Data Analytics

Enroll Now $49/-

Course Curriculum:

Module 1: Introduction to Python for Data Analytics

• Setting up Python environment for data analysis
• Introduction to Python programming for data science
• Working with data types and structures in Python
• Control flow and loops for data manipulation

Module 2: Introduction to Data Analysis Libraries

• Installing and configuring essential data analysis libraries (NumPy, Pandas)
• Exploring data using NumPy arrays
• Manipulating and analyzing data with Pandas DataFrames
• Basic data visualization techniques

Module 3: Data Cleaning and Preprocessing

• Handling missing data
• Data normalization and standardization
• Removing duplicates and outliers
• Data transformation techniques

Module 4: Exploratory Data Analysis (EDA)

• Descriptive statistics and summary metrics
• Data visualization for exploration
• Correlation analysis
• Identifying patterns and trends in data

Module 5: Advanced Data Analysis Techniques

• Statistical analysis with SciPy
• Machine learning fundamentals with scikit-learn
• Predictive modeling and regression analysis
• Clustering and classification algorithms

Module 6: Data Visualization and Presentation

• Advanced data visualization using Matplotlib and Seaborn
• Creating interactive visualizations with Plotly
• Designing effective data dashboards
• Communicating insights effectively

Module 7: Real-world Data Analytics Projects

• Hands-on projects to apply learned concepts
• Analyzing real-world datasets
• Solving data analysis challenges
• Presenting findings and insights

Enroll Now and embark on your journey to mastering Python data analytics!