Data Science with AI & ML
Course in Pune
with 100% Placement Assistance

Course Overview:

The Data Science with AI and ML course at MindScripts Tech is your gateway to one of the most in-demand career paths in today’s tech-driven world. Designed for freshers and professionals alike, this comprehensive course will equip you with the skills and knowledge to analyze data, build AI-powered applications, and develop machine-learning models that solve real-world problems.

Key Features:

1. Comprehensive Curriculum: The course is designed to provide in-depth knowledge of MySQL, Excel, Tableau, Power BI, Python, Machine Learning, and AI. This holistic approach ensures students gain expertise across essential tools and technologies in the data science field.

2. Hands-on Practical Training: Students work on real-world datasets and build projects using Tableau, Power BI, and Python. From designing interactive dashboards to creating machine learning models, the course emphasizes practical application over theory.

3. Data Visualization Mastery: Gain proficiency in Tableau and Power BI to create visually compelling dashboards and data reports. These skills are essential for presenting data-driven insights effectively to stakeholders.

4. Advanced Analytics and Programming: Learn Python programming for data manipulation, analysis, and machine learning. The curriculum also focuses on advanced Excel techniques for data analysis, making it easier to manage and interpret complex datasets.

5. Machine Learning and AI: Dive deep into machine learning and artificial intelligence fundamentals, including supervised and unsupervised learning techniques. Build predictive models and understand AI applications in real-world scenarios.

6. Database Management Expertise: Learn MySQL to efficiently handle, query, and manage large datasets. Develop a strong foundation in relational databases and SQL for data-driven decision-making.

7. Industry-Aligned Tools and Technologies: Training is focused on the most in-demand tools like Tableau, Power BI, and Python, ensuring students are job-ready and meet industry expectations.

8. Capstone Project: Work on a comprehensive project that combines data analysis, visualization, and machine learning to solve a real-world business problem, showcasing your skills to potential employers.

9. Placement Support and Career Guidance: Benefit from resume preparation sessions, interview coaching, and placement assistance through MindScripts Tech's extensive network of 1500+ hiring companies.

10. Flexible Learning Options: The course is available online and offline, with flexible batch timings to suit students and working professionals.

Data Science powers today's digital world by turning data into actionable insights, making it one of the most in-demand and high-paying careers.

Course Syllabus:

Excel

• MySQL

• SQL Commands and Data Types

• DQL & Operators

• Case when then and handling NULL Values

• Group Operations and Aggregate Functions

• Constraints

• Joins

• DDL

• DML & TCL Commands

• Indexes and Views

• Stored Procedure

• Function, Constructs

• Union, Intersect, Sub-query

• Exception Handling

MySQL

• Introduction

• Referencing, Named ranges, Uses, Arithmetic Functions

• Logical Functions

• Referring data from different tables: Various types of Lookup, Nested IF

• Advanced Functions

• Date and Text Functions

• Data Handling

• Data Visualization

• Data Summarization: Pivot Report and Charts

• Data Summarization: Dashboard Creation, Tips & Tricks

• Connecting to Data

• VBA & Macros

Tableau

Python Programming

• Introduction to Tableau

• Basic Charts & Formatting

• Filters

• Calculations

• Data Combining Techniques

• Custom Charts

• Analytics & Dashboard

• Groups, Bins, Hierarchies, Sets, Parameters

• Dashboard Actions & Tableau Public

Power BI

• Power BI Introduction and Installation

• The Power BI user interface, including types of data sources and visualizations

• Sample Dashboard with Animation Visual

• Power BI Artificial Intelligence Visual

• Power BI Visualization

• Power Query Editor

• Modelling with Power BI

• Power Query Editor Filter Data

• Customize the data in Power BI

• Dax Expressions

• Custom Visual

• Power BI Service

• Anaconda Installation

• Introduction to Python

• Data Types

• Operators

• Slicing the data

• Inbuilt Functions in Python

• Sets

• Set Theory

• Regular Expressions

• Decision Making Statements

• Loops

• Functions

• Lambda Functions

• Modules

• Pandas

• NumPy

• Matplotib

• Seaborn

Machine Learning (ML)

• ML Fundamentals and EDA

• Linear Regression

• Logistic Regression

• Decision Tree & Random Forest

• Ensemble Techniques

• K Nearest Neighbours

• Support Vector Machine (SVM)

• Naive Bayes

Artificial Intelligence (AI)

• Deep Learning (DL)

• Neural Networks

• Computer Vision (CV)

• Natural Language Processing (NLP)

• Building Chatbot

• Time Series Analysis

• Weather Forecasting- ARIMA Model

• Stock Price Prediction- Sequencing

Tools Covered:

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