Udemy – Data Science Career Path: 100 Days of Data Science Bootcamp 2025-2

Udemy – Data Science Career Path: 100 Days of Data Science Bootcamp 2025-2 Downloadly IRSpace

Aug 16, 2025 - 07:34 Updated: Aug 17, 2025 - 20:11

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Udemy – Data Science Career Path: 100 Days of Data Science Bootcamp 2025-2

Data Science Career Path: 100 Days of Data Science Bootcamp is an intensive, comprehensive, and uniquely structured course designed for anyone who is truly committed to becoming a well-rounded, career-ready data scientist—regardless of their current background, prior experience, or educational background. Often, learners struggle with scattered resources, conflicting guidance, or theoretical content that doesn’t lead to real competency. This course solves that problem. It’s structured to provide incremental, daily, step-by-step progress, helping you turn knowledge into ability and ability into job readiness.

This 100-day course is not a superficial overview, but a structured, professional roadmap that builds your knowledge, skill set, and intuition in data science layer by layer. The course follows a realistic and operational philosophy using a powerful credit fraud dataset and a set of structured learning blocks, gradually introducing you to the entire data science landscape. Each day in the course, you will engage in guided lessons and practical coding tasks that reflect the daily work of real data scientists.

What you will learn

You will understand the basics of data science, its applications, and the step-by-step process to become a data scientist.
Using Python programming, you will analyze data, from variables and data types to loops, functions, and object-oriented concepts.
You will apply statistics and probability concepts, including distributions, hypothesis testing, and inferential analysis, using Python.
You will perform data cleaning, transformation, and exploratory analysis using real datasets and libraries pandas.NumPy
You will effectively visualize data with Python and create bar charts, histograms, scatter plots, heat maps, box plots, and more.
You will learn the essential mathematics and build machine learning models for regression, classification, and clustering using scikit-learnand properly evaluate them.
You will learn advanced machine learning techniques such as cross-validation, feature engineering, regularizations, and hyperparameter tuning.
You will implement popular group learning methods including Random Forest, AdaBoost, CatBoost, LightGBMand .XGBoost
TensorFlowYou will explore deep learning using neural networks , from data preprocessing to model evaluation.
With real-world projects and assessments, you will gain hands-on experience and build a strong portfolio for the data science field.

This course is suitable for people who:

Beginners in data science.
Ignorant people who think about learning complete data science.
Anyone from any background who dreams of becoming a scientist is given.

Data Science Career Path: 100 Days of Data Science Bootcamp Course Details

Publisher: Udemy
Lecturer: Shahriar’s Analytical Academy
Training level: Beginner to advanced
Training duration: 48 hours and 31 minutes
Number of lessons: 442

Course syllabus in 2025/6

Prerequisites for the Data Science Career Path: 100 Days of Data Science Bootcamp course

No experience needed. You will learn everything necessary to be a data scientist in 100 days.
School-level algebraic mathematics knowledge must be required. That means you are not eligible to get this course unless you pass at least 10th grade of schooling.

Udemy – Data Science Career Path: 100 Days of Data Science Bootcamp 2025-2