to deep learning to natural language processing).
By taking up Artificial Intelligence course in in Noida through GICSEH, students will gain hands-on practical exposure and mentoring, including placement support in a growing technology ecosystem. GICSEH has tremendous corporate Noida representation, giving students a dynamic experience, from live projects, to industry collaboration and engagement, to attend corporate seminars and events, including potential for hire as an intern / employee.
GROWING IMPORTANCE OF AI IN MORDERN INDUSTRIES
Artificial intelligence is reshaping industries today through automation, efficiency, and new kinds of business models across industries. By 2025, artificial intelligence (AI) is embedded in operations, decision making, and customer experiences in manufacturing, healthcare, finance, retail, etc.
Impacts and applications of AI are:
Manufacturing: AI boosts automation in predictive maintenance, quality control, and to optimize production processes. Organizations include Siemens, which can interpret sensor data to provide predictive maintenance, reducing wasted resources and minimizing downtime.
Healthcare: AI is associated with enhanced speed and relative accuracy of diagnostics, the creation of personalized treatment plans, and improvements in operations. IBM Watson Health, for example, can use large datasets representative of the healthcare ecosystem to assist with predicting diseases and improving patient care.
Finance: AI in finance contributes to advances in fraud detection, risk analysis, and personalized financial solutions. Robot-advisors and AI-driven data analytics differentiate financial institutions by providing smarter, safer, and better products, processes, and services.
Retail and E-commerce: AI helps improve the consumer journey and enhances inventory and logistics management. AI-driven recommendations engines and chat-bots allow retailers to assimilate with consumers to create a better shopping experience when concerns arise.
Automotive: AI is always on and busy in support of autonomous vehicles with the use of AI for navigational control, enabling safety features, and creating a personalized in-car experience. An example of this is Tesla's ability to utilize AI for self-driving.
Energy and Sustainability: AI can optimize energy consumption, integrate alternative energy generation, and exercise better stewardship of resources available in oil, gas and utilities.
Customer Experience: AI chatbots, virtual assistants, and recommendations provide hyper-personalized customer conversations that drive loyalty and increase organizational agility. In the larger industry picture, we see a slow transformation and transference from conventional automation and automation techniques to intelligent and self-adaptive systems that absorb and learn from dynamic, real-time data to anticipate problems before they present themselves, making for more intelligent, quicker decisions. Firms engaged in AI will by nature set new baselines for increased productivity, innovation, and competitive advantage.
As Noida's technology infrastructure continues to expand; the number of opportunities available to professionals who possess skills in AI are rapidly growing. Organizations across a variety of sectors such as IT Services, e-Commerce, banking, telecom, logistics, and real estate are performing functions which include AI. professions in the defined sectors are going to be on-hire, including AI developers, data analysts, machine learning engineers, AI Researcher, and Automation Consultants.
Furthermore, the government initiatives and policies that have taken place such as "Digital India" and the tech parks in Noida and Greater Noida are sowing seeds for the development of new and different Artificial Intelligence projects. The opportunities for students and professionals to build careers in this space are few and far between - so now is the time to build skills to compete in the employment landscape!
In conclusion, there is growth for AI careers in Noida's growing technology infrastructure, with specific growth in sector's such as IT services, e-commerce, banking, telecom, logistics, and real estate. AI Developers, Data Analysts, Machine Learning Engineer's, AI Researcher's, and Automation Consultants are being actively recruited to create and implement operational efficiencies through innovation across sectors!
Noida has thousands of job openings for AI professionals, with entry-level internships and roles of senior architect and senior director for established organizations such as Microsoft, Oracle, Adobe, and many tech start-ups. Roles include: Data Scientist, Machine Learning Engineer, AI/ML Intern, Research Scientist, AI Solutions Architect, and Generative AI Engineer etc.
Government initiatives such as the Digital India programme, the establishment of tech parks in Noida and Greater Noida, will enhance the rate of AI/ML adoption in India, which creates more new projects and jobs. For AI professionals, many of the jobs in Noida are in concentrated sectors such as generative AI, natural language processing, and computer vision roles.
In addition, Noida offers a number of academic and research institutions that are partnered with the industry, and many of them will provide options for further and progressive education as AI professionals grow to get into new careers and training and up skilling programmes. Noida is certainly on the right track to not only enhance employment opportunities, but also develop new and future work force solutions.
Do you want a prominent job in Noida? Make an artificial intelligence (AI) investment! In every sector, including healthcare, banking, information technology, etc., there is an increasing need for experts with expertise in artificial intelligence (AI). One of the finest methods to make an impression on employers as a job seeker in Noida is to acquire AI abilities.
We look at why AI will influence your job goals below.
High Demand: Businesses have greater opportunities for qualified AI specialists as Noida develops into a technological hub. AI Engineer, Data Scientist, Machine Learning Engineer, AI Research Scientist, and so on are examples of job titles.
High Salary: In the tech and other industries, AI skills are among the highest compensated. Your career path is endless, and the pay base is highly competitive.
Changing Industries: Organisations are offering more value by utilising AI for the majority of organisational tasks. This is essentially enabling the automation of repetitive work and opportunistic, smarter decision-making. For professionals with AI training, there are numerous roles that are always changing.
Fair & Transparent: Relationships are no longer necessary in the hiring process thanks to AI-powered recruiting solutions that are currently being utilised by distant companies in Noida. AI tools level the playing field, reward capabilities, and provide any job seeker an opportunity to showcase their qualifications and abilities. You can compete based just on your skills
• All-Inclusive Curriculum: Developed by industry experts and in line with market demands, GICSEH's Artificial Intelligence Course in Noida offers a comprehensive curriculum that covers topics such as Machine Learning, Big Data, NLP, Robotics, Computer Vision, and more.
• Practical Training: GICSEH provides you with the opportunity to work on real-world, realistic projects, enabling you to apply what you've learnt in the workplace with confidence.
• Career Support: GICSEH is on the hiring lists of all major world leaders, and their connections to prestigious businesses will provide access to more prestigious employment prospects in Noida and abroad.
• Certificate Benefits: You can increase your chances of getting interviews with some of the best employers by including a certificate from GICSEH on your resume.
AI-Powered Tools That Help You:
• Resume Optimisation: AI-powered tools help you optimise your resume for Applicant Tracking Systems (ATS) and increase your chances of being chosen as a shortlisted applicant.
• Smart Job Matching: Make use of LinkedIn and Naukri's AI-powered job notifications and suggestions to make sure you never pass up the ideal chance.
•AI Interview Training: Prepare for interviews and practice answering questions by using AI-based interview simulators.
Ready to launch your high-profile career in Noida?
Join GICSEH’s Artificial Intelligence Course and become part of the next generation of AI leaders.
Unlocking Opportunities: A Variety of AI Applications in Noida
Noida, an Indian IT city that is growing fast, is leading the charge in terms of further advancement of the Artificial Intelligence (AI) revolution. Industries around Noida are beginning to embrace digital transformation spurred by AI, ushering in a new era of creativity, efficiency, and employment opportunities. Here is an overview of the various AI applications that are affecting Noida's shifting environment:
Business process automation AI-automation is making business processes in Noida's growing IT sector far more efficient. Businesses are embracing AI-based solutions for:
Automated customer service: Chat-bots and virtual assistants respond to common enquiries and improve customer response time and satisfaction.
Intelligent workflow management: AI solutions allow organisations to save labour and avoid human error by managing scheduling, resource allocation, and project tracking.
Healthcare Innovation AI is transforming healthcare in Noida by allowing for:
Predictive diagnostics: Machine learning models analyse patient data in order to predict disease and suggest preventative strategies.
Solutions in Smart Cities
AI is used in Noida's smart city initiatives for: Traffic management: AI-enabled real-time analytics and signals not only watch traffic flows but can also optimize signals in real-time to create free flow of traffic.
Public safety: AI-enabled monitoring systems add additional layers of safety and security by identifying unusual patterns of activity as they happen and notifying authorities.
AI is being used by e-commerce companies and merchants in Noida for
Tailored recommendations- AI-enabled recommendation systems leverage behaviours that are observable with respect to customers' online shopping behavior to recommend the most relevant products to customers, leading to an increase in sales.
Inventory management: Predictive analytics enables inventory levels to be maintained optimally, with a reduction in waste.
Financial Services
Banks, lenders, and fin-techs in Noida are using AI for the following reasons: Fraud detection: AI-enabled systems can identify suspicious transactions in real-time.
Credit scoring: AI-enabled machine learning models are better to assess credit worthiness and speed up decisions about loan approval under a more equitable standard.
9. Educational and training institutions are leveraging AI to: Personalize learning - Each individual students' needs are addressed by altering content through adaptive platforms.
Automate assessment - AI improves learning by grading and providing real-time feedback.
R&D and new business
As the start-up ecosystem in Noida flourishes, so is AI innovation and AI adoption within start-ups. Young companies are now working with generative AI and advanced data analytics to provide one-stop solutions to industries such as logistics and entertainment.
The industries in Noida are evolving at an alarming rate with a growth in demand for skilled employees due to AI. By obtaining an AI degree, you will be at the forefront of this change, enabling you to be one of the future shapers of the profession, and enjoy spoils in career advancement which is continuing to evolve at a rapid rate in Noida's blossoming IT sector.
Exploring the Applications of Artificial Intelligence Training in Noida
Artificial Intelligence (AI) is rapidly developing Noida as a leading tech and innovation hub in India. As the IT companies, start-ups, and traditional industries in Noida implement digital transformation, in AI applications enabling efficiencies, innovation, and new business models are emerging in an increasing number of sectors. Next are how AI is being applied in Noida and what that means for Noida.
IT and Business Process Automation
Noida's thriving IT ecosystem is using AI for:
Automated Customer Service: Now IT companies have chat-bots or "virtual assistants" that can respond to common questions, reduce response time, and improve customer satisfaction.
Smart Workflow Management: AI systems are automating project monitoring, resource allocation, scheduling, and reducing effort and the potential for human error in service delivery.
Software Development: AI tools are being used to create code, repair bugs, or automate software testing to drastically reduce software development cost and time.
Transforming Healthcare
Artificial Intelligence is changing healthcare across Noida:
Predictive Diagnostics: Machine Learning models operate on patient data to derive features to “predict” who is at risk of diseases and hopefully when to alert the user. This means that healthcare professionals can intervene sooner and design a treatment plan based on the best initial intervention for patients.
Medical Imaging: AI powered imaging tools assist physicians in identifying and detecting abnormalities in X-ray, MRI, and CT scans, resulting in faster decisions for better patient outcomes.
Operational Efficiency: AI tools can assist hospitals in managing patients, scheduling appointments, human resources and resource optimization. 3. Smart City & City Planning
AI is fundamental to Noida's smart city initiatives:
Traffic Management: AI analytics integrates real-time traffic flow analysis with the ability to dynamically change as conditions change, minimizing congestion.
Public Safety: AI systems integrate surveillance monitoring for anomalous behavior with a way to alert a designated authority to keep urban spaces safer.
Urban Planning: AI solutions facilitate property valuation, management of smart buildings, and planning a sustainable connected city that meets Noida's commitment to develop a smart connected living city.
Financial Services and Fin-tech
Banks and Fin-tech organizations in Noida are using artificial intelligence in four crucial areas:
Fraud Detection: AI systems are calibrating transactional patterns in real-time to minimize fraud.
Credit Scoring: AI systems are synthesizing creditworthiness into machine learning models to help arrive at better data-driven decisions to reduce transaction times for lending.
Customer Personalization: AI insights help to drive and customize existing products and services around individual customer specifications.
Retail, e-Commerce, and Marketing
Retailers and e-commerce providers in Noida are implementing AI to achieve the following:
Provide Personalized Recommendations: AI algorithms leverage user behaviour, preferences, and purchase history to recommend relevant products resulting in a more significant amount of sales.
Inventory Management: Predictive analytics provides accurate calculations for optimal stock levels and protection against excessive losses while establishing accurate forecasts for demand.
Prescriptive Maintenance which predicts possible machine failures and offers solutions or alternative choices, proactively moving it to avoid failures.
Artificial intelligence is changing the landscape in Noida when it comes to modifying human behaviour based on the data collected from engagement with marketing, education, manufacturing and healthcare.
AI in Business requires business leadership to change its perspectives as AI assessments, evaluations and data reporting are being adopted and implemented within organization, moving away from limited and traditional viewpoints towards a broad range of AI characterized trends and patterns discovered in business processes...making it more data driven...with benefits in improving customer engagement and experience! Overall, the promise of AI is to help organizations in both the private and public sectors become more productive, efficient and effective. The bottom line is that AI really is going to change the way we do business in organizations....it's going to take some time to adapt, but by investing time, money and learning how to implement AI will allow to organizations consider developing productivity systems based on data while embracing technology in all process workflows.
Quality Assurance - Computer vision systems are deployed to examine the items looking for defects to maintain consistency of quality.
Inventory Supply Chain Modelling - AI makes Logistics more efficient and improves demand forecasting, in turn, enhancing operational efficiency.
Start-Ups and Regards &-Free zone and R&D
CRIP as Tech Hub
Noida's developing start-up ecosystem is favourable to tapping innovation, especially around artificial intelligence.
AI start-ups - there are many start-up companies developing various AI potentials like controls for generative AI, AI for data analytics and customer health technology, etc.
A Collaboratively Ecosystem - It is providing, academia, industry, and government to enable R&D, skills development programs and introduction to Dexterity.
AI is being integrated into Noida's and being embedded into its economy and society, producing better outcomes throughout an array of sectors including healthcare, finance, smart city applications, and education. Noida has the IT infrastructure to support AI, more importantly; it has the top talent pool to grow AI, and the ecosystem to support AI - making it the centre of the AI revolution in India. With acceleration of AI, Noida has the capacity to take advantage of new opportunities and generate higher value jobs to influence aspects of the region's technology landscape.
Challenges: Data security, a shortage of skilled workers, and the initial costs of implementing and maintaining AI systems continue to present challenges for organizations, despite the rapid acceleration of AI technologies.
The sector continues to expand rapidly in Noida. Businesses are using AI, to varying degrees of sophistication in their particular industries, and are looking to obtain the appropriate technologies and skills, as well as the government's willingness to utilize AI technologies as enablers of service delivery, and capacity for business development.
AI does not exist in an abstract environment, and soon it will serve as an indicator of those businesses, and government organizations in Noida, that are not using the most recent improvements in technology.