Data Science Fusion: Data Science Bootcamp Cohort W25
in Data ScienceAbout this course
Welcome to Data Science Fusion, a comprehensive journey into the world of data science, where we seamlessly integrate essential tools and techniques to empower you with the skills needed to navigate the complex landscape of data analytics and machine learning.
In this course, we will embark on an exciting expedition that begins with mastering the fundamentals of SQL, the backbone of data manipulation and retrieval. You'll learn how to craft powerful queries, utilize advanced functions, harness the potential of JOIN operations, and leverage the flexibility of subqueries to extract valuable insights from databases.
Moving forward, we'll dive into the realm of Python for Data Science, equipping you with the proficiency to manipulate strings, harness regular expressions, implement conditional statements and loops, design efficient functions, delve into object-oriented programming, and explore a variety of data structures crucial for effective data manipulation and analysis.
As we progress, we'll embark on an in-depth exploration of exploratory data analysis (EDA), where you'll harness the power of libraries such as Pandas, NumPy, Matplotlib, and Seaborn to gain valuable insights from data, visualize patterns, and uncover hidden relationships, laying a solid foundation for data-driven decision-making.
The course further extends into the realm of probability and statistics, where you'll grasp essential concepts ranging from basic probability principles to descriptive and inferential statistics. You'll delve into the art of statistical testing, enabling you to make informed conclusions and predictions based on empirical evidence.
Next, we'll unravel the mysteries of algebra as applied to data science, exploring matrices, vectors, and their applications in machine learning algorithms. You'll understand how linear algebra forms the backbone of many machine learning models, enabling you to grasp the underlying principles with clarity.
Our journey culminates in the captivating world of machine learning and deep learning, where you'll unravel the intricacies of supervised and unsupervised learning techniques, delve into time series analysis, and explore the cutting-edge realms of artificial neural networks (ANNs), convolutional neural networks (CNNs), transformers, and long short-term memory networks (LSTMs).
By the end of this course, you will emerge as a proficient data scientist equipped with a diverse skill set, capable of seamlessly navigating through databases, performing intricate data analysis, deriving meaningful insights, and building advanced machine learning models to tackle real-world challenges head-on.
Join us on this exhilarating journey as we fuse together the essential components of data science, empowering you to unlock the full potential of data-driven innovation and decision-making.
Requirements
Computer
Reliable internet access
processor (i3/i5/i7/i9 any above these)
RAM (min 4gb)
GPU (not mandatory), google colab can be used
Anaconda, VScode, Python, Microsoft SQL Server need to be installed. (installation process will be explained in the live session)
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.
SQL
BootCamp Included
Sessions:
What you will learn?
Technical Skills Mastery: Proficiency in Python and R, advanced statistical techniques, understanding of machine learning algorithms, data wrangling, and visualization skills.
Project Portfolio: A series of hands-on projects and a capstone project to demonstrate your skills and provide evidence of practical experience.
Career Readiness: Resume and LinkedIn optimization, interview preparation, networking opportunities, and job search strategies.
Job Placement Assistance: Access to a job board, career coaching, and an alumni network to help land a job in data science.
Skills Covered
We cover the tools and techniques you need to succeed.
Fundamentals of data science, including data manipulation, statistical analysis, and machine learning techniques.
Mastery of Python for data analysis and visualization, using libraries like NumPy, Pandas, and Matplotlib.
Techniques for analyzing data, including hypothesis testing, regression analysis, and probability theory.
Supervised and unsupervised learning algorithms, model evaluation, and practical applications.
Hands-on experience in cleaning and preprocessing data.
Using tools like Matplotlib, Seaborn, and Tableau to communicate insights from data.
Real-world projects culminating in a capstone project to showcase your skills to potential employers.
Schedule & Enrollment
| AUG 26, 2024 | Monday - Friday | 8 pm - 10 pm | SQL |
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.
