Master Data Science, Analytics, and AI: From Basics to Breakthroughs
in Data ScienceAbout this course
The 7-Month Data Science, Analytics, and AI Bootcamp is a transformative program designed to take you from foundational data skills to mastering advanced technologies like Generative AI, NLP, and data visualization tools such as Power BI and Tableau. Whether you are new to the field or looking to enhance your career prospects, this bootcamp offers a structured pathway to success.
Through a combination of live, interactive classes and hands-on projects, you will develop skills that are highly sought after in today's data-driven world. The curriculum is carefully designed to cover everything from basic Excel functions to advanced deep learning concepts, ensuring that you are equipped with both the technical expertise and the practical know-how to excel in the field of data science and AI.
Our live classes, conducted 5 days a week for 2 hours per day, offer real-time interaction with expert instructors who bring industry experience to the virtual classroom. This ensures a dynamic learning experience where you can ask questions, collaborate with peers, and gain practical insights. Outside of class, you’ll have access to mentorship sessions, assignments, and capstone projects that provide a deeper understanding of real-world applications.
One of the unique features of this program is its strong focus on employability. Through partnerships with leading companies, we provide personalized career support, including resume building, interview preparation, and access to exclusive job opportunities. By the end of the course, you’ll not only have an impressive portfolio of projects but also the confidence and connections needed to launch or advance your career in data science, analytics, or AI.
Join this bootcamp to become a part of a thriving community of learners and professionals dedicated to making an impact in one of the most exciting and rapidly evolving fields in the world!
Requirements
processor (i3/i5/i7/i9 any above these)
GPU (not mandatory), google colab can be used
RAM (min 4gb)
Anaconda, VScode, Python, My SQL softwares need to be installed. (installation process will be explained in the live session)
computer and reliable internet
Courses in this Certificate Program
This is the recommended order, but some courses may be taken in a different order. See the FAQ for more details.
BootCamp Included
Sessions:
What you will learn?
Master Essential Tools: Excel, SQL, Python, Power BI, Tableau, TensorFlow, and more.
Build Advanced Expertise: Develop projects using Machine Learning, Deep Learning, NLP, and Generative AI.
Create a Portfolio: Complete real-world projects to showcase your skills.
Get Job Ready: Gain career guidance and access job opportunities through our partner network.
Join a Thriving Network: Be part of a community of learners and professionals to grow your career.
Skills Covered
We cover the tools and techniques you need to succeed.
Develop a solid understanding of data science principles, including data manipulation, statistical analysis, and the basics of machine learning techniques. Gain insights into how these concepts are applied in real-world scenarios.
Learn Python for data analysis, visualization, and automation. Master libraries such as NumPy for numerical computations, Pandas for data manipulation, and Matplotlib/Seaborn for data visualization, enabling efficient and scalable workflows.
Explore hypothesis testing, regression analysis, and probability theory to make data-driven decisions. Gain expertise in descriptive and inferential statistics for summarizing and interpreting complex datasets.
Acquire hands-on experience in cleaning, transforming, and preprocessing raw data. Learn techniques to handle missing data, remove inconsistencies, and prepare datasets for analysis or machine learning.
Master essential Excel functions like sorting, filtering, and using formulas for data analysis. Learn to create Pivot Tables, charts, and use advanced functions like VLOOKUP and MATCH to analyze and visualize data efficiently.
Gain expertise in creating compelling visualizations using tools like Power BI, Tableau, Matplotlib, and Seaborn. Learn how to build interactive dashboards and communicate insights effectively to stakeholders.
Understand supervised and unsupervised learning algorithms, model evaluation techniques, and time-series analysis. Apply these concepts to solve real-world problems, such as classification, prediction, and clustering.
Dive into advanced AI techniques, including building models with Artificial Neural Networks (ANNs), Convolutional Neural Networks (CNNs), and Transformers. Understand the applications of LSTMs for sequential data like time-series and NLP.
Master text processing techniques such as tokenization, lemmatization, and sentiment analysis. Use popular NLP libraries like NLTK and SpaCy to build chatbots, text classifiers, and other text-based AI applications.
Develop a deep understanding of linear algebra, matrices, vectors, and calculus as they apply to data science and AI. Learn how these mathematical concepts power machine learning and optimization models.
Learn about the fundamentals of Generative AI, including Transformer architectures and GPT models. Gain hands-on experience building AI-driven applications for content creation, chatbots, and other generative tasks.
Schedule & Enrollment
Tuition & Financing Options at Baacumen Bootcamps
Investing in Your Professional Growth
Baacumen recognizes that investing in your education is an important step towards your career in business analysis. Our bootcamp is designed to provide you with the tools and knowledge necessary to excel in the field.
Current Financing Option: Installment Payments
To facilitate this investment, we currently offer an installment payment plan that allows you to spread the cost of tuition over the duration of the bootcamp. This plan is designed to give you the financial flexibility you need to manage your education expenses without the need for immediate full payment.
Coming Soon: 0% Interest Financing
We are also excited to announce that a 0% interest financing option is in the works and will be available soon. This forthcoming program aims to make our bootcamp even more accessible by allowing you to finance your education at no additional interest cost.
Tuition Reimbursement Assistance
For those whose employers offer tuition reimbursement, Baacumen is prepared to assist with the necessary documentation to help you take advantage of this valuable benefit. Our team will provide support in navigating your employer's reimbursement process.
Transparent Pricing
Our pricing is straightforward, with no hidden fees. The total cost of the bootcamp will be provided upfront, ensuring you can plan your finances with clarity and peace of mind.
Stay Informed
We encourage potential and current students to contact our admissions/support team for the most up-to-date information regarding our financing options. Our team is dedicated to helping you find the best way to invest in your future at Baacumen.
Baacumen is committed to making our educational offerings as accessible as possible. We are here to support your journey to becoming a skilled business analyst and look forward to welcoming you to our bootcamp.
Interactive Learning
To enhance the learning experience across various bootcamps through engaging, hands-on activities that promote practical skills, teamwork, and immediate application of knowledge
Format and Tools
Live Coding Sessions and Demonstrations: Instructors showcase real-time problem-solving and coding, applicable to software development, cloud configurations, data analysis, etc
Virtual Labs and Simulations: Platform-agnostic environments where participants can practice skills relevant to their course, from cloud service configurations to cybersecurity attack simulations.
Interactive Quizzes and Coding Challenges: Diverse, course-specific quizzes and challenges that test and reinforce learning outcomes
Collaborative Projects in Breakout Rooms: Encourage peer-to-peer learning and teamwork on projects that mimic real-world scenarios.
Discussion Forums and Q&A Sessions: Digital platforms for ongoing dialogue, resource sharing, and mentorship between participants and instructors
Content Module
1: Fundamental Skills Development
Interactive Tutorials: Step-by-step guides and exercises for foundational skills, tailored to the bootcamp topic (e.g., programming basics, cloud principles, security protocols).
Skill-Building: Learning experiences that make mastering fundamental concepts enjoyable and memorable
2: Applied Techniques and Tools
Tool Exploration Workshops: Hands-on sessions exploring essential tools and technologies specific to the bootcamp focus, using virtual labs for practice.
Configuration and Deployment Races: Timed exercises to apply configurations or deploy applications/services, fostering a competitive yet educational environment.
3: Real-World Application and Problem-Solving
Scenario-Based Exercises: Participants tackle real-world problems in a controlled environment, applying course concepts to find solutions.
Project-Based Learning: Collaborative projects that require participants to apply a wide range of skills to complete, reflecting real-world tasks and challenges.
4: Advanced Concepts and Innovations
Emerging Technologies Workshops: Sessions focused on the latest innovations relevant to the bootcamp field, encouraging participants to stay ahead of the curve.
Creative Solution Challenges: Participants use advanced concepts to propose innovative solutions to complex problems, encouraging out-of-the-box thinking.
Interactive Learning Outcomes
Practical Proficiency: Direct application of concepts through hands-on practice ensures participants develop practical skills relevant to their field.
Adaptability and Problem-Solving: Interactive challenges and real-world scenarios enhance participants' ability to adapt and solve complex problems.
Collaboration Skills: Team projects and discussions promote effective communication and teamwork, crucial for professional success.
Continuous Learning and Curiosity: Exposure to emerging technologies and creative problem-solving exercises fosters a mindset of continuous learning and innovation.
Career Support
Resume and LinkedIn Profile Workshops: Guidance on crafting impactful profiles to stand out to employers.
Interview Preparation Sessions: Strategies and tips for mastering job interviews, including mock interview practice.
Industry Networking Opportunities: Access to networking events and connections with a wide range of industry professionals.
Job Placement Assistance: Help in identifying and applying to suitable job opportunities after completing bootcamps.
Expert Instructors
Our instructors are verterans of their field and experienced educators, driven to help you succeed.
