Best Data Science Training Institute in Ameerpet Hyderabad | Data Science Courses Hyderabad

 

Best Data Science Training Institute in Ameerpet Hyderabad | Data Science Courses Hyderabad

1.Python:
(a)Python –Core
(b)Python-Advance
2.Data Analysis and Visualization
3.Machine Learning and Natural Language Processing
4.Artificial Intelligence
5.Vilsualization Tools
•Tableau
•Qlik view
6.Big Data Tools:
•Hadoop
•Apache Spark
•SQL
•Scala

Python for Data Science:

(a)  Python Core :
• Language Fundamentals
• Pattern program
• Data Types
(b) Python Advance:
• Object Oriented Programming
• Exception Handling
• Working With Files and File Handling
• Data Encoding and Processing Digits
• Functions
• Regular Expressions
• Web Crawling

Data Science and Visualization:

1.     Statistics
• Maths
• Introductions to Statistics
• Sampling Techniques
• Descriptive Statisticss
• Probability and Limitations
• Inferential Statistics
2. Python libraries:
•Numpy
•Pandas
3.Exploratory Data Analysis
•Analyse the Data
•Feature Engineering and Feature Selections
•Data Preprocessing
4.Visualization
•Matplotlib
•Seaborn
•Plotly

Machine Learning:

1.     Supervised Learning
Regression Techniques
Classification Techniques
Ensemble Methods
DISTANCE BASED MODULES
Support Vector Machines
2. Unsupervised Learning
Principal Components Analysis(PCA)
DBSCAN
K-Means
Hierarchical clustering
Association Rules
Apriori
3. Hyper Parameter Tuning
4. Natural Language Processing

Artificial Intelligence

Deep Learning
•Reinforcement Learning
•Introduction to Tensorflow and PyTorch
•Recommendation System
•Feedforward Neural Network (FNN)
•Convolutional Neural Network(CNN)
•Recurrent Neural Networks(RNN)
•Sequential Models and NLP
•Image Processing
•Computer Vision

Natural Language Process (NLP):

What is Text Mining?
• Libraries
• NLTK
• Structured and Unstructured Data
• Extracting Unstructured text from files and websites
• Text Pre processing
• Regular Expressions for Pattern Matching
• Text Normalization
• Text Tokenization
• Sentence Tokenization
• StopWords
• Word Tokenization
• Text Segmentation
• Stemming
• Lemmatization

NLP :
• Natural Language Understanding Terms
• Bag of Words
• Word Vectorizer
• TFIDF
• Automatic Tagging
• Unigrams
• Bigrams
• N-grams Tagging
• Transformation based Tagging
• POS Tagging
• Cosine Similarity
• Named Entity Recognition
• Genism
• Word2vec
• AvgWord2vec

 

Read more- https://www.futuregentechnologies.com/masters-in-data-science

 

 

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