Machine Learning Training in Electronic City

  • Advanced Machine Learning Course in Electronic City.
  • Access to video lectures, e-books, and practical case studies.
  • Hands-on learning with real-world projects and AI-based tools.
  • Personalized coaching for interviews and career support, if required.
  • Trusted by over 400 recruiting clients and 15,000+ trained professionals.
Hands On   40+ Hrs
Projects   4 +
Placement Support   Lifetime Access
3K+

Course Fees on Month ₹8999 ₹18000
(Lowest price in chennai)

See why over 25,000+ Students choose ACTE

Machine Learning Course Curriculum

Curriculum Designed By Experts

Expertly designed curriculum for future-ready professionals.

Industry Oriented Curriculum

An exhaustive curriculum designed by our industry experts which will help you to get placed in your dream IT company

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    30+  Case Studies & Projects
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    9+  Engaging Projects
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    10+   Years Of Experience
  • Overview of Machine Learning
  • Types of Machine Learning algorithms
  • Applications of Machine Learning in various domains
  • Introduction to Python and popular ML libraries
  • NumPy, Pandas, and scikit-learn
  • Data cleaning and handling missing values
  • Data transformation techniques (scaling, normalization)
  • Feature selection and engineering
  • Exploratory Data Analysis (EDA) using visualizations
  • Linear Regression
  • Logistic Regression
  • Decision Trees and Random Forests
  • Support Vector Machines (SVM)
  • Naive Bayes Classifier
  • K-Means Clustering
  • Hierarchical Clustering
  • Principal Component Analysis (PCA)
  • Association Rule Learning (Apriori algorithm)
  • Anomaly detection
  • Training and testing datasets
  • Cross-validation techniques
  • Evaluation metrics (accuracy, precision, recall, F1-score)
  • Confusion matrix and ROC curves
  • Bias-Variance tradeoff
  • Bagging and Random Forests
  • Boosting and AdaBoost
  • Stacking and Blending
  • Hyperparameter tuning
  • Model selection techniques
  • Introduction to Neural Networks
  • Activation functions
  • Backpropagation and Gradient Descent
  • Convolutional Neural Networks (CNNs)
  • Recurrent Neural Networks (RNNs)
  • Image Classification
  • Object Detection and Localization
  • Natural Language Processing (NLP)
  • Sequence-to-Sequence Models
  • Generative Adversarial Networks (GANs)
  • Markov Decision Processes (MDPs)
  • Q-Learning and Value Iteration
  • Policy Gradient Methods
  • Deep Q-Networks (DQN)
  • Applications of Reinforcement Learning
  • Transfer Learning
  • Explainable AI and Interpretability
  • Time Series Analysis
  • Autoencoders and Variational Autoencoders
  • Model Deployment and serving with cloud platforms
  • Show More

    Machine Learning Training Projects

    Become a Machine Learning Expert With Practical and Engaging Projects.

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      Practice essential Tools
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      Designed by Industry experts
    •  
      Get Real-world Experience

    House Price Prediction

    Use linear regression to forecast price houses according to their features, size, and location.

    Iris Flower Classification

    A classification of Iris flowers into species using a simple dataset and logistic regression.

    Movie Recommendation

    Construct a simplified recommendation scheme aimed at collaborative filtering mechanisms.

    Customer Churn Prediction

    Use either an algorithm such as Decision trees or Random forest to predict the likelihood of whether a customer would discontinue their service or not.

    Sentiment Analysis

    My dear friend, one can dissect the customer reviews and social media comments for identifying either positive sentiment or negative sentiment in them.

    Stock Price Prediction

    Use time-series forecasting to predict stock prices with historical data.

    Face Mask Detection

    Developing a system that will automatically recognize the wearing of masks by people through computer vision techniques.

    Handwritten Text Generation

    The purpose is to generate handwritten text similar to a given input using deep learning models (such as LSTM or GANs).

    AI Chatbot

    Build an intelligent chatbot using Natural Language Processing (NLP) and deep learning models like GPT or BERT.

    Key Features

    Practical Training

    Global Certifications

    Flexible Timing

    Trainer Support

    Study Material

    Placement Support

    Mock Interviews

    Resume Building

    Batch Schedule

    Weekdays Regular (Class 1Hr - 1:30Hrs) / Per Session

    • 24-Mar-2025 Starts Coming Monday ( Monday - Friday) 08:00 AM (IST)
    • 26-Mar-2025 Starts Coming Wednesday ( Monday - Friday) 10:00 AM (IST)

    Weekend Regular (Class 3Hrs) / Per Session

    • 29-Mar-2025 Starts Coming Saturday ( Saturday - Sunday) 10:00 AM (IST)

    Weekend Fast-track (Class 6Hrs - 7Hrs) / Per Session

    • 30-Mar-2025 Starts Coming Saturday ( Saturday - Sunday) 10:00 AM (IST)

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    • Learning strategies that are appropriate and tailored to your company's requirements.
    • Live projects guided by instructors are a characteristic of the virtual learning environment.
    • The curriculum includes of full-day lectures, practical exercises, and case studies.

    Machine Learning Training Overview

    Machine Learning Training Program Potential Career Paths?

    Machine learning training Institude in Electronic City within the tech industry provides us numerous careers. After the professional study of machine learning, one can choose among different options, for example, Machine Learning Engineer. Its responsibilities include designing, building, being part of the teams with many other roles, and deploying machine learning models into production systems. Furthermore, a person can become a Data Scientist, who applies the algorithms in machine learning to unravel the complexities existing in several data sets and captures valuable insights for business to help in making informed decisions. An AI Research Scientist advances machine learning techniques and develops new algorithms that push the boundaries of artificial intelligence, working on cutting-edge research into general advancements in machine learning. For example, Data Analysts and Business Intelligence Analysts benefit from the application of machine learning to enhance their ability to make sense of trends in data and forecast future scenarios. Software Developers with machine learning skills should be always in demand, as they will be required to care for applying machine learning into applications. Thriving industries outside or adjacent to technology bring a lot of job opportunities in this area, for example, the healthcare sector, working on diagnostic tools and personalized treatment plans through machine learning, or the finance sector, where algorithms help detect and predict frauds. Developments in e-commerce, automotive, and robotics have led to growing demand for specialists in machine learning. AI and machine learning are gradually being introduced into many business environments, with the result that every day will promise more and better-paying jobs for the future in which a person hopes to grow while advancing specialization in various sectors. This versatility and demand for knowledge of machine learning has made this subject important for technology-savvy people aiming to maximize their technology usage in the future.

    What Are the Requirements for a Machine Learning Training Course in Electronic City?

    • Basic Knowledge of Programming: Familiarity with languages such as Python or R is recommended.
    • Mathematics and Statistics Understanding: A solid foundation in linear algebra, probability, and statistics is essential for grasping machine learning algorithms.
    • Data Handling Skills: Ability to work with data structures and libraries like Pandas and NumPy.
    • Familiarity with Algorithms: Understanding fundamental algorithms and logic to comprehend machine learning models.

    Reasons to Consider Enrolling in Machine Learning Development Training in Electronic City?

    Some benefits that aspiring and established professionals can get from enrolling in a machine learning training With Placement in Electronic City include structured learning from basics to advanced topics, covering algorithms to deep learning and neural networks. With the mastery of these skills, you will learn to solve several high-level and complex, data-driven problems, ultimately those that are core activities in a tech-dominated world today. These skills are in high demand by most industries, including lines like healthcare, finance, retail, and technology; this signifies the importance of this program for career progression. Experience at this training which hands-on with real-world datasets enables you to use theoretical equations in real-world situations. This experience will enrich your understanding and build your preparedness for future challenges that you will face at the professional level. Not only that, but the course also shows you the current trends and developments in AI and machine learning so you will get the latest effective tools and techniques. Also, you will be part of the network of industry professionals and mentors and will learn from their experience and advice to the great success in your field. Last but not least, you can take advantage of a self-motivating environment where you can meet like-minded learners to exchange knowledge and work together. With the increasing requirement for Artificial Intelligence and Machine Learning professional Trainers, certified training makes a significant impact on your hiring rate, although you may not be involved in an inclined position offered by the top tech companies. Be it that you are just starting your career or looking to enhance your current skills; signing up on a machine learning course is an investment for your future career development.

    Techniques and Trends in Machine Learning Training Development?

    • Deep Learning: A subset of machine learning focusing on neural networks with many layers, enabling advanced tasks such as image recognition and natural language processing.
    • Reinforcement Learning: A technique where algorithms learn to make decisions by interacting with an environment, commonly used in robotics and gaming.
    • Transfer Learning: Reusing a pre-trained model on a new problem, which reduces the time and data required to train models.
    • Explainable AI (XAI): Techniques focused on making machine learning models more interpretable to humans, improving transparency and trust in AI systems.

    The Most Recent Machine Learning Training Tools?

    Recent advances in machine learning Program Course in Electronic City have greatly improved both the building and deployment of AI models. TensorFlow 2.0 and PyTorch are two of the best frameworks in the area of deep learning. They offer promising features such as scalability, flexibility, and the ability to handle very complex neural networks. Both frameworks have emerged to be a great source for researchers and also developers-the very strong ecosystem of TensorFlow coupled with dynamic computation graphs from PyTorch. Keras, the frontend to TensorFlow, provides a very user-friendly API, but still allows everyone to construct models regardless of skill level. With traditional ML algorithms such as regression, classification, and clustering, Scikit-learn has just about everything you might need. Pandas and NumPy are important when it comes to data preprocessing or numerical calculation. All this can be done without friction. Now, there also exist Google Colab and Jupyter Notebooks programs where everything can be done in coding, visualization, and sharing without hardware constraints. All the above tools are constantly innovated with newly emerging ideas such as AutoML and distributed computing through which the efficiency and accessibility are improved. They will not be left behind in the innovation of machine-learning tools because they focus on scalability and ease of use. Thus, propelling AI research and application into greater heights.

    Add-Ons Info

    Career Opportunities  After Machine Learning

    Machine Learning Trainer

    Machine learning trainers take great care to devise and implement end-to-end training for professionals and students on different machine learning aspects. This includes the preparation of course materials and interactive sessions, which give exposure and experience on tools such as TensorFlow, PyTorch, and Scikit-learn. Part of the job entails keeping track of progress in participants and providing them with hands-on experience regarding algorithms, neural networks, and data preprocessing techniques. Trainers stay well-groomed.

    AI Curriculum Developer

    AI Curriculum Developer develops and curates learning content for courses on machine learning and artificial intelligence. They bring into the classroom application with examples, case studies, and project-based learning through co-designing the course with industry experts. The job requires an understanding of tools and techniques related to machine learning since these would need to align with the updated current industry standards. Hence, the developers create content that would simplify complex ideas for applicability.

    Data Science Instructor

    An Instructor for Data Science offers introductory to advanced-level courses on various data science topics with a particular focus on machine learning, data visualization, and statistical analysis. They take up students participating in fieldwork, focusing more on the application of models to solve real-world issues. The instructor also trains the learner on the use of tools such as Pandas, NumPy, and Jupyter Notebooks. They prepare now the participants to harness their skills in effectively analyzing data and building predictive models.

    Machine Learning Workshop Facilitator

    Practical sessions on various machine learning techniques through intensive workshops have been a hallmark of a week long workshop series organized by a Machine Learning Workshop Facilitator. They also offer specific sessions on deep learning, reinforcement learning, and AutoML. In such workshops, facilitators expect participation through collaborative coding. It involves practical implementations of concepts learned. Therefore, the workshop is tailor-made according to the skills.

    Corporate AI Trainer

    The Corporate AI Trainer with corporations makes the workforce trigger development and training in AI as well as machine learning technologies. This will involve creating courses that are bespoke to the goals of the organization and the tools and techniques specific to the business. Further, they get into providing consultation on the implementation of machine learning solutions into the already existing workflow, emphasizing practical application and scale of integration.

    Online Machine Learning Mentor

    Mentoring in machine learning online refers to having virtual meetings between students and professionals who want to learn about this branch of computer science. Provision is made for one-on-one meetings for students during which assignments are reviewed and feedback on coding projects is provided. The learner would require assistance in areas such as choice of algorithms, data preprocessing, and hyperparameter tuning. This role requires great communication skills.


    Skill to Master
    Data Preprocessing and Cleaning
    Feature Engineering
    Algorithm Selection
    Model Training and Evaluation
    Hyperparameter Tuning
    ACross-Validation
    Dimensionality Reduction
    Model Deployment
    Data Visualization
    Statistical Analysis
    Natural Language Processing (NLP)
    Deep Learning Techniques
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    Tools to Master
    TensorFlow
    PyTorch
    scikit-learn
    Keras
    XGBoost
    LightGBM
    H2O.ai
    Apache Spark MLlib
    RapidMiner
    Weka
    Microsoft Azure Machine Learning
    Google Cloud AI Platform
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    Our Instructor

    Learn from certified professionals who are currently working.

    instructor
    Training by

    Ravi Kumar , having 12 yrs of experience

    Deep Learning, Computer Vision, and TensorFlow Development.

    Note: Ravi is renowned for his ability to demystify complex neural network concepts and his expertise in deploying computer vision models for real-time applications.

    Job Assistant Program

    We are proud to have participated in more than 40,000 career transfers globally.

    Machine Learning Certification

    Certificate
    GET A SAMPLE CERTIFICATE
  • Enhanced Job Prospects
  • Skill Validation
  • Career Advancement
  • Up-to-Date Knowledge
  • Professional Credibility
  • Networking Opportunities
  • Google Professional Machine Learning Engineer
  • Microsoft Certified Azure AI Engineer Associate
  • IBM Data Science Professional Certificate
  • AWS Certified Machine Learning
  • Certified Machine Learning Professional (CMLP)
  • A machine learning certification does not ensure work, but it can significantly increase your employability and make you a more competitive applicant. Although obtaining a certification can help you land a better job, it also depends on other aspects, including your level of experience, the state of the labour market, and the demands of particular employers.

    Indeed, credentials for a variety of machine learning courses are available. In fact, it may help one understand the many tools, techniques, and frameworks employed in the field in more detail and breadth. Getting several certifications that focus on certain platforms, methods, or advanced topics can help you expand your knowledge and build a well-rounded skill set.

    Pursuing a Machine Learning Training certification can increase your career prospects by giving you in-depth knowledge and practical skills. This emerging field shows rapid growth in the current scenario, and the certification gives proof of expertise to prospective employers. It makes one standout in a competitive job market proving that such a person can implement machine learning models. Furthermore, it provides credibility, boosts confidence, and lets one be up-to-date with the advances in both AI and machine learning technologies in Electronic City to keep oneself relevant.

    To give convenience and flexibility, a multitude of machine learning certification exams are available online. These tests are often administered via remote proctoring in order to maintain the integrity of the testing process. It is important to confirm the specific information and certification criteria.

    Gaining practical experience can prove advantageous in the pursuit of a Machine Learning certification, as it facilitates the application of academic information to real-world situations. Yet, a lot of certifications call for a minimal amount of practical experience and use coursework and tests to evaluate how well you grasp machine learning ideas, methods, and tools.

    The value of an ACTE Machine Learning Certification depends depend on your professional goals and the quality of the program. If the ACTE certification supports your professional goals and provides comprehensive, up-to-date training, it can be worth your time and money to earn it. It can advance your professional development, enhance your resume, and even open up new job opportunities in machine learning.

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    Frequently Asked Questions

    • Yes, demo sessions are available before you commit to the course. This allows you to assess the course content and instructor style to see if it matches your learning needs.
    • These are teachers, who are probably the best qualified professionals in machine learning and data science today. Most of them have worked with some of the best companies in the global technology scenario and have actually applied machine learning to making sense of real-world problems; they have come with experience to classroom teaching. Degrees, advanced qualifications, and certifications; Up-to-date involvement with all the latest trends within the industry, Advantages such as these are taught by experts who mix theory with practice and make learning exciting and very informative to students, no matter their level.
    • Definitely, ACTE offers exclusive placement assistance for students who complete the program in machine learning training. The placement support comprises resume making, interview preparation, and a robust network of hiring partners. The placement team refers students based on their career goals and matches them with relevant opportunities. Job placement is dependent on many different variables, including one's individual performance and market conditions, but ACTE, one of India's most reputed institutions, has a great history of placing students with elite companies in technical and data science areas.
    • ACTE gives a certificate after completing a course in machine learning. This is a widely accepted certification in the industry and signifies one's competency in basic concepts and application skills concerning machine learning. Thus, it becomes an important asset for most job seekers. This validates the candidate's skill and signals to potential employers that they are ready to take on roles in the fast-growing world of machine learning and AI. It is a professional credential that fatten your CV and improves the odds of high-quality job placement.
    • Yes, students work on live projects during the course to gain practical experience. These projects simulate real-world machine learning problems, allowing students to apply their knowledge in a hands-on setting. Students get exposure to actual data, where they can perform data cleaning, preprocessing, and model building. Working on live projects helps build a strong portfolio that can be shared with potential employers to showcase practical skills. The projects enhance learning and make students job-ready, as they gain insight into real-time challenges and solutions in machine learning.

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    • Flexibility: Online, weekends & more.
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    • Lifelong learning: Valuable & adaptable skills.
    • Full curriculum: Foundational & advanced concepts.

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