Description
Because there are so many areas and data points that a data scientist must deal with on real-world projects, you need practice and experience to become an expert in Data Science. Each new project brings new learning outcomes that improve your data experience. Although a technical degree can help you get started in data science, you must continue to develop and maintain your data skills by working on many real-world projects. Furthermore, working on data science projects will boost your confidence and knowledge and showcase projects on your resume.
TechClass Data Science Capstone Online Course will give you a taste of what data scientists go through in real life when working on data. By completing this capstone project, you will get an opportunity to apply the knowledge and skills that you have gained throughout the data science program. It will test your skills in data visualization, organization, analysis, wrangling and preprocessing, model training, evaluation, and inference.
Table of contents
Chapter 1: Intro to Course
- 1.1. Welcome!
- 1.2. About TechClass Data Science Department
- 1.3. Our Approach in This Course
- 1.4. Your Expectations, Goals, and Knowledge
- 1.5. Abbreviations
- 1.6. Copyright Notice
Chapter 2: IBM Employee Attrition Prediction
- 2.1. About the Project
- 2.2. Dataset
- 2.3. Project
Chapter 3: Tiny ImageNet Image Classification
- 3.1. About the Project
- 3.2. Dataset
- 3.3. Project
Chapter 4: Netflix Hidden Gem Score Prediction
- 4.1. About the Project
- 4.2. Dataset
- 4.3. Project
Chapter 5: Finishing the Course
- 5.1. What We Have Learned
- 5.2. Where to Go Next?
- 5.3. Your Opinion Matters
- 5.4. Congrats! You did it!
Study Options
At TechClass, we understand that every learner is unique. That's why we offer two flexible and engaging learning paths to cater to your individual needs and preferences.
Self-Paced Learning: The Power to Learn at Your Own Pace
Our Self-Paced Learning option puts you in complete control of your educational experience. Gain access to a wealth of carefully curated digital resources, including interactive videos, quizzes, and assignments that you can study at your convenience. This approach empowers you to balance your personal, professional, and educational life seamlessly, progressing at a pace that aligns with your goals and commitments. Take charge of your learning and achieve mastery on your terms.
Learn moreBlended Learning: The Best of Both Worlds
Experience the perfect blend of online and in-person learning with our Blended Learning workshops. This approach combines the flexibility of self-paced study with the dynamic engagement of instructor-led workshops. Dive into our comprehensive digital resources and then enhance your understanding by attending interactive workshops led by industry experts. Benefit from real-time feedback, group discussions, and hands-on activities to solidify your knowledge and develop essential skills. Our Blended Learning path fosters collaboration, cultivates critical thinking, and offers a rich learning experience tailored to your success.
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Training Support
Graduation
Training Certificate
Upon completing this training path, you will receive a certification from TechClass that recognizes your expertise and knowledge in your field. With this certification, you can demonstrate your skills and knowledge to employers, clients, and peers, and take your career to the next level.
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