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Ranked #1 International Training Institute Rated 4.9/5 by 12k+ Students

Customized Corporate Training

Whether you’re looking to upskill your workforce in data science, machine learning, cybersecurity, financial modelling, or other relevant domain, we’re here to help you succeed.

Contact us to discuss your specific training needs and requirements. Our team will work closely with you to customize our training program and deliver sessions that align with your organizational goals and objectives.
BIA® is highly rated at 4.9-star and is ranked #1 International Training Institute by British Columbia Times, Business World, Avalon Global and several recognized forums, making it a one-stop shop for mastering most sought-after skills and the latest technologies.

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    Certification: Certificate of Course Completion

    Recognizing Proficiency and Readiness of Attendees

    Ranked #1 International Training Institute

    In 2023, by British Columbia Times, Business World & Others

    Custom Training Consultation

    Free Consultation for Customized Training

    Learning Path

    The Learning Path is Customized to Suit the Unique Needs of the Organization

    Training Support

    Access to Learning Material, Troubleshooting Software Tools and Follow-up Resources

    Machine Learning for Problem Solving Course Overview

    Key Highlights

    Immersive Classroom Experience

    Immersive Plus Online Blended Learning

    Globally Recognized Dual Certification

    Modules Integrated with Generative AI

    Real World Projects and Case Studies

    Practical Hands-on Capstone Projects

    Hands-on Training By Industry Experts

    Customized Learning Path

    40+ Hours of Learning & Practical Exercises

    5+ Industry Case Studies and Assignments

    15+ Programming Tools & Technologies

    Dedicated Support

    Syllabus for Customized Corporate Training

    Our customized corporate training syllabus offers practical learning and hands-on exercises, featuring expertly crafted content developed by top industry professionals. Experience a cutting-edge learning journey designed to meet your organization’s unique needs.

    How do you ensure that your training programs are tailored to meet the specific needs of our organization?

    Our training programs are meticulously tailored to meet the specific needs of your organization through a collaborative process of assessment and customization. We understand that every organization is unique, and we work closely with your team to ensure that our training addresses your industry challenges and goals effectively.

    Can you explain your process for assessing our organization’s industry, challenges, and goals to craft the training syllabus?

    Our process begins with a comprehensive assessment of your organization’s industry landscape, challenges, and objectives. This allows us to gain valuable insights into your specific training needs and informs the development of a customized syllabus that aligns with your goals.

    How do your industry-expert trainers blend academic depth with real-world know-how to create a customized learning experience?

    Our industry-expert trainers bring a wealth of practical experience and academic expertise to the table. They blend theoretical knowledge with real-world insights to create a dynamic learning experience that resonates with participants. By combining academic rigor with hands-on application, our training programs equip your team with the skills they need to succeed in today’s competitive landscape.

    How do you maintain open communication and flexibility throughout the training process to ensure alignment with our organization’s evolving needs?

    Our commitment to open communication and flexibility ensures that your organization’s needs are always front and center throughout the training process. Our team is committed to listening to your feedback, making adjustments as necessary, and providing ongoing support to ensure a seamless training experience from start to finish.

    10+ Programming Tools, Libraries & Technologies Covered

    5+ Generative AI Tools, Libraries & Technologies Covered

    Certification

    Sample Certificate of Completion

    Upon successful completion of the course, each attendee will receive the ‘Certificate of Completion,’ acknowledging their proficiency and demonstrating readiness to tackle complex business challenges.

    Explore our AI Powered Centralized Learning Hub

    Our AI powered Learning Management System (LMS) is a centralized hub designed to enhance your data science training course experience. It provides seamless access to study materials, lecture recordings, personalized progress tracking, assignment submission, and automated grading. Additionally, it offers access to BIA® DoubtBuster to help clear any doubts you may have.

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    Data Science Training Course LMS

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      Comprehensive Curriculum

      Our data science for business decision making course curriculum, meticulously crafted and delivered by Industry-Expert Trainers, offers a dynamic fusion of academic depth and real-world know-how.

      Know Your Trainer

      A seasoned expert within your industry of focus, poised to impart invaluable knowledge and insights tailored specifically to the needs of your business. Consider your trainers not only as mentors but as indispensable resources deeply integrated within the professional landscape you’re part of.

      40+ Hours

      Learning & Practicals

      5+

      Projects & Case Studies

      15+

      Tools & Technologies

      DOWNLOAD BROCHURE

      Machine Learning for Problem Solving: Orientation

      • Overview of the Course Modules 
      • Brief on Assignments and Assessments

      Business Problem Understanding and Data Preparation

      • Techniques for conducting stakeholder interviews and gathering requirements. 
      •  Methods for translating business objectives into data science problems. 
      • Advanced techniques for handling missing data, outliers, and skewness in corporate datasets. 
      • Exploratory data analysis (EDA) techniques for identifying patterns and correlations.
      • Performing advanced data cleaning and EDA tasks using Python libraries such as pandas, NumPy, and matplotlib.

      Advanced Feature Engineering and Selection

      • Techniques for handling text data: tokenization, stemming, and vectorization. 
      • Time-series feature engineering: lag features, rolling statistics. 
      • Dimensionality reduction techniques: principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE).
      • Embedded methods: Lasso regression, tree-based feature importance. 
      • Wrapper methods: Recursive feature elimination (RFE), forward/backward selection.
      • Implementing advanced feature engineering and selection techniques using Python libraries such as scikit-learn and feature-engine.

      Model Building and Evaluation

      • Ensemble methods: Random forests, gradient boosting machines (GBM), XGBoost. 
      • Deep learning: Introduction to neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs).
      • Feature importance analysis: Permutation importance, SHAP values. 
      • Model visualization techniques: Partial dependence plots, SHAP summary plots.
      • Building and evaluating advanced machine learning models using scikit-learn, XGBoost, and TensorFlow/Keras. Interpretability and explainability analysis using SHAP and other techniques

      Model Deployment and Productionization

      • Containerization: Docker, Kubernetes. 
      • Model serving frameworks: TensorFlow Serving, Flask.
      • API design and documentation. 
      • Scalability and performance optimization: Load balancing, caching.
      • Deploying a machine learning model using Docker containers and Kubernetes. Implementing API endpoints for model inference using Flask.

      Advanced Topics and Emerging Trends

      • Natural language processing (NLP): Word embeddings, transformers. 
      • Reinforcement learning: Q-learning, deep Q-networks (DQN).
      • Networking strategies: Building professional relationships, attending conferences. 
      • Continuing education: Online courses, workshops, certifications.
      • Exploring advanced topics in data science through interactive discussions and hands-on exercises. Applying cutting-edge techniques to solve complex business problems using Python libraries and frameworks.

      Capstone Project

      • Project and Dataset Assignment by Capstone Mentor
      • Orientation Session by Capstone Mentor – Project Expectations
      • Mentorship Session by Capstone Mentor – Doubt Resolutions
      • Project Presentation

      Learn Through Industry Projects in Data Science and AI

      Highlighting a selection of real-world projects and case studies supported by leading companies across industries

      CO2 Emission Prediction in Automobiles

      Building a model to predict Toyota vehicle CO2 emissions using fuel data for sustainable innovation.

      Predictive Analysis for E-Commerce Success

      Crafting a predictive system to forecast customer behavior using diverse ML algorithms for strategic insights.

      Advanced Phishing Detection

      Developing a system to detect phishing attempts with advanced ML algorithms for enhanced cybersecurity measures.

      Decoding Public Sentiment

      Crafting sentiment analysis, leveraging advanced ML and NLP for deep insights into user sentiments and behaviors.

      Predicting Amazon Book Genres

      Forecasting book genres from text data using advance NLP techniques and Machine Learning algorithms.

      Visualizing Entertainment in Tableau

      Explore Netflix’s global content with Tableau: map, top genres, titles added yearly, and interactive details.

      Forecasting Trends in Banking and Finance

      Predict future stock prices with precision using ARIMA, analyzing history to unveil strategic financial patterns.

      Precise Pneumonia Detection

      Automate pneumonia detection in chest X-rays using CNN, optimizing healthcare workflows, and aiding diagnostics.

      Developing a GenAI Chatbot

      Embark on a culinary adventure with a GPT-powered chatbot, guiding users to master delightful recipes.

      The BIA® Advantage

      Blended Learning Opportunities

      • BIA®’s blended learning experience enables students to choose between lively IN-CLASSROOM sessions or seamlessly attend the same session ONLINE.
      • Our In-Classroom sessions are Live Streamed, allowing students to join in ONLINE mode with real-time options to interact with the trainer and fellow classmates.

      Flipped Classroom Learning

      • Our flipped classroom learning model empowers students to review instructional materials online before class, fostering active discussions, problem-solving, and hands-on activities during face-to-face sessions.

      Asynchronous Learning Modules

      • Elevate in-person learning with our asynchronous modules, featuring quizzes, assignments, lecture recordings, and extra resources. This allows students to revise learning materials at their own pace and according to their preferences.

      Industry Experience

      • Faculty members with significant industry experience bring practical insights and real-world knowledge into the classroom, enhancing the relevance of the course curriculum

      Accessible and Approachable

      • Faculty members are accessible to students, encouraging open communication and providing guidance on academic and professional matters

      Mentorship Initiatives

      • Faculty members mentor students, helping them navigate their educational journey

      Networking Opportunities

      • Creating platforms for students to connect with industry professionals for networking and collaboration

      Hands-On Projects

      • Incorporate practical projects and assignments to provide students with real-world application of theoretical concepts

      Skill-Centric Learning

      • Design courses to focus on developing specific skills in demand within the industry, ensuring attendees are ready to excel in their respective job

      Infusing Advanced Tech into Learning Practices

      • Integrating the latest technological tools and platforms into the learning process to stay ahead of industry trends

      Enrollment Process

      Step 1

      Application Submission

      Prospective students complete and submit an online application form, providing essential profile details.

      Step 2

      Application Review and Discovery Call

      After a thorough review of applications by the academics team, qualified candidates receive a call from our experienced counselor who guides them with the details of data science training course and helps them choose the right learning path that best aligns with their career goals.

      Step 3

      Confirmation and Enrollment

      Successful candidates receive an offer of admission, and upon acceptance, proceed to complete the enrollment process. This includes submitting necessary documents, paying fees, and attending an orientation session to kickstart their educational journey

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      Witness How Our Courses Transform Careers

      Dive in and discover success stories that speak louder than words

      17,000+

      Career Transitions

      50,000+

      Alumni Network

      7,000+

      Industry Mentors and Advisors

      350+

      Corporate Partners
      Amazon

      Amit Mehta, HR Manager

      “Future-proofed for the AI age! BIA grads at Amazon are building cutting-edge robotics systems, transforming the future of logistics.”

      Netflix

      Rahul Sharma, Sr Data Scientist

      “Machine learning mystery solved! BIA grad demystified our data, predicting customer churn before it happens.”

      Tata Motors

      Abhinav Mehra, Sr Data Engineer

      “Our self-driving car project needed a boost! BIA grad’s AI skills supercharged our algorithms, putting us ahead of the pack.”

      Spotify

      Amit Sharma, Data Science Head

      “Sales slump turned data-driven triumph! BIA grad’s AI marketing campaign optimized our ROI, skyrocketing profits for streaming.”

      Student Reviews

      16 July 2022
      Aryan Sharma
      Verified Student

      Enrolling in BIA’s Data Science training course was a game-changer for my career. The comprehensive curriculum and hands-on projects equipped me with the skills I needed to excel in the rapidly evolving field of artificial intelligence. The instructors were knowledgeable and supportive, making the learning experience truly enriching.

      5 September 2022
      Nisha Patel
      Verified Student

      I can confidently say that BIA’s Data Science & AI course is worth every penny. The practical approach to learning, coupled with real-world applications, provided me with a solid foundation in data science. The data science course not only expanded my technical skills but also helped me land a rewarding job in the AI industry.

      19 October 2022
      Rajan Kapoor
      Verified Student

      BIA’s Data Science course exceeded my expectations. The well-structured modules and insightful lectures made complex concepts easy to understand. The hands-on projects were challenging and allowed me to apply what I learned in a practical setting. I highly recommend this course to anyone looking to break into the world of data science.

      8 January 2023
      Priya Reddy
      Verified Student

      The Data Science & AI course at BIA is a perfect blend of theory and application. The course materials are up-to-date, and the instructors are industry experts who are passionate about teaching. The skills I acquired during the data science training course program have opened doors to exciting opportunities, and I am grateful for the knowledge gained.

      27 March 2023
      Anika Singh
      Verified Student

      I chose BIA’s Data Science & AI course after researching various programs, and it turned out to be the right decision. The data science course structure is well-designed, covering essential topics in data science and AI. The support from the instructors and the vibrant learning community made my journey enjoyable and rewarding.

      14 June 2023
      Siddharth Mehta
      Verified Student

      BIA’s Data Science & AI course provided me with the skills needed to tackle real-world data challenges. The data science curriculum is comprehensive, and the practical emphasis ensures that students are job-ready. I am now working in a dynamic data science role, and I owe a large part of my success to the quality education I received at BIA.

      BIA® Alumni Working with Top Global Companies

      Frequently Asked Questions on Customized Corporate Training

      General

      What is BIA's School of Corporate Training?

      BIA’s School of Corporate Training provides comprehensive training solutions tailored for corporate clients, focusing on enhancing skills crucial for business success in various industries. The programs range from emerging technologies like AI, Data Science, Leadership and Management to technical skills, all designed to improve workforce efficiency and adaptability in today's fast-evolving business environments.

      Why Upskill Employees?

      Upskilling employees is vital for boosting overall company productivity, retaining top talent, and maintaining a competitive edge. BIA’s Corporate Training programs help employees stay updated with industry trends, advance their skills, and increase their job satisfaction, leading to better retention rates and a more motivated workforce.

      What is the need for corporate training?

      Corporate training is crucial for enhancing employee skills, boosting productivity, and keeping pace with industry changes. It promotes employee satisfaction and retention by providing growth and development opportunities. Additionally, it helps companies maintain compliance, innovate, and improve overall business performance.

      Does BIA's School of Corporate Training program have any minimum team size requirement?

      Yes, BIA’s corporate training programs generally require a minimum team size to ensure the training is effective and interactive. This size can vary depending on the specific course and its objectives, with tailored programs available to meet the needs of smaller or larger groups.

      Is corporate training necessary?

      Corporate training is essential for any organization that aims to remain relevant and competitive in their industry. Regular training sessions help businesses manage changes in the market, adopt new technologies, and improve employee morale and job performance.

      Can BIA's training be attended from anywhere at any time?

      BIA offers flexible training options, including online live courses which are live streamed that can be accessed remotely from anywhere. These courses are designed to fit various schedules, allowing employees to participate at their convenience, although some scheduled sessions may require attendance at specific times for live interaction.

      Will the participants get a certificate at the end of the corporate training?

      Upon successful completion of the corporate training program, participants will receive an international certificate. This certificate acknowledges their commitment and mastery of the new skills, serving as a valuable addition to their professional credentials.

      How much does BIA's Corporate Training program cost?

      The cost of BIA’s Corporate Training programs varies based on the duration, content, and number of participants involved. Customized training solutions may have different pricing structures. It's best to contact BIA corporate training partner directly for a detailed pricing proposal based on specific training needs.

      How do I make sure my team stays on track and is learning the right topics?

      To ensure your team stays on track, we regularly review the training content and progress against your business goals and objectives. Implementing feedback mechanisms and continuous assessments can also help monitor progress and ensure the training remains relevant and effective.

      Who are your instructors? How do you vet them?

      BIA's instructors are selected based on their industry experience and teaching effectiveness. They undergo a rigorous vetting process that includes background checks, verification of qualifications, and evaluations of their teaching methodologies to ensure they can provide high-quality training.

      Can your Corporate Training Courses be customised?

      Yes, BIA prides itself on offering customizable training courses that can be tailored to the specific needs of your business. This customization allows for addressing particular challenges or goals, making the training more relevant and impactful for the participants.

      How can BIA's corporate training help in improving your company’s sales pipeline?

      BIA’s corporate training programs can enhance your sales pipeline by improving sales strategies, customer relationship management, and negotiation skills among your team members. Effective training in these areas leads to better customer engagement and higher conversion rates.

      What is our training methodology?

      BIA uses a blended learning approach that combines live online training with traditional classroom methods. This approach includes interactive sessions, practical exercises, and real-world case studies to ensure that participants can apply their learning directly to their job roles.

      Do you offer any post-training interventions?

      BIA provides post-training support, which includes follow-up sessions, refresher courses, and access to additional online resources to reinforce the learning and ensure sustained impact.

      Do we provide certifications after every training?

      Yes, BIA provides certificates after every training session, recognizing participants' efforts and achievements in completing the course successfully.

      What sets BIA's Corporate Training Program Apart?

      What sets BIA apart is its commitment to customized training solutions, expert instructors with real-world experience, and its use of the latest training methodologies and technologies. These factors ensure that BIA’s training is not only relevant and up-to-date but also has a tangible impact on business performance.

      Is There Any Minimum Team Size Requirement For BIA's Corporate Training Program?

      Yes, BIA’s programs typically have a minimum team size requirement, which helps ensure that the training environment is conducive to learning and interaction. This requirement can be adjusted based on the specific needs and goals of the training.

      What is Blended Learning?

      Blended learning is an educational approach that combines face-to-face classroom methods with live online streaming. This model is designed to provide a more integrated approach for both instructors and students, enhancing the learning experience through varied content delivery methods.

      What are live virtual classrooms?

      Live virtual classrooms are real-time, interactive classroom environments conducted over the internet, allowing instructors and students to communicate, view presentations, interact with learning materials, and engage with one another just like in a physical classroom.

      What is the mentoring component of blended learning?

      In blended learning, mentoring involves personal guidance provided by experienced instructors or professionals who support learners in understanding course materials and applying them in practical settings, enhancing the overall learning experience and outcomes.

      I want to own a franchisee of BIA's School of Corporate Training. How do I proceed with this?

      To pursue a franchise opportunity with BIA’s School of Corporate Training, start by contacting their business development team through their official website. They will provide you with all necessary details, including investment requirements, training, and support, to help you get started. Connect on +91 96190 00123 to book an appointment with BIA’s franchise partner.

      BIA® Advisory Helpdesk

      Contact

      +1 617 223 6315
      +1 617 849 8482
      +91 96190 00123
      We are available Monday through Saturday during regular business hours.

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