INTRODUCTION
There are various Data Analytics courses available. Still, we have chosen some of the highly rated courses for you, and in this blog, we will help you to decide the most suitable Data Analytics course for you. To this, we will use various factors like Pricing & Duration,Core syllabus Assigmnets, Projects , Internship & Job Placement etc
1) Basic But Important
a) PW ( Physics Wallah)
Pw offer 6 Months live training of Data Analytics in English and Hinenglish language both Live session will take place on every weekends and after its Get recorded lectures on weekly basis.,Course fee is around 20k Check latest price
b) simplilearn
Simplilearn offers 11 months Online Live training , name Professional Certificate Program in Data Analytics and Generative AI in collabration with IIT guhwati and IBM ,
- Course fee is around INR 1,20000 Check latest price
- Curriculum deliveredin live online classes by experienced industryveterans
Admission Eligiblity & Criteia
- Should have a bachelor’s degree with an average of 50% or higher marks
- All interested candidates are required to apply through the online application form
- An admission panel will shortlist the candidates based on their application
- An offer of admission will be made to the selected candidates and is accepted by the candidates by paying the program fee
c) wscubetech
wscubetech offers 20 weeks Online Live training , name Data Analytics Mentorship Program
- Course fee is around 54k Check latest price
- Curriculum deliveredin live online classes by experienced industryveterans
Admission Eligiblity & Criteia
- Should have a bachelor’s degree with an average of 50% or higher marks
- All interested candidates are required to apply through the online application form
- An admission panel will shortlist the candidates based on their application
- An offer of admission will be made to the selected candidates and is accepted by the candidates by paying the program fee
2)Syllabus Covered
a) PW ( Physics Wallah)
In this Course You will be going to learn almost every important concept of data analytics like Python,My SQL, Power BI,Excel,Statistics,Machine Learning,AWS and if want to discuss about curiculum in detail
1 ) Python
- Python Basics Basics Data Structure & OOPs concept.
- Advance Python Concepts like handling errors and exceptions, logging event details, making python modules. Databases and Web API
- Get familiar with DBMS like MySQL(SQL) & MongoDB(No-SQL). Creating API connections using Python. Basic understanding of Web application architecture.
2) Statistics
- Basics in Statistics Get familiar with statistical concepts.
- Advance Statistics Get familiar how statistics makes impact behind any business idea to be implemented.
3) ML1
- Get familiar with fundamental terminologies in the Data Science domain.
- Feature Engineering Get familiar how statistics makes impact behind any business idea to be implemented.
- Exploratory Data Analysis Learn to use Statistics to explore data and nd insights from the data to monitor key parameters. 1 2 3
- ML Algorithms
- Learn the fundamental ML algorithms used in Industry: – Regression Models – SVM – Clustering Algorithms – Decision trees, and Ensemble Techniques
4) SQL
- Learn about use case of SQL, Types of data and commands in sql
- Loading data and creating table Learn how to import data from excel or create table in my sql server
- Keys Learn about primary key, foreign key and others key
- Dive deep into SQL Learn about functions, joins and Subqueries Mastering Advanced SQL Windows Functions , CTE Query and Data modelling 4 Excel 6
5) Power BI
- Learn about components , installations, user interface loading data in power bi
- Visualisation in Power Bi Diferent types of inbuilt charts (line , funnel, ribbon & many more) Custom Visuals (Sunburst , Word Cloud Butterly & More)
- Dax Function Importance of DAX & its function
- Power Bi Advance Learn about connectivity, Creating report and power Bi Architecture
6) Excel
- excel from scratch like row, columns, cells , ribbons , toolbars, worksheets & Workbooks
- Functions in Excel
- predefned functions arithmetic and logical functions , Lookups
- Data Cleaning ,Validation & Visualisation Formatting of data , handling duplicates , Goal seek , What if Analysis & Finalise with visualisation part like pivots slicers dashboards
7) AWS
Collecting Data on AWS :
- The Kinesis Family, Amazon Kinesis Data Streams, Amazon Kinesis Data Firehose, Data Transfer with Snowball and Direct Connect, AWS Database Migration Service
- Storing Data on AWS Data Storage with Amazon S3, Other AWS Data Storage Solutions
- Processing Data on AWS Processing Data with Lambda and Glue, Understanding the Hadoop Ecosystem,Processing Data with EMR , Automating Data Processing
- Analyzing Data on AWs Data Analytics on AWS – Amazon Elasticsearch, Amazon Athena ,Kinesis Data Analytics, Amazon Redshift
- Visualizing Data on AWS Introduction to AWS QuickSight, AWS QuickSight in Action Securing
- Data Analytics Pipelines on AWS AWS Authorization and Authentication Mechanism, AWS Data Protection and Encryption Strategies
b) simplilearn
Simplilearn have divided its Core Course into Various modules like
1.Business Analytics with Excel
In which topic covered like
- Conditional Formatting andEssential Functions
- Dashboard Creation
- Analysis with Pivot TablesExcel in Business Analytics Statistical Data Analysis
Power B I& Many More .
2.Data Acquisition and Manipulation using SQL
In which topic covered like
- Understand database structures and relationships
- Utilize common query tools and execute SQL commands
- Master transactions, table creation, and views
- Execute and comprehend stored procedures & Many More
3.Extract, Transform and Load (ETL)
Which Covered Topic Such As
- Identify and access diverse data sources (databases, APIs, files, etc.), understanding source connections and configurations
- Extract structured/unstructured data employing incremental and full extraction techniques
- Load transformed data efficiently into target repositories, optimizing loading for performance
- Optimize ETL processes for enhanced speed and efficiency and learn parallel processing techniques & Many More
4.Data Visualization using Tableau
- Acquire expertise in visualization techniques, including heat maps,
treemaps, waterfalls, and Pareto charts - Manipulate data effectively using filters, parameters, and sets
- Learn how to create various charts, interactive dashboards, captivating story interfaces, and effective datasharing methods
- Gain proficiency in data blending,creating extracts, and organizing/formatting data effectively & Many More
5.Fundamentals of Python Programming
- Attain proficiency in proceduraland object-oriented programming
- Understand Python’s benefits and practical applications Master Python data types,
- operators, and string functions
- Explore Python loop types and variable scope within functions etc & Many More
5.Data Analytics with Python
- Develop proficiency in retrieving and managing data through Application Programming Interfaces (APIs) for analytical purposes
- Utilize SQL and Python for robust database management, ensuring seamless data handling and analysis
- Analyze and interpret time-based
- data patterns and trends
- Conduct ANOVA and Chi-Square tests for varied data sets and derive meaningful insights & Many More
6.Data Analysis and Visualization with
Python by IBM
- Master data analysis using Python
- Acquire skills in importing, cleaning, and preparing datasets
- Develop proficiency in building data pipelines
- Explore Python’s data visualization libraries, including Matplotlib, Seaborn, and Folium & Many More
7.Essentials of Generative AI, Prompt Engineering & ChatGPT
- Build a solid understanding of diverse generative AI models, encompassing their core principles and variations
- Apply effective prompt engineering techniques to enhance performance
and manage generative AI model behavior - Acquire familiarity with fine-tuning methods to personalize and refine ChatGPT models
- Gain insights into the transformative potential of generative AI across industries while evaluating leading generative AI tools & Many More
8.Applications of Generative AI in Data Analytics
- Understand the fundamental concepts and importance of generative AI within modern data analytics
- Employ generative AI techniques to address data scarcity and generate synthetic data for testing models, privacy-preserving analysis, and data augmentation
- Apply generative AI to discover hidden patterns, identify anomalies, and extract insights from data exploration Optimize ETL processes and data
- pipelines by leveraging AI for automated data cleaning, intelligent transformation, and real-time analysis & Many More
9.Data Ethics
- Recognize the relevance and significance of data ethics in the field of data analytics
- Familiarize yourself with data protection laws and regulations like GDPR and CCPA
- Implement ethical practices in data visualization and communication
- Investigate ethical challenges during the development and deployment of ML and AI models & Many More
C) Wscubetech
Wscubetech have divided its Core Course into six milestone like
1.Get started with Excel
- Overview of Excel include Dealing with Raw Data ,Formatting in Excel etc
- Deep Dive with Excel – II includes Data Connectors, Adding Conditional Columns using Power Query Editor , etc
Master Advanced Excel – III includes Pivot Tables , Charts , Creating a Dashboard etc
2.Programming with SQL ,
- Welcome to MySQL includes Basic MySQL Syntax , Dealing with Null Values etc
- Advanced SQL Queries and
Functions in MySQL includes Functions , Case Operator , Joins etc - Advanced SQL Concepts and
Techniques in MySQL includes Subqueries , Stored Procedures , Window Functions etc
3.Data Visualization using Power BI
- Data Visualisation with Power BI includes Data Connectors,Power Query Editor and Tools etc
Advanced-Data Modeling and DAX in Power B includes Data Modelling and Cardinality,Cross Filter Direction etc
- Visualizations and Dashboard
Creation in Power BI includes ChatGPT for Measures , Column Charts and Slicers etc
4.Data Visualization using Tableau
- Data Visualisation with Tableau includes Overview of Tableau Software , Connecting to Data Sources etc
- Advanced Data Visualization and
Storytelling with Tableau includes Creating Geographic Mapse , Create Data Hierarchies etc
5. Python & Libraries
- Maths & Applied Statistics includes Descriptive Statistics , Hypothesis Testinge etc
- Python Basics includes Datatypes and Variables , Data Structures etc
- Python Advance includes In built Modulese , Pickle Library etc
- Python Libraries – I includes Cleaning Data with Pandase, Merge, concatenate and join Pandas etc
- Python Libraries – II includes WebScrapinge, BeautifulSoup and Requests
Library etc
6. Python & Libraries
- Machine Learning – I includes Linear Regression , Decision Treese etc
- Machine Learning – II includes Clustering Algorithms , Hierarchical clustering etc
- AI for Data Analytics includes Generating code & debugging error , Exchanging Data Cleaning Skills etc
- Career, Portfolio & Inteview
Preparation includes Portfolio Creatione , Github etc
6.Drop into our jam sessions where creativity explodes and learning turns lit. It’s all about working on real-world datasets while building domain knowledge.
- Explore collaborative sessions focusing on applying data analytics in practical settings.
- Get the opportunity to work on real datasets with peers, enhancing both learning and domain expertise
3) Projects & Other Offerings
a) PW ( Physics Wallah)
Every module includes assignments and quizzes designed to reinforce your learning and test your understanding.
For each assignment, you’ll receive detailed solutions to help you evaluate your approach and understanding.
Daily Doubt Session If you encounter any error in your learning journey we are here help to help join our daily doubt session Monday to Friday at 6 PM IST
Along with Curriculum session you get Weekly sessions to revisit recorded lectures.
practice bridging theory through industry-led projects.
- PYTHON
- Working on census data of US to analyse, factor influencing the living standard of people living USA.
- SQL
- Working Airport data to analyse insights data and identify factor which can optimise operations.
- Power Bi
- Working on superstore dataset to analyse and create insightful dashboard which can help business grow.
- AWS
- Working on airlines data to get data from storage by creating ETL and analysing all in AWS.
- ML project
- Helping banks to identify potential clients to whom they can sell there products and services.
b) simplilearn
Attend online interactive masterclasses delivered by industry leaders
from IBM. These masterclasses will equip you with the skills to give your
organization a competitive advantage in any industry by using data to make
decisions, extract business insights, and predict future trends..24/7 support through email, chat, and calls. their team provides on-demand assistance through community forum. Moreover, you will have lifetime access to the community forum even after completing your course..
practice bridging theory through industry-led projects.
- Develop a conversational chatbot that can engage in meaningful dialogues, answer questions, provide recommendations
- Utilize an SQL database to map employee performance and construct reports for their appraisals
- Leverage SQL to generate reports using historical airline data, aiming to enhance services and improve customer experience.
- Prepare a dashboard to keep the police department and the city updated on the statistics of crime events. You are required to create a dashboard and a visual story using Tableau.
- Create an interactive Sales Dashboard for an apparel OEM in Tableau for the
Sales department to use for ad-hocanalysis and reporting - Develop an e-commerce app on the Python platform that could categorize, add or remove items from the cart and support different payment options
- & Many More
b) WsCubetech
Sharpen your skills by learning through course assignments, and regular assessments and quizzes
practice bridging theory through industry-led modulewise projects .
- McDonald’s Restaurant Sales Analysis As an data analyst at a McDonald, you have been tasked withExcel proficiency, develop a comprehensive dashboard. Analyze
sales data to optimize staff management, identify peak days,
busy hours, best selling dishes, and popular cuisines - Swiggy Analysis Using SQL Swiggy seeks insights from its SQL dataset. Implementsophisticated SQL queries with intricate joins for in depth
analysis and strategic decision making. - ITC Hotels Revenue Analysis
ITC aims to develop a Power BI dashboard to analyze hotel
booking data across metro cities. Determine occupancy rates,
average revenue per room, and RevPAR to optimize revenue strategies Airbnb Property Management
Optimization Airbnb aims to develop a Tableau dashboard for optimizing rental strategies, enhancing customer satisfaction, and maximizing revenue for property owners & Many More
Certifcates & Placement
a) PW ( Physics Wallah)
- Interview Prepration
- Get Sessions like linkedin profile building, Resume prepration
2. Certification
- Attain industry renowned certificates for internship and course completion
3. Alumni Network
- Leverage high-impact alumni network of PW Skills learners
b) simplilearn
- Simplilearn’s JobAssist helps you get noticed by top hiring companies
2. Certification
- Upon completing the Professional Certificate Program in Data Analytics and
Generative AI, you will receive a program completion certificate from the E&ICT Academy at IIT Guwahati. - You also have a chance to earn IBM certificates for the IBM courses you complete
3. Eligibility for a campus immersion program organized at IIT Guwahati
- Leverage high-impact alumni network of PW Skills learners
4. Simplilearn’s JobAssist helps you get noticed by top hiring companies
c) WscubeTech
- Simplilearn’s JobAssist helps you get noticed by top hiring companies
2. Certification
- Complete this Data Analytics program and score a Certificate
of Completion. - You also have a chance to earn IBM certificates for the IBM courses you complete
3. Eligibility for a campus immersion program organized at IIT Guwahati
- Leverage high-impact alumni network of PW Skills learners
4. Simplilearn’s JobAssist helps you get noticed by top hiring companies