Best Data Science Training Institute
Learners 1000+
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Best Data Science Course to Learn in Classroom / Online Format from Best Data Science Training Institute QuickXpert Infotech known for Quality Training in Reasonable Fees and Placements!
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About Data Science -
It is Umbrella term that covers everything like analysing data, data cleaning, data visualization etc. As name suggest it is science of analyzing data to extract meaningful information from it to help management take decisions for company. Machine Learning and Adv. Machine Learning or Aritificial Intelligence (A.I.) provides various Data Analysis Algorithms to solve Data Analysis projects. Finally data is represented graphically or summary data using visualization tools like Tableau, Power BI etc. Hence Data analytics or Data Visualzization comes in combination or required along with Data Science. Combination of both makes you a Data Scientist!
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About Our Data Science & Analytics Certification Course -
This course is targeted to both freshers and experienced who wish to become a Data Scientist! Course covers 10+ case studies across multiple industries to help you understand how to implement data science models for real time scenarios. In Analytics you will be learning both SQL and Analytics tool because data science output is represented Analytically using Analytical Tools like Tableau or Power BI. Hence the combination of Data Science and Analytics is most preferred in Industry with Excellent Pay Package!
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What You Will Learn ?
Python, Python Analytics, SQL, Tableau, Statistics, Data Analysis, M.L. Algorithms, Neural Networks, A.I., Tensor Flow, Keras, Advanced Libraries, Image Processing, Text Analytics, NLP etc.
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Any Pre-requisites -
None. Any one from IT or non IT can learn. Students from any IT / Engg. Background Preferred.
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Scope & Job Openings -
Very High with Good Pay
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Jobs Roles Targeted -
Data Scientist, Machine Learning Engineer, Data Engineer, Data Science & Analytics Engineer etc.
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Training Packages -
1. Data Science, 2. Data Science & Analytics
Syllabus
Job Opportunity
Data Science & Analalytics Course
- Installation & Configuration
- Using Professional Tool - MySQL Workbench
- Create Database
- Create Database Objects
- Create Tables
- Implementing Foreign Keys
- Using Auto Increment
- Indexes & Index Types
- Constraints
- Foreign Keys & index
- Primary key & index
- Unique key & index
- Not null constraint
- DML Operations
- Insert
- Update
- Delete
- Select Queries
- Basic Queries
- Using AND & OR conditions
- Using in, between, distinct and like keywords
- Sorting in ascending and descending order
- Functions
- Trim
- Uppercase
- Lowercase
- LengthPosition
- Left
- Ifnul
- Substring
- Substringindex
- Date
- Numbers
- Convert
- Cast etc.
- Groups
- Understanding Grouping Columns Usage - Dos & Don’ts
- Grouping Functions o Min o Max o Sum o Count o Average o Distinct Count
- Using Having Clause
- Filtering on grouing functions
- Multi column groups
- Joins
- Creating Foreign Keys and use them in Joins
- Inner Join or Natural Join
- Left Outer Join
- Right Outer Join
- Full Outer Joins
- Complex Join Queries etc
- Views & Inline Views
- Subquery
- Create Complex Queries
- Using Joins, Groups, Views & Subquery all together
- Creating tables using queries
- Inserting, Update & Delete using Select Queries
- Mini Project / Case Study
- Installation and Configuration
- Introduction to Tableau
- Architecture
- Data Model
- Data Connection with single data sources
- Data Joins
- Working with multiple data sources
- Data Blending
- Difference between joining and blending data
- Tableau Interface
- Measures and dimension
- Shelves
- Show me
- Data Types
- Default Properties
- Marks Card
- Page Shelf
- Saving and sharing your work-overview
- Difference between .twb and .twbx
- Discrete vs Continuous
- Date Aggregations and Date parts
- Cross tab
- Totals & Subtotals
- Chart Types
- Bar Charts & Stacked Bars
- Pie Chart
- Line Graph with Date
- Line Graph without Date
- Area charts
- Tree Map
- Word Cloud
- Packed Bubble
- Box & Whiskers Plot
- Scatter Plots
- Highlight tables
- Heat maps
- Data Visualization
- Geographical fields
- Map options
- Run Time Columns
- Calculated Fields
- String Calculation
- Data Calculation
- Logical Calculation
- Numeric Calculation
- Parameters
- Table Calculations
- Level of detail
- Data Formatting
- Legends
- Highlights
- Labelling
- Number Formats
- Alignment
- Advanced Functionalities
- Sorting
- Groups
- Sets
- Hierarchy
- Reference and Trend Lines
- Edit Axis
- Bins
- Filters
- Dimension Filter
- Measure Filter
- Filter - Display Option
- Context Filters
- Relevant Filters
- Sets in filters
- Conditional Filters
- Advanced Charts
- Pareto
- Waterfall
- Funnel
- Waffel Chart
- Dashboards
- Dashboard Objects
- Dashboard Actions
- URL
- Highlight
- Filter
- Advanced Interactivity
- Publish to Web
- Case Studies / Project
- Data Visualization & Analytics
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- Data Sources
- from SQL (MySQL)
- from Flat Files (CSV / Excel etc.)
- from Python
- Introduction & Installation
- Introdution to Python & Python Analytics or Adv. Python
- Python / Anaconda Installations & Configuration
- Programming Basics
- Variables
- Data Types
- User Inputs
- Unpacking
- Boolean Practice
- What If, Else and If, Making Decisions
- Loops
- Functions
- Creating Functions
- Using Built in Functions
- OOPs Programming
- Modules
- Classes & Objects
- Inheritance
- Overloading
- Composition
- Data Structures
- List
- Tuple
- Set
- Exception Handling
- MySQL Server Setup
- Installing and Configuring MySQL Server
- Creating Database
- CRUD Operations
- Create Tables
- Insert
- Update
- Delete
- Database Integration with Python
- Connection to Database from Python
- Writing functions to handle database operations
- CRUD Operations in python
- Web Scrapping
- Getting Data from Any Website using Python (new)
- Data Analytics in Python
- Installing & Understanding Analytics Packages
- NumPy Array Operations
- Pandas Data Frame Operations
- Data Acquisition (Import & Export)
- Indexing
- Selection
- Sorting
- Filtering
- Group By
- Binning
- Concatenation
- Merge
- Append
- Drop
- Data Visualization in Python
- Installing Librarires
- Matplotlib
- Seaborn
- Charts & Plots
- Histogram
- Scatter Plots
- Box Plots
- Line Chart
- Bar Chart
- Pie Chart etc.
- Dashboards
- Project
- Installing Librarires
- Beautiful SOAP library
- Project
- Machine Learning Examples
- Introduction to Machine Learning & Data Analysis
- Machine Learning Examples
- Statistics & Exploratory Data Analysis (EDA)
- Descriptive Statistics
- Descriptive Analytics
- Measure of Central Tendency
- Dispersion
- Probability Distribution
- Correlation & Covariance
- Inferential Statistics
- Diagnostic Analytics
- Outliers | Missing Values
- Sparsity
- Inferential Statistics
- Random Sampling
- Hypothesis Testing
- Supervised Learning
- Installing & Using Scikit-Learn Package
- Linear Regression
- Multi-Linear Regression
- Stepwise Regression
- Logistic Regression
- Sigmoid Function
- Entropy
- Information Gain
- Gini Index
- Decision Tree (CART)
- Ensemble Learning
- Random Forest
- xgBoost
- K Nearest Neighbors (KNN)
- K Selection
- Distance Metrics
- Support Vector Machine (SVM)
- Kernel Functions
- Naive Bayes Classifier (NBC)
- Perceptron Learning
- Multi Layer Perceptron (MLP)
- Unsupervised Learning
- Hierachical Clustering
- Dendograms
- K Means Clustering
- Association Rule Mining
- Recommendation Engine
- Model Improvement & Validation
- Regularization
- Lasso
- Ridge
- ElasticNet
- Cross Validation
- ROC Curve
- Confusion Matrix
- Overfitting
- Underfitting Problems
- Precision vs Recall
- F1 Score
- Type I vs Type II Error
- Ensemble Modeling (Bagging | Boosting | Stacking)
- Feature Selection
- Feature Extraction
- Dimensionality Reduction
- Principal Component Analysis (PCA)
- Multi class Classification
- Linear Discriminant Analysis (LDA)
- Scree Plot
- Elbow Method
- Time Series Forecasting
- Time Series Data
- Trend Chart
- Stationarity
- Seasonality
- Moving Average
- Exponential Smoothing
- ARIMA
- GARCH
- When to Use Which Algorithms!
- Projects / Case Studies
- 1) Real Estate Price Prediction
- 2) Fraud Detection Problem in BFSI domain
- 3) Disease Detection in Healthcare domain
- 4) Market Segmentation in Advertising Sector
- 5) Market Basket Analysis in Departmental Sector
- 6) Passenger Forecasting in Aviation Sector
- 7) News Classification in Media Sector
- 8) Dashboard (Visualization Tool)
- Please Note - Case studies / projects changes from time to time and will be covered along with their respective modules.
- End to End Data Analysis Project using Python, Tableau, SQL, M.L., Flat files etc.
- Intro to AI & Neural Networks
- Deep Learning vs Machine Learning
- Tech Advancement
- All about Artificial Neural Networks (ANN)
- Understand How Deep Neural Network Works?
- Different variants of Gradient Descent
- Stochastic Gradient Descent vs Adam vs Others
- Hyper parameter Tuning
- Batch Size
- Learning Rate
- Momentum
- Deep Learning in Python
- Deep Learning packages in python
- Google TensorFlow Framework
- Model Building with default TFLearn API
- Keras Vs TFLearn Vs Pycharm APIs
- Model Building with Keras API Wrapper
- Activations
- Optimizers
- Losses
- Validation
- Evaluation Metrics
- Keras Backend
- Callbacks - Early Stopping, TensorBoard
- CNN - Convolutional Neural Networks
- Understanding Architecture & Visualizing a CNN
- Kernel
- Depth
- Pooling
- RNN - Recurrent Neural Networks
- Recurrent Neural Network Model
- Training RNNs with Back-propagation
- Long Short-Term Memory (LSTM)
- Gated Recurrent Unit (GRU)
- Text Analytics / NLP - Natural Language Processing
- Understanding Text Mining & Analyti
- Tokenization
- Stop Word Removal
- Stemming
- Lexical Analysis
- Projects & Case Studies
- Image Recognition using MNIST Dataset
- Object Recognition using CIFAR-10 Dataset
- Speech Recognition (Google Voice | Alexa | Siri)
- Sentiment Analysis and Word Clouds
- Chat Bot Building
- Please Note - Case studies / projects changes from time to time and will be covered along with their respective modules.
Syllabus
Tools You Will Learn
Why get Trained from us ?
Training From Experts
Personal Attention
80% Practical
Training Material
Course Completion Certificate
Live Projects / Case Studies
Interview Preparation
Placements etc.
Frequently Asked Questions
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Quick info about us?
We are among Leading Institutes in Mumbai known for Quality Training for IT Courses & Placements! Overall 9+ yrs in IT Classroom and Online Training, ISO Certified, Placements, 1000+ Companies, 1000s Trained! Our Live Projects - BiodataKing.com, MarriageOnix.com etc. Delivered Multiple Corporate Trainings to companies like GeBBS Healthcare, Infogix, NMIMS etc. For more info please visit home page.
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How Online Lectures Will be Conducted ?
Live Lectures On Gotomeeting, Googlemeet, Zoom etc. Trainers will be Live so your doubts will be solved live via screenshare.
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Do You Have Classroom Training?
Yes in Thane (Mumbai) ! opp. Thane west railway station. 1 student 1 laptop policy. Address mentioned below. For other locations Live Online Trainings Only.
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Placement Assistance?
Yes 100% - We are fully Committed for Your Sucesss! Placement assistance will be provided until you get job until max 1 year (more than sufficient). Best thing about us - Dedicated HR for placements, Overall 1000+ companies, Many of our students Got Jobs WITHIN 2 months of course completion! Check our recent placed students on our Google / FB page and on placement page here on website.
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What if i Miss a Session ?
Don't worry - Either in Classroom or Online if you miss a session Recording of Lecture or repeat lecture provided.
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Group Discounts?
Yes - Please talk to counsellor.
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Do You Provide Corporate Trainings ?
Yes. We have delivered corporate trainings to NMIMS, Infogix, GeBBS Healthcare solutions, PDG Softwares etc. Please submit inquiry form to convey your requirements.
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Any Other Queries?
Please submit inquriy form.
Need More Info?
What Our Students Say
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Kiran Soni
I had joined QuickExpert for digital marketing course. The training i have received was great all the necessary things plus which are important for the organizational level were covered while teaching under the guidance of Kunal sir, I gained every relevant knowledge. Also the HR ma'am Asmita ma'am had helped me for the interview preparation and for placement. With help of them I got selected in Klick Infrasoft LLP. Thank you for helping me throughout the course and guiding me towards the first step of my career. -
Shiva Dasari
I have joined for Dot net Course under Kundan sir. Especially he is good and friendly in nature and clarifies all the doubts . They built my confidence by providing good knowledge. When it comes to institute fees is really very less as compared to other institutes. Yus I am placed...?? Thanks @QuickXpert -
Pranav Bhor
I joined plsql under Narendra sir coaching ....sir is superb in teaching has very good knowledge...i joined fr the purpose of getting job and i got the job while plsql course was going on ... highly recommended classes ...lots of practical teaching which helped me to get good command on sql . -
Abhinaya Ayer
I took a training course in Java. It covers core java, advanced java and hibernate, spring framework. The teaching is really good and helpful. Most of the important topics are covered. And this training made me better in understanding java code and in creating it too. It also covers html, css, jquery, ajax and javascript in the advanced java section. All of this really helped to better my knowledge. I got placed because of the institute's recommendation. I am really happy and thankful to the institute. -
Anjani Choudhary
One of the best training institution for java courses. 100% practical based training environment with skilled corporate trainers. Trainers always available there to clear doubts. As promised earlier they helped me to get placed in good organization and finally I got placed from QuickXpert Infotech in Java J2EE. -
Tanmay Soparkar
Excellent Academy.Industry oriented teaching.Helps in cracking interviews. -
Trupti Mangale
Provides nice training to freshers. -
Harshada Bhanushali
Class is full support to the name as it is process of ordinary to expert.
Certification
We are an ISO 9001:2015 Certified Institute. Hence All our students get a valid course completion certificate with an ISO mark on it!
Our Students Placed in
(few mentioned below)
Training Inquries
Call / WhatsApp - +91-7506252588, 7276681665
Timings - Mon to Sat - 10.15am to 7pm & upto 4 pm on Sun
Email us - info@quickxpert.in
Address - 101, Prestige Chambers CHS Ltd., opp Thane west rly stn, Besides Maurya Hotel. Mumbai 400601