Best Data Science Course Training in Thane - Fees, Placements
Learners 1000+
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Best Data Science Course in Thane to Learn in Online / Classroom Format and Get Certified from Best Data Science Training Institute QuickXpert Infotech known for Quality Training in Reasonable Fees and Placements!
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About Our Data Science & Analytics Certification Course with Real Time Projects -
Learn from basics of Python to advanced A.I. and Analytics modules on Real Time Projects under or Experts. Can be learnt by both freshers and experienced to become a Data Science Professional
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What You Will Learn ?
Python, Python Analytics, Statistics, Data Analysis, M.L. Algorithms, Neural Networks, A.I., Deep Learning, Tensor Flow, Keras, Advanced Libraries, Image Processing, NLP, SQL, Power BI etc. with projects
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Jobs Roles Targeted -
Data Scientist, Machine Learning Engineer, Data Analyst etc.
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Any Pre-requisites -
None. Any one from IT or non IT can learn.
Syllabus
Syllabus
Data Science & Analalytics Course
- 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
- Decision Tree (CART)
- Ensemble Learning
- Random Forest
- xgBoost
- K Nearest Neighbors (KNN)
- Support Vector Machine (SVM)
- Kernel Functions
- Naive Bayes Classifier (NBC) / MultinomialNB Algorithm
- GRID SEARCH CV AND RANDOM SEARCG CV
- Linear Discriminant Analysis (LDA)
- Unsupervised Learning
- Hierachical Clustering
- K Means Clustering
- Dimensionality Reduction
- Principal Component Analysis (PCA)
- Time Series Forecasting
- Time Series Data
- Trend Chart
- Stationarity
- Seasonality
- Moving Average
- Exponential Smoothing
- ARIMA
- GARCH
- Model Improvement & Validation
- Regularization
- Lasso
- Ridge
- ElasticNet
- Cross Validation
- Methods
- Sigmoid Function
- Entropy
- Information Gain
- Gini Index
- Feature Selection
- Ensemble Modeling (Bagging | Boosting | Stacking)
- K Selection / Distance Metrics
- Kernel Functions
- Elbow Method
- Metrics
- MAE / MSE/ RMSE / R2 and Adjusted R2
- AUC ROC CURVE
- Precision
- Recall
- F1 score
- Confusion Metrics
- Only Theory
- SMOTE and near miss
- EXTRA TREE CLASSIFIER (Random forest)
- TPOT
- LOG LOSS
- CROSS VALIDATION
- KERNAL PCA
- LIGHT GBM and cat boosting
- DBSCAN
- MINI BATCH K MEANS
- Passive Aggressive Classifier Algorithm
- Facebook Prophet
- time series RNN LSTM
- 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.
- 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
- Stochastic Gradient Descent vs Adam vs Others
- Hyper parameter Tuning
- Batch Size
- Learning Rate
- Momentum
- Transfer Learning
- vgg16
- Activations
- Optimizers
- Losses
- Validation
- Evaluation Metrics
- Keras Backend
- Callbacks - Early Stopping, TensorBoard
- vgg19
- Kernel
- Depth
- Pooling
- resnrt 50
- NLTK
- Simple NLTK
- Stemming
- Lemitaization
- Regex
- Stopwords
- Corpus
- Unigram
- Bigram
- Trigram
- BAG fo words(count vectorization)
- TD-IDF-term frequency inverse document frequency 1
- Word embedding
- word 2 vec --cbow / skipgram
- glove
- Fasttext
- Keyed vector
- LSTM / RNN (bidirentional)
- GRU(theory - Arthiecture build )
- 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.
- Oracle 18/21c Installation
- Basics
- Oracle Basics
- Database models
- ER Model Overview
- Data types
- Understanding Test Database
- Basics Queries
- Arithmetic and String functions
- DML Operations - Insert, Update and Delete
- FETCH command - Top N, Top % Rows
- Writing Queries
- Filters
- DISTINCT
- BETWEEN
- IN
- LIKE
- NOT
- NULL
- AND, OR, NOT etc
- Using Complex Data Filtering Techniques
- Sorting
- Ascending Order
- Descending Order
- Complex Sorting
- Functions
- String Functions - lower case, uppercase, substring, instring, trim etc.
- Number Functions
- Date Manipulation
- Null Value Functions - NVL, NVL2, NULLIF, COALESCE
- Conditional Expressions - Case and Decode
- Groups
- Basics
- Grouping functions - AVG, MIN, MAX, COUNT, DISTINCT COUNT etc
- Grouping Filters - HAVING
- Rollups & Cubes
- Analytic (Window) Functions
- Over() with summary functions
- Partition By Queries
- ROW_NUMBER()
- RANK()
- DENSE_RANK()
- Joins
- Cartesian Product
- Equi and Non-Equi Joins
- Left Outer Join
- Right Outer Join
- Full Outer Join
- Self Join
- Complex Queries - Joins & Groups Integration
- SET Operators
- Union
- Union All
- Intersect
- Minus
- Subquery
- Single Valued Row Sub Query
- Multi Valued Sub Query
- Views
- Inline Views
- ROWID & ROWNUM
- TOP N Analysis or Complex Inline View
- DDL
- Tables - Create, Alter, Drop
- Indexes - Types, Create, Drop
- Constraints - Not Null, Primary Key, Unique Key, Foreign Key
- Sequence
- Synonyms
- Foreign Keys
- DML operations - Insert, Update & Delete
- Insert, Update, Delete & Truncate
- Common Operations
- Creating Tables using queries
- Bulk Data Inserts using Queries
- Transactions ( T SQL)
- Commit
- Rollback
- Savepoint
- DCL - Grant & Revoke
- Project
- Introduction to Power BI
- What is Power BI and Why Power BI
- Installing Power BI Desktop
- Exploring the Power BI Workflow
- Adjusting the settings of the Power BI Desktop
- Comparison of Power BI vs Other Reporting Tools
- Getting and Transforming Data with Power BI Desktop
- Connecting to different sources
- Connecting to multiple sources
- Different connecting Options(DirectQuery vs Import Data Vs Live Connection)
- Shaping and transforming data with Power Query
- Editing,Merging,Appending queries etc
- Advance Importing techniques without coding
- Data cleaning & Advance data cleaning
- Modeling with Power BI
- Introduction to Modeling
- Building Relational Models(Setup and Manage Relationships)
- Creating table relationships
- Understanding the filter flow
- Cardinality and Cross filtering
- DAX
- Understanding Dax Syntax
- Calculated Columns vs Measures
- Common Dax functions and formulae
- Understanding the evaluation context in DAX
- Visualising Data with Reports
- Creating Visualisations
- Color & Conditional Formatting
- Setting Sort Order
- Scatter & Bubble Charts & Play Axis
- Tooltips
- Slicers, Timeline Slicers & Sync Slicers
- Cross Filtering and Highlighting
- Visual, Page and Report Level Filters
- Drill Down/Up
- Hierarchies
- Constant Lines
- Tables, Matrices & Table Conditional Formatting
- KPI's, Cards & Gauges
- Map Visualisations
- Custom Visuals
- Managing and Arranging
- Drillthrough
- Custom Report Themes
- Grouping and Binning
- Bookmarks & Buttons
- Introduction to Power BI Service
- Introduction to the Power BI Service
- Quick Tour of Power BI Service
- Connecting to Data from Power BI service
- Building Blocks of Power BI Service
- Sharing and Collaboration Tools in Power BI Service
- Sharing and Collaboration Options Overview
- Publish from Power BI Desktop
- Publish Reports to Web
- Printing and Exporting from Power BI Service
- Sharing Reports & Dashboards
- Workspaces (My Workspace vs App Workspace)
- Publishing Apps in Power BI Service
- Row Level Security in Power BI Desktop and Service
- Power BI Gateway and Refreshing Datasets
- Understanding Gateways in Power BI
- Difference between Personal and On-Premise Gateway
- Installation of Personal Gateway
- Installation of On Premise Enterprise Gateway
- Setting Up a Gateway in Power BI Service
- Understanding Data Refresh(Manual vs Scheduled Refresh)
- Troubleshooting Refreshing scenarios
- A.I. in Power BI
- Advance Report techniques
- Best Practices
- Pkg1 - Data Science - 3.5 to 4 months
- Pkg2 - Data Science and Analytics - 6 months
- Customized training available
- Pkg1 - Data Science - ₹35000(Classroom) / ₹30000(Online)
- Pkg2 - Data Science & Analytics - ₹50000(Classroom) / ₹45000(Online)
- customized training available
- can pay in installments
- Upcoming Batches
Tools You Will Learn
Why get Trained from us ?
9+ yrs in IT Training
Get Trained from Experts
100% Job Oriented Programs
80% Practical
Study Material / Notes
Course Completion Certificate
Live Projects / Case Studies
Interview Preparation
Best Placement Service
1000+ Companies
Weekdays/Weekend Batches available - Upcoming Batch
Data Science Projects
Few of the projects covered in one of our batches
Our Google Reviews
About Us
9+ yrs in IT Training
ISO Certified Institute
Online & Classroom Training
100% Job Oriented Programs
Best Placement Service
1000+ Companies
Reasonable Fees
Free Demo
Lots of students got placed within just 2 months of completion of training!
Training Process
Trending Courses
Overall 1000+ Companies - Few Mentioned Below
- 1. Darwin Platform Group of Companies
- 2. Expound Technivo Pvt Ltd
- 3. Aniruddha Telemetry Systems
- 4. Acura Solutions
- 5. Yash Technologies
- 6. AQM Technologies Pvt Ltd
- 7. Dusane Infotech
- 8. Freight Tiger
- 9. Aeon IT Solutions Pvt. Ltd.
- 10. AG Technologies Pvt.Ltd
- 11. Binateit IT Services Pvt Ltd
- 12. Arine Solutions Private Limited
- 13. AscenWork Technologies Private Limited
- 14. Prisma AI Corporation Pte. Ltd.
- 15. Miscot Systems Pvt. Ltd.
- 16. Appetals Solutions Private Limited
- 17. Ardentia Technologies Pvt. Ltd.
- 18. Atri technocrat
- 19. G-Square Solutions Private Limited
- 20. Nevpro Business Solutions(NBS) Pvt. Ltd.
- 21. Beehive Software Services Pvt Ltd.
- 22. BestoSEO Solutions
- 23. Billtrace infotech Pvt Ltd
- 24. EYECATCHERS
- 25. Brandintelle Services
- 26. Bristlecone
- 27. CMOTS Internet Technologies
- 28. Cirrius Technologies Private Limited
- 29. Digi Midas
- 30. Dure Technologies Pvt Ltd
- 31. eBrandz Solutions Pvt. Ltd.
- 32. Edelweiss Capital
- 33. EDUSOFTERP
- 34. DigiFinTax Solutions Private Limited
- 35. T3 Softwares
- 36. Big Rattle Technologies
- 37. Eviska Infotech Pvt Ltd
- 38. Unichem Laboratories Ltd.
- 39. Retail Whizz Solutions Private Limited
- 40. Focus Management Consultants Pvt ltd
- 41. Gratitude India
- 42. Hero MotoCorp Ltd.
- 43. HR Mantra Software Pvt Ltd
- 44. Ideatore Interactive Solutions Pvt. Ltd.
- 45. iGenesis Technologies
- 46. Impulse Digital
- 47. Inspeero Technologies
- 48. Intellecta Consultants
- 49. Job Proffer.com
- 50. Brilino Pvt Ltd
- 51. Galentic Technologies Private Limited
- 52. Hurix Systems Private Limited
- 53. SECURITY SOFTWARE & SOLUTIONS LLP
- 54. Steadfast IT Consulting Pvt Ltd
- 55. Kores
- 56. Genirex Intellect Team Pvt Ltd
- 57. V2STech Solutions
- 58. Meru Mobility Pvt Ltd
- 59. Propellum Infotech Pvt Ltd
- 60. BarrierBreak Solutions Pvt. Ltd.
- 61. Eziway Global Management
- 62. Goldimine Electrosystems Pvt. Ltd.
- 63. Marathe Infotech Pvt. Ltd
- 64. Master Computech Pvt. Ltd.
- 65. Svatantra Micro Housing Finance Corporation Ltd
- 66. Mphasis
- 67. NDS GLOBAL
- 68. Nebula Personalization Tech Solutions Pvt. Ltd
- 69. Nestor Marketing
- 70. Net Gains Technologies Pvt Ltd
- 71. Nimap Infotech
- 72. Open Radix Software Solutions
- 73. Opportune Technologies Pvt Ltd
- 74. Optimum Financial Solutions Pvt. Ltd
- 75. Pinnacle People Solutions Pvt Ltd
- 76. Qtech Software Pvt. Ltd
- 77. SAAR IT Resources Pvt. Ltd
- 78. Saba Technosoft
- 79. Sahu Technologies
- 80. Core Ocean Solutions LLP
- 81. Seclore Technology Pvt Ltd
- 82. Sitel
- 83. SMART SIGHT INNOVATIONS
- 84. SME MaXX
- 85. Spider Software Pvt Ltd
- 86. iFAST Financial India Private Limited
- 87. Code array Technologies Pvt. Ltd
- 88. Tata Consultancy Services
- 89. TurtleDove Technologies
- 90. Network Techlab (India) Pvt. Ltd
- 91. Jyoti Plastics Works Pvt Ltd
- 92. ALFA KPO PVT LTD
- 93. The Oberoi Group
- 94. ThinkApps Solutions Private Limited
- 95. Transovative Solutions Pvt. Ltd.
- 96. TranzDigi
- 97. Ugam Solutions
- 98. Virtual Splat Software Pvt. Ltd.
- 99. Techatalyst Software Pvt. Ltd.
- ... 1000+ companies
FAQs
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More info about QuickXpert Infotech?
✓ 9+ yrs in IT Training & Placements
✓ Among Top Institutes in Thane Mumbai region for IT training and placements.
✓ ISO Certified
✓ Training Modes - Live Online and Classroom
✓ Trained Students Globally - Trained both Indian and international students from countries like US, UK, Germany, Dubai etc. in Live online training
✓ Our Live Projects - MarriageOnix.com, BiodataKing.com etc. (can check on your mobile)
✓ Corporate Trainings Delivered - To organizations like GeBBS Healthcare, PDG Softwares, NVest solutions etc.
✓ Individual Attention
✓ 100% Job Oriented Programs
✓ Interview Preparation
✓ Resume Building
✓ Best Placement Service:
⇒ 1000+ Companies
⇒ Dedicated HR for placements
⇒ For quick results, placement support starts even while training is ongoing if some criterias are fulfilled.
⇒ As a result, lots of students got placed within just 2 months of completion of training!! Check photos with company names on placement page.
✓ Reasonable Fees
✓ Installments available
Looking for Training?
Inquire Now -
Is FREE Demo available?
Yes. Every week.
Book Demo -
Upcoming Batch?
New batches at regular intervals. Limited seats per batch. Please inquire for upcoming batch timings.
Upcoming Batches -
Do you provide Corporate Trainings?
Yes. Our Corporate Clients - NMIMS (among top MBA colleges in India), GeBBS Healthcare Solutions, PDG Software India Pvt Ltd, NVest Solution Pvt Ltd etc.
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How online trainings conducted?
via Zoom / Google Meet / Gotomeet etc. Instructors will be live and it will not be pre-recorded lectures with live doubt solving via screen share.
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What if i miss a session?
Either in classroom or Live Online Training if you miss a lecture then lecture recording will be provided so that your training completes on time.
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Will I get training certificate?
Yes, on completion of training.
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Group discounts?
Yes available. Please submit inquiry form for details.
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Do You Provide Computers / Laptops for Practice?
Yes
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Can i bring my laptop for practice?
Yes
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More Queries?
Please visit home page and also submit inquriy form on this page. Our counsellors will get back to you shortly during working hours.
Inquire Now
Contact Us
Mon to Sat - 10.15am to 7pm & upto 4 pm on Sun
Call us -
+91-7506252588
+91-7276681665
Email us -
inquiry@quickxpertinfotech.com
101, Prestige Chambers CHS Ltd., opp Thane west rly stn, Besides Maurya Hotel, Thane 400601