CHAITANYA BHARATHI INSTITUTE OF TECHNOLOGY (A)
  • IT2-Data Science with Python (Ele-4)-VI Sem-2020-2021
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    UNIT-1
    Basics of Python Programming
    UNIT1 - Numpy, Pandas
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_02_11-01-Introduction to Numpy
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_02_12-02-Indexing and Slicing
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_02_15-03 Boolean Indexing
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_02_16-04-Boolean Arrays, sort, Linear Algebra & Random number
    code1
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_02_18-05-Introduction To Pandas
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_02_22-06-Index Objects, Essential Functionality, Reindexing, Dropping Entries from an Axis
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_02_23-07 -Indexing, Selection, and Filtering & Integer Indexes
    numpy Practice Link
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_08-Exercise Problems on Numpy with google Colab
    BE IT2 VI Semester 202021 Assignment1 10 Marks
    Slip test 1 on 22-03-2021
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_03_01-09-Integer Indexes, Arithmetic and Data Alignment and Arithmetic methods with fill values
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_03_09-10-uniques, counts(), Reada.csv, read_table 2021-03-09
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_03_8-11-rank, Axis Indexes with Duplicate Labels
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_03_12-12-Json, Binary, interacting with web Apis, database
    unit 2
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_03_15-13-rank, Axis Indexes with Duplicate Labels
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_03_16-14- Discretization, Binning, Outliers
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_03_18-15-String Manipulation, Hierarchal Indexing
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_03_22-16-Data Wrangling
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_03_23-17-Reshaping and Pivoting
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_03_24-18-Implementation reading data sets and cleaning
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_03_25-19-plotting and Visulaization
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_3_30-20-Data Aggregation and Group Operations
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_04_01-21-Basics of Time Series
    UNIT 3
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_04_06-22-Time Series data
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_04_8-23-Categorical Data , Groupby Use
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_04.09- 24 Advance Pandas- Group, Linear Regression Model
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_04_15_25-Introduction to scikit-learn, Data Analysis Example
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_04_16-26-Inferential Statistics
    UNIT 4
    Unit IV Text Book
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_04_23-27-Finding a Needle in a Haystack
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_04-27-28-Sense of Data through Advanced Visualization
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_04_29-29-Area Plots, Bubble charts, hexagon bin, 3d plot
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_04-30-30-Performing Predictions with a Linear Regression
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_05_04-31-Case study presentation
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_05_06-32-Estimating the Likelihood of Events
    UNIT 5
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_05_07-33-Generating Recommendations with Collaborative Filtering
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_05_11-34-Pushing Boundaries with Ensemble Models
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_05_13-35 Applying Segmentation with k-means Clustering"
    Assignment 2
    #Sliptest 2
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_05_18-36 - Analyzing Unstructured Data with Text Mining
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_05_20-37 Presentation and discussion of Question paper template
    AY2021-UG-SEM-6-IT2-18ITE13-DSP-MT-2021_05_21-38 Discussion on problem statements of data science
    COURSE EXIT SURVEY
    Course Exit Survey
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    IT2-Data Science with Python (Ele-4)-VI Sem-2020-2021
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    7. IT2-Data Science with Python (Ele-4)-VI Sem-2020-2021
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    IT2-Data Science with Python (Ele-4)-VI Sem-2020-2021

    • Teacher: Dr. M. Trupthi Assistant Professor
    Skill Level: Beginner

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