Post by Souparno Ghose

Hello Everyone, I am thrilled to announce that I have completed the IBM Data Science Professional Certificate.   The Professional Certificate contained the completion of 10 courses which showed me the journey of becoming a Data Scientist from beginner to advanced level. I obtained knowledge on many different topics like Data Science Methodology, Different Languages used for Data Science(Python, R, Julia, etc.), Managing Databases using SQL and concepts of RDBMS, Visualization using Matplotlib, Seaborn, etc. Also, different processes for Data Collection, Pre-Processing, Data Wrangling, and Data Evaluation were explained in great detail.   I learned different Machine Learning Models for Model Deployment and Model Evaluations like Regression(Simple, Multiple, Polynomial), Classification (KNN, Decision Tress, SVM, etc), and Clustering(k-means). For Evaluation, different types of errors and evaluation metrics(F1-score, Jaccard Index, P-values, Confusion Matrix, MSE, R square, etc.) were also covered in the courses.   I am grateful to all the instructors in all the courses for teaching every concept in the finest detail and providing labs for applying the ideas. I am now very excited to use all the techniques in different real-world projects that would help to gain more insights into the Data Science Field. Celebrating my new certification!