What will you learn in Data Science with Python Certification Course
Learn data science fundamentals using Python programming
Explore data wrangling, EDA, and statistical analysis
Work with libraries like NumPy, Pandas, Matplotlib, Scikit-learn, and Seaborn
Build machine learning models including regression, classification, and clustering
Apply concepts through real-world projects using Jupyter Notebooks
Prepare for careers in data science, analytics, and machine learning
Program Overview
Module 1: Python for Data Science
⏳ 1 week
Topics: Python basics, data types, functions, file handling
Hands-on: Create scripts, manipulate data, and solve Python problems
Module 2: Data Analysis & Visualization
⏳ 1 week
Topics: Pandas, NumPy, Matplotlib, Seaborn for data analysis and charts
Hands-on: Analyze and visualize datasets using bar charts, histograms, and heatmaps
Module 3: Statistical Computing & Probability
⏳ 1 week
Topics: Descriptive statistics, probability distributions, hypothesis testing
Hands-on: Perform t-tests, chi-square tests, and build statistical reports
Module 4: Machine Learning Algorithms
⏳ 2 weeks
Topics: Supervised vs unsupervised learning, linear/logistic regression, SVM, clustering
Hands-on: Build, train, and evaluate machine learning models using Scikit-learn
Module 5: Time Series & Text Data Analysis
⏳ 1 week
Topics: Time series forecasting, NLP basics, sentiment analysis
Hands-on: Predict trends using ARIMA and extract features from text
Module 6: Capstone Project & Interview Prep
⏳ 1 week
Topics: Real-life data science problem, resume prep, interview Q&A
Hands-on: Solve a business problem using end-to-end data science techniques
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Job Outlook
Data science professionals are in high demand across tech, finance, and healthcare
Common roles include Data Scientist, Data Analyst, ML Engineer, and AI Specialist
Salaries range from $90,000 to $140,000+ globally depending on role and location
Python remains a top language for data science, enhancing job mobility
Specification: Data Science with Python Certification Course
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