advance data analyst course in mohali
- 1. Data Analyst Course A data analyst course typically covers a range of topics aimed at equipping students with the skills and knowledge needed to analyze and interpret data effectively. Here's a general outline of what you might expect to learn in a typical data analyst course: 1. Introduction to Data Analysis: • Overview of data analysis: its importance, applications, and role in decision-making. • Understanding the data analysis process: data collection, cleaning, exploration, analysis, and visualization. 2. Data Wrangling and Preprocessing: • Cleaning and preprocessing data: handling missing values, duplicates, outliers, and inconsistencies. • Data transformation: reshaping data, handling categorical variables, and encoding data. 3. Exploratory Data Analysis (EDA): • Visualizing data using charts, graphs, and plots. • Descriptive statistics: measures of central tendency, dispersion, and distribution. • Identifying patterns, trends, and relationships in data. 4. Statistical Analysis: • Probability theory and distributions. • Hypothesis testing: understanding p-values, significance levels, and types of tests (e.g., t-tests, chi-square tests). • Correlation and regression analysis. 5. Data Analysis with Python or R: • Introduction to programming languages for data analysis (e.g., Python with libraries like pandas, NumPy, Matplotlib, and seaborn, or R with libraries like tidyverse). • Hands-on exercises and projects to analyze real-world datasets. 6. Database Concepts and SQL: • Understanding relational databases and SQL (Structured Query Language). • Querying databases to extract and manipulate data. • Joining tables, filtering data, and performing aggregations. 7. Machine Learning Fundamentals: • Introduction to machine learning concepts and algorithms.
- 2. • Supervised learning: regression and classification. • Unsupervised learning: clustering and dimensionality reduction Address:- Plot No. F-204, First Floor, Phase 8B, Industrial Area, Sector 74, SAS Nagar, Mohali, 160055 Contact us:- +91 9805581734, +91 7650022421 Email Id:- info@seekhodigitalindia.com Instagram:- SeekhoDigitalIndiaAcademy