Features
- Lectures - 25
- Duration - 15 Weeks
- Case Studies and Assessment - 10+
- Delivery Mode - Online/Offline
- Batches - Weekdays/Weekend
- Capstone Projects - 10+ projects (Choose anyone)
Data science is the process of extracting information from data using various methodologies. Identifying the issue, conducting an exploratory analysis on the data, modelling the data using various algorithms, and finally visualising the results using graphs, dashboards, and other tools are all part of the process.
Program Overview
- This program is specially designed to give a strong foundation of Data Science and Business Intelligence. You will get a brief knowledge on Statistical Analysis, Data Preparation and Machine Learning, Tableau/Power BI reporting and SQL querying. After completing this course, you will be able to extract, manipulate data from RDBMS and create reports and dashboard in Tableau/Power BI. After completing this course, you will be able to solve business problems using Data Analytics and Business Intelligence.
Program Structure
- Pre-Learning: Before you come in, get ready for the program. You will get a series of online recorded tutorials on basic Statistics, SQL, Power BI, Tableau, Excel and Introduction to Data Science.
- 325 Hours Program: Here, you will get hands-on experience with Python, SQL, Power BI, Tableau, Statistics, Machine Learning & Deep Learning Techniques.
- Post Program: Post Program: Learning does not stop here. After completing the program, you will work on a capstone project, case studies. A doubt clearing session is provided post-program. You will be working on any 1 capstone project from the list of a few projects of your choice.
Eligibility:
- Education – Graduate in Math, Science, Commerce, Statistics, Economics or Management.
- Work Exp – Fresher or Experienced in any disciplinary field.
Sample Certificate-
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Introduction To Advanced Statistics [7 hours]
Introduction to Statistics, Descriptive Statis, Population and Sample, Types of Data, Percentile, Quartile, IQR, Corelation and Covariance, Measure of Central Tendency, asymmetry and variability , Skewness, Kurtosis, Central Limit Theorem, Confidence Interval, Hypothesis Testing, p-value, T-test, Z-test
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Python Programming [7 hours]
Introduction to python, Variables, Operators, Datatypes and its operations, Data structures and its operations, Functions, **kwargs, *args, Module, Class, Numpy, Pandas, Matplotlib, Seaborn
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SQL Introduction [3 hours]
BASIC OF DATABASE, TYPES OF DATA BASE, DATA TYPES, SQL OPERATORS, EXPRESSION (BOOLEAN, DATE, NUMERIC), CREATE, INSERT, DROP, TRUNCATE, DELETE, ALTER, UPDATE, SELECT, RANGE OPERATER, IN, WILDCARD, LIKE CLAUSE, CONSTRAINT, AGGREGATION FUNCTION, GROUP BY, ORDER BY, HAVING, JOINS, CASE, COMPLEX QUERIES
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Machine Learning [18 Hours: Supervised Learning (13hours), Unsupervised Learning (5 Hours)
Introduction to Machine Learning, Types of Machine Learning, Linear regression, Logistics Regression, Support Vector Machine, K Nearest Neighbour, Naïve Bayes, Decision Tree, Random Forest, PCA, Clustering
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Introduction to Deep Learning (2 Hours)
Introduction to Deep Learning, Feed Forward Network, Fully Connected Network, Activation Functions, Optimizers
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Tableau [12 hours]
TABLEAU PRODUCTS, INSTALLATION OF TABLEAU DESKTOP/PUBLIC, CONNECTING TO DATABASES, REPLACING DATASOURCE, TABLEAU CANVAS INTERFACE, DATA TYPES, DRILL DOWN, HIREARCHIES, MEASURES, DIMESIONS, SORTING, GROUPING, PARAMETER, SETS, COMBINE, DATA BLENDING, FILTER, MARKS CARD, DUAL AXIS, CALCULATED FIELD, VISUALZATION, CANVAS FORMATING, DASHBOARD CREATION
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Power BI [12 hours]
POWER BI PLATFORM, PROCESS FLOW, FEATURES, DATASET, BINS, PIVOTING, QUERY GROUP, DAX FUNCTION, FORMULA, CHARTS, REPORTS, DASHBOARDS
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Program Benefits
- ✔️ Cutting Edge Curriculum: Hand crafted Course content made by Experts from various Industries. Learn through Practical case studies and multiple projects.
- ✔️ Cutting Edge Curriculum: Hand crafted Course content made by Experts from various Industries. Learn through Practical case studies and multiple projects.
- ✔️ Build Solid Foundation: 72 hours focused course on Machine Learning & Artificial Intelligence.
- ✔️ On the Go Learning: Online accessible E-learning Material, recorded lectures, case studies and Research Paper through our system.
- ✔️ Industry Mentorship: Get 1 to 1 guidance from Industry experts and start your career in Data Science.
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Skills you will possess post program
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Capstone Projects
