Data Science - Complete Roadmap for Career Step-by-Step Guide | The Ehmad Zubair Show ft. Ali Mojiz

This enlightening podcast episode features Ali Mojiz, the Co-Founder of Data Pilot, as we dive deep into the world of data-driven careers. Discover essential skills required to embark on a career in data, understand the varied roles and responsibilities in the field, and explore detailed roadmaps for becoming a BI/Data Analyst, Data Engineer, Data Scientist, or Machine Learning Engineer. This episode offers a wealth of information on industry insights, such as the time required to master data science and the impact of certifications on your career. Ali also shares expert advice on navigating the data landscape, from practical strategies to get hired to the benefits of online learning platforms like Udacity. Whether you're a student just starting or a professional seeking to advance, this podcast is packed with actionable insights and expert knowledge to help you succeed in the ever-evolving field of data. Ali Mojiz's LinkedIn https://www.linkedin.com/in/ali-mojiz For Guest Recommendation 👉 https://forms.gle/DhSSd9WDBsFTNKZs9 For 1-1 career guidance and mentorship 👉 https://topmate.io/ehmadzubair/158221 Want to work with me as a Software Engineer? 👉 https://cogent-labs.hirestream.io/careers/ Join my community here: 👉 https://www.facebook.com/groups/ehmadzubair/ Join Ehmad Zubair's community on WhatsApp: 👉 https://chat.whatsapp.com/H471t8LXJEhGi39qxrVNl2 Audio Podcast Links: Apple Podcast: https://podcasts.apple.com/us/podcast/data-science-complete-roadmap-for-career-step-by-step/id1755694991?i=1000662250986 YouTube Music: https://music.youtube.com/watch?v=sbx-Bo7FDPI&feature=shared Looking for links to the courses, books, and websites discussed in the podcast? Check them out below! 19:00 https://cognitiveclass.ai/ 23:17 https://www.udemy.com/course/data-warehouse-the-ultimate-guide/?couponCode=24T3FS41524 24:16 https://www.fivetran.com/ 24:17 https://www.stitchdata.com/ 26:00 https://www.datacamp.com/blog/how-to-become-a-data-engineer 33:21 https://www.edx.org/learn/statistics/the-georgia-institute-of-technology-probability-and-statistics-i-a-gentle-introduction-to-probability 33:47 https://www.coursera.org/instructor/andrewng 34:02 https://www.deeplearning.ai/courses/ 35:30 https://cognitiveclass.ai/search?q=python 35:35 https://www.coursera.org/specializations/python 35:54 https://www.coursera.org/courses?query=machine%20learning%20andrew%20ng 36:09 https://www.coursera.org/specializations/jhu-data-science 36:47 https://www.coursera.org/specializations/deep-learning 37:22 https://www.amazon.com/Deep-Learning-Python-Francois-Chollet/dp/1617294438 37:57 https://www.amazon.in/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/9355421982 40:18 https://www.udacity.com/course/data-scientist-nanodegree--nd025 40:19 https://www.udacity.com/course/data-analyst-nanodegree--nd002 40:21 https://www.udacity.com/course/deep-learning-nanodegree--nd101 41:31 https://github.com/eugeneyan/applied-ml 44:28 https://ml-ops.org/ 44:53 https://aws.amazon.com/what-is/mlops/ 45:00 https://azure.microsoft.com/en-us/products/machine-learning/mlops/?cdn=disable 45:10 https://cloud.google.com/vertex-ai/docs/start/introduction-unified-platform 1:02:19 https://towardsdatascience.com/ Podcast Chapters 0:00 Highlights 0:30 Introduction 1:11 Journey of Ali Mojiz 4:24 Essential Skills to Start a Career in Data 8:51 Different Roles in Data 10:12 Detailed Role and Responsibilities of a Data Analyst 12:00 Detailed Role and Responsibilities of a Data Scientist 14:35 Detailed Role and Responsibilities of a Machine Learning Engineer 17:02 Ali Mojiz's Experience in Data Jobs 18:12 Roadmap for Becoming a BI/Data Analyst 20:59 Understanding ETL 23:08 Roadmap for Becoming a Data Engineer (ETL) 27:19 How to Land a Job in Data 28:25 Time Required to Learn Data Skills 29:24 Becoming an Expert in Data Analysis in 3 Months 30:28 The Importance of Certifications in Data 31:45 Roadmap for Becoming a Data Scientist 35:47 Roadmap for Becoming a Machine Learning Engineer 39:30 Benefits of Udacity Nanodegrees 42:04 Introduction to NLP (Natural Language Processing) 42:25 Pros and Cons of Different Online Learning Platforms 44:14 Roadmap for Becoming an ML Engineer & ML Ops Engineer 46:04 Tips to Get Hired in Data Roles 47:12 Salary Ranges in Data Roles 50:06 How He Started His Company, Data Pilot 53:18 What Data Pilot Does 54:57 The Future Scope of a Career in Data 59:23 Advice for Students and Professionals